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def list_plot3d_array_of_arrays(v, interpolation_type, texture, **kwds): """ A 3-dimensional plot of a surface defined by a list of lists ``v`` defining points in 3-dimensional space. This is done by making the list of lists into a matrix and passing back to :func:`list_plot3d`. See :func:`list_plo...
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def volume(input, copyFrom=None, rescale=True, voltype=None): """ Read an existing geoprobe volue or make a new one based on input data Input: input: Either the path to a geoprobe volume file or data to create a geoprobe object from (either a numpy array or ...
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def test_craysdbproc_from_gz_cache(): """ Initialize CraySdb from compressed cache """ # Read from a cache file craysdbproc = tokio.connectors.craysdb.CraySdbProc(tokiotest.SAMPLE_XTDB2PROC_FILE) verify_craysdbproc(craysdbproc)
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def view_related_developers(request, tag, slug): """ Tutorial > View Related Developers """ namespace = CacheHelper.ns('tutorial:views:view_related_developers', tag=tag, slug=slug) response_data = CacheHelper.io.get(namespace) if response_data is None: response_data, tutorial = RelatedH...
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def test_negIntOrZeroInStringValidator_incorrect_values(value): """Check the parsing and validating negative integers or a zero stored in string.""" # exception is expected with pytest.raises(Invalid) as excinfo: negIntInStringValidator(value)
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def compute_neuron_head_importance(task_name, model, data_loader, num_layers, num_heads, loss_fct=nn.loss.CrossEntropyLoss(), ...
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def no_init(_data, weights): """ Return the entered weights. Parameters ---------- _data: ndarray Data to pick to initialize weights. weights: ndarray Previous weight values. Returns ------- weights: ndarray New weight values Notes ----- Useful ...
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def primeFactors(someInt): """ return a list of the prime factors of someInt. e.g. primeFactors(24)=[2,2,2,3] primeFactors(23)=[23] primeFactors(25)=[5,5] """ return "stub"
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def create_local_gateway_route(client, local_cidr, **route_kwargs): """[summary] Arguments: client {[type]} -- [description] local_cidr {[type]} -- [description] Keyword Arguments: gateway {[type]} -- [description] (default: {None}) Returns: OperationResult """ ...
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def validate_ui(self, value): """Validate EngineUI objects.""" if not isinstance(value, EngineUI): reason = 'not an EngineUI object' raise ValueError(self.msg.format(reason)) return value
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def is_valid_uuid(val): """ Check if a string is a valid uuid :param val: uuid String :return: Returns true if is a string is a valid uuid else False """ try: uuid.UUID(str(val)) return True except ValueError: return False
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def generate_stat_string(stat_distribution, name): """generates the gear rating string based on the count of the stat""" count = stat_distribution.count(name) extra_line = "\n" if name == "versatility" else "" return "gear_{0}_rating={1}{2}".format(name, count * config["stats"]["steps"], extra_line)
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def _save_step(step_number, variable_to_save, prefix=''): """ This method saves all the information corresponding to specific step. :param int step_number: Value of the current step in the hyper-heuristic procedure. If it is not a hyper-heuristic, this integer corresponds to operator index....
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def pad_dialog( dialog: Dialog, max_dialog_size: int, max_utterance_size: int ) -> Tuple[List[List[int]], List[List[int]], List[List[int]], List[List[int]]]: """Pads utterances in a dialog up to max dialog sizes.""" dialog_usr_input, dialog_usr_mask, dialog_sys_input, dialog_sys_mask = [], [], [], [] for tu...
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def send_files_to_gcp(pid): """ Schedule a background task to send the files to GCP. This function can be runned manually to force a re-send of all the files to GCP. It only requires the Project ID. """ project = PublishedProject.objects.get(id=pid) exists = utility.check_bucket_exists(proje...
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def _make_sbatch_string( command: str, folder: tp.Union[str, Path], job_name: str = "submitit", partition: tp.Optional[str] = None, time: int = 5, nodes: int = 1, ntasks_per_node: tp.Optional[int] = None, cpus_per_task: tp.Optional[int] = None, cpus_per_gpu: tp.Optional[int] = None, ...
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def test_find_all_occurencies_of_dollar_amounts_with_optional_decimal_values(): """ Find all occurrences of dollar amounts with optional decima lvalues. - escaped '\$' (because '$' is a special regex character) - escaped '\.' (because '.' is a special regex character) """ report = """ $5,000.00 ...
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def parse_redis_url(url): """ Given a url like redis://localhost:6379/0, return a dict with host, port, and db members. """ warnings.warn( "Use redis.StrictRedis.from_url instead", DeprecationWarning, stacklevel=2) parsed = urllib.parse.urlsplit(url) return { 'host': ...
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def Torque(cc1,cc2,ccp,g,mass=1.0): """ cc1: origin of axis, cc2 head of axis ccp: point g: Gradients in Cartasian coordinate, [dx,dy,dz] """ torque=0.0 x21=cc2[0]-cc1[0]; y21=cc2[1]-cc1[1]; z21=cc2[2]-cc1[2] xp1=ccp[0]-cc1[0]; yp1=ccp[1]-cc1[1]; zp1=ccp[2]-cc1[2] dnom=x21**...
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def write_tar_from_contents(contents, filter=None): """Writes a tar file from a dict of archive names to bytes that represent the contents of each file. """ digest = io.BytesIO() with tarfile.TarFile(mode="w", fileobj=digest) as tar: for filename, content in contents.items(): _ad...
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def selectedPoints(selectionThreshold): """ selectedPoints(selectionThreshold) -> iterator Return an iterator which yields the position of every point currently selected in the Viewer in turn. The selectionThreshold parameter is used when working with a soft selection. Only points with a selection level...
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def exp_ig_genotyping(): """Shows the performance of Word-Blot in genotyping Immunoglobin heavy chain genotyping. A thousand reads (average length 240nt) covering the mature VDJ region of chromosome 14 from the stanford S22 dataset are genotyped by Word-Blot against the IMGT list of Immunoglobin heavy c...
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def test_multi_mws_failing(client: FlaskClient): """test GET method with multiple middlewares""" resp = client.get('/get-with-auth') assert resp.status_code == 403 assert not resp.json.get('success')
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def nice_plot(plotlist, spines=['left', 'bottom'], position=10, direction='inward', axesoff = False): """ Adjust a plot so that it looks nicer than the default matplotlib plot Also allow quick access to things we like to do for publication plots, including: using a calbar instead of an axes: calbar ...
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def oci_config(config): """collectd configuration callback method""" global _configuration _configuration = Configuration(config)
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def eliminate(values, s, d): """Eliminate d from values[s]; propagate when values or places <= 2. Return values, except return False if a contradiction is detected.""" global counttotalsearches # DGTEMP counttotalsearches += 1 # DGTEMP if d not in values[s]: return values ## Already elim...
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def non_zero_uniform(shape): """Samples in open range (0, 1). This avoids the value 0, which can be returned by tf.random.uniform, by replacing all 0 values with 0.5. Args: shape: a list or tuple of integers. Returns: A Tensor of the given shape, a dtype of float32, and all values in the open i...
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def load_detector(device='cpu'): """ utility function to load a trained detector """ this_dir = os.path.dirname(__file__) cfg.merge_from_file(this_dir + '/w32_256x256.yaml') # pretrain state_dict by us state_dict = torch.load(this_dir + '/model_best.pth', map_location=device) model = get_p...
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def _format_moving_cutoff_predictions(y_preds, cutoffs): """Format moving-cutoff predictions""" if not isinstance(y_preds, list): raise ValueError(f"`y_preds` must be a list, but found: {type(y_preds)}") if len(y_preds[0]) == 1: # return series for single step ahead predictions retu...
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def wipe_cluster(cluster, force=False): """ Deletes data on all datanode and namenode disks. Options: force: If set to True, the user is not prompted. Default: no. username: name of the user who is given permissions to the storage directories. Default: hdfs """ try: ...
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def test_starter_on_event_out_of_sequence(mocker, starter, command_list): """ Test how failure are raised in Starter.on_event_out_of_sequence method. """ # set test planned_jobs and current_jobs starter.planned_jobs = {'sample_test_2': {1: []}} for command in command_list: starter.current_jobs.s...
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def get_bom_contents(bom_file): """ Run lsbom on the provided file and return a nested dict representing the file structure """ lsbom = subprocess.Popen( ["/usr/bin/lsbom", bom_file], stdout=subprocess.PIPE ).communicate()[0] file_list = filter(None, [ l.split("\t")[0].lstr...
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def get_possible_modes(): """Get the set of possible modes.""" modes = set() with open("web/src/helpers/constants.js", encoding="utf-8") as file_: # The call to `eval` is a hack to parse the `modeOrder` array from the # JavaScript source file. for mode in eval(re.search(r"^const mode...
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def remote_restore_from_backup(self): """Restore from a backup directory on a remote file system."""
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def writeToExcel(list, col): """Write data to the Excel spreadsheet.""" counter = 0 for rowNum in range(3, 71): sheet.cell(row=rowNum, column=col).value = list[counter] counter += 1
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def live(): """Connects to the server.""" env.hosts = [os.environ.get('{{cookiecutter.repo_name}}_host')] env.user = 'freshmilk' env.cwd = '/var/www/{{cookiecutter.domain_name}}' env.connect_to = '{0}@{1}:{2}'.format(env.user, env.hosts[0], env.cwd)
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def dates(origin_city, destination_city, raw): """List departure dates for a trip from ORIGIN_CITY to DESTINATION_CITY. ORIGIN_CITY may be a name or ID. DESTINATION_CITY may be a name or ID. """ origin_city_id = get_city_id(origin_city) destination_city_id = get_city_id(destination_city) da...
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def load_model_data(m, d, data_portal, scenario_directory, subproblem, stage): """ :param m: :param d: :param data_portal: :param scenario_directory: :param subproblem: :param stage: :return: """ data_portal.load( filename=os.path.join(scenario_directory, "inputs", "proj...
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def convert_to_hexadecimal(bits, padding): """ Converts bits to a hexadecimal character with padding. E.g. Converts [False, False, False, True], 0 to "1". Converts [True, False, False, False], 2 to "08" Args: bits: List of boolean values. padding: Integer of number of ...
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async def read_patron_list( session: aio_session.AsyncSession = fastapi.Depends( dependencies.get_session), offset: int = 0, limit: int = fastapi.Query(default=100, le=100), current_patron: patron_model.Patron = fastapi.Depends( # pylint: disable=unused-argument dependencies.get_current...
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def beta_table(stocks_weights, start, end): """ Returns an attribution table for portfolio beta :param stocks_weights: table of the name of equities in one column, weights in another :param start: start date :param end: end date :return: table """ # Due to the nature of the percentchange...
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def sepconv_relu_sepconv(inputs, filter_size, output_size, first_kernel_size=(1, 1), second_kernel_size=(1, 1), padding="LEFT", nonpadding_mask=None, ...
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def convert(context, base_path, rule): """ Convert the python representation of a targets file into a python representation of a buck file. """ converters = [ discard.DiscardingConverter(context, 'cpp_binary_external'), discard.DiscardingConverter(context, 'haskell_genscript'), ...
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def wrap_do_release_upgrade(unit_name, from_series="trusty", to_series="xenial", files=None, workaround_script=None): """Wrap do release upgrade. In a production environment this step would be run administratively. For testing purposes we need this au...
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async def test_import_entity_already_configured( hass: HomeAssistant, vizio_connect: pytest.fixture, vizio_bypass_setup: pytest.fixture, ) -> None: """Test entity is already configured during import setup.""" entry = MockConfigEntry( domain=DOMAIN, data=vol.Schema(VIZIO_SCHEMA)(MOCK_...
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def set_review_filters(request): """Sets review filters given by passed request. """ review_filters = request.session.get("review-filters", {}) if request.POST.get("name", "") != "": review_filters["name"] = request.POST.get("name") else: if review_filters.get("name"): d...
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def p_else_case_stmt_bool_opt_none(t): """ else_case_stmt_bool_opt : """ t[0] = None repGrammar.append(t.slice)
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def _sanitize_title(title): """ Remove all non alphanumeric characters from title and lowercase """ alphanumeric = string.ascii_lowercase + string.digits + ' ' title = title.lower() title = "".join(filter(lambda x: x in alphanumeric, title)) return title
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def IsBefore(version, major, minor, revision): """Decide if a given version is strictly before a given version. @param version: (major, minor, revision) or None, with None being before all versions @type version: (int, int, int) or None @param major: major version @type major: int @param minor: minor...
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def watermark(app, env): """Add watermark.""" if app.config.sphinxmark_enable is True: LOG.info('adding watermark...', nonl=True) buildpath, imagefile = getimage(app) cssname = buildcss(app, buildpath, imagefile) app.add_css_file(cssname) LOG.info(' done')
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def save_to_caps( source_dir, image_id, list_session_ids, caps_dir, overwrite_caps=False ): """Save `source_dir`/`image_id`/ to CAPS folder. This function copies FreeSurfer segmentation and regional_measures folder of `source_dir`/`image_id`/ to `caps_dir`/subjects/<participant_id>/<long_id>/freesurfer...
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def test_change_a_host_group(basic_host_configuration, existing_host_responses): """ Tests if the group of a host is changed when solicited """ host, groups, interfaces, kwargs, _ = basic_host_configuration ( host_get_output, hostgroup_get_output_up, hostinterface_get_output,...
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def get_pdf_keys(template_pdf): """ Helper function for generating pdf form field keys, debugging, etc. """ template_pdf = pdfrw.PdfReader(template_pdf) annotations = template_pdf.pages[0][ANNOT_KEY] keys = {} for page in template_pdf.pages: annotations = page[ANNOT_KEY] if ...
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def generateRules(L, supportData, minConf=0.7): """ 生成关联规则 Args: L 频繁项集列表 supportData 频繁项集支持度的字典 minConf 最小置信度 Returns: bigRuleList 可信度规则列表(关于 (A->B+置信度) 3个字段的组合) """ bigRuleList = [] for i in range(1, len(L)): # 获取频繁项集中每个组合的所有元素 for freqSet in...
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def domain_check(f, symbol, p): """Returns False if point p is infinite or any subexpression of f is infinite or becomes so after replacing symbol with p. If none of these conditions is met then True will be returned. Examples ======== >>> from sympy import Mul, oo >>> from sympy.abc impor...
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def makePyramid(elem, graph, levels=4, scale=0.5): """ Create a pyramid of num images based upon elem, which becomes the first child of the new pyramid """ p = elem.getparent() minDim = round(levels / scale) width = max(int(elem.get(swidth, str(minDim))), minDim) height = max(int(elem.ge...
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def get_file_handler(log_dir=None): """ This function is responsible for creating a file log handler with a global format and returning it. Returns: - (obj): A log handler that is responsible for logging to a file. """ log_file_dir = log_dir if log_dir else LOGGING_LOG_TO_FILE_DEFAULT_DIR ...
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def parse_negline(neg_line): """ Parse the THIRD line of the .mmo file, where the negations are stored. Why does it not do this per-phrase? Mystery. We connect the negated-CUI to its appearance in the text using the ConceptPositionalInfo which _appears_ to correspond to the PosInfo field which ...
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def validate_cohort_project_allowed(): """ Returns true if a valid project is provided. Remote call is set up in static/js/cohortUpload.js. """ project = request.args.get('project') valid = project in db.get_mw_projects() return json.dumps(valid)
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def atoms_compare(): """ This function is to check if two uploaded files have same number of atoms to mention it as conformations of same ensembles """ file1 = sys.argv[1] file2 = sys.argv[2] #recep_com = '4epw.pdb' atoms1 = []; atoms2 = []; recep_f...
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def depthwise_2d_fast(feat, weights): """ """ feat = tf.convert_to_tensor(feat) weights = tf.convert_to_tensor(weights) kernel_size = weights.shape.as_list()[0] return graphics_tf_module.depthwise_conv_fast(feat, weights, kernel_size)
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def handle_trace_length(state_trace_length): """ transform format of trace length :return: """ trace_length_record = [] for length in state_trace_length: for sub_length in range(0, int(length)): trace_length_record.append(sub_length + 1) return trace_length_record
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def compute_ts_map(counts, background, exposure, kernel, mask=None, flux=None, method='root brentq', optimizer='Brent', parallel=True, threshold=None): """ Compute TS map using different optimization methods. Parameters ---------- counts : `~gammapy.image.SkyIm...
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def test_flaskproperty_from_testconfig(app: AspenApp): """Grab the flask properties from TestingConfig, and ensure that we get a reasonable list of them.""" test_config = app.aspen_config assert isinstance(test_config, testing.TestingConfig) props = test_config.flask_properties() assert len(prop...
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def test_proj_public_no_project(client): """Attempting to get public key without a project should not work""" token = tests.UserAuth(tests.USER_CREDENTIALS["researchuser"]).token(client) response = client.get(tests.DDSEndpoint.PROJ_PUBLIC, headers=token) assert response.status_code == http.HTTPStatus.BA...
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def init_db_storage(): """Creates and returns path to empty compilation database. Terminates script if database already exists.""" working_directory = os.getcwd() compilation_db_path = os.path.join(working_directory, DB_FILENAME) if os.path.lexists(compilation_db_path): sys.exit("{filename}...
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def audio_duration(filename): """ duration of a audio file (usually mp3) Parameters ---------- filename : str must be a valid audio file (usually mp3) Returns ------- duration in seconds : float Note ---- Only supported on Windows and Pythonista. On other platform ...
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def is_moderator(request, view): """ Helper function to check if a user is a moderator Args: request (HTTPRequest): django request object view (APIView): a DRF view object Returns: bool: True if user is moderator on the channel """ user_api = request.channel_api cha...
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def monkeypatch(monkeypatch): """Adapt pytest's monkeypatch to support stdlib's pathlib.""" class Monkeypatcher: """Middle man for chdir.""" def _chdir(self, value): """Change dir, but converting to str first. This is because Py35 monkeypatch doesn't support stdlib's p...
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def binom(n, k): """ Obtain the binomial coefficient, using a definition that is mathematically equivalent but numerically stable to avoid arithmetic overflow. The result of this method is "n choose k", the number of ways choose an (unordered) subset of k elements from a fixed set of n elements. ...
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def test_stop_if(): """Test action stop_if""" execute_workflow(r""" [0: shared='result'] rep = range(20) result = [] input: for_each='rep' stop_if(_rep > 10) result.append(_rep) """) assert env.sos_dict["result"] == [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
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def main(argv): """ Entry point for stlinfo. Arguments: argv: command line arguments (without program name!) """ parser = argparse.ArgumentParser(description=__doc__) parser.add_argument( '-t', '--text', action='store_true', help='print text representation of the file' ) ...
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def no_auth(request): """ Use this if no auth is desired """ return request
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def bilstm_layer_cudnn(input_data, num_layers, rnn_size, keep_prob=1.): """Multi-layer BiLSTM cudnn version, faster Args: input_data: float32 Tensor of shape [seq_length, batch_size, dim]. num_layers: int64 scalar, number of layers. rnn_size: int64 scalar, hidden size for undirectional L...
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def check_auth(business_identifier: str, jwt: JwtManager, **kwargs): """Authorize the user for the business entity.""" bearer_token = jwt.get_token_auth_header() if jwt else None auth_url = current_app.config.get('AUTH_API_ENDPOINT') + f'entities/{business_identifier}/authorizations' auth_response = Res...
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def merge_config_bundles( config_bundle: config_bundle_pb2.ConfigBundle, backfilled_config_bundle: config_bundle_pb2.ConfigBundle, ): """Merges backfilled_config_bundle into config_bundle. For each repeated field in ConfigBundle, all elements in backfilled_config_bundle that are not in config_bundl...
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def calculate_smoothed_trends( case_counts: np.ndarray, death_counts: np.ndarray, hosp_counts: np.ndarray, smoothing_window: int) -> Tuple[np.ndarray, np.ndarray, np.ndarray]: """ Calculates the smoothed trends with the given smoothing window :param case_counts: Cases per day :param death_counts: Deaths per...
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def generate_swagger_params(crown: ViewCrown, swagger_params: dict) -> dict: """ assemble params for swagger_auto_schema by crown """ default_params = {} if crown.body_in: default_params = {"request_body": crown.get_in_serializer_instance()} elif crown.query_in: default_params = ...
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def test_get_waypoints_raises_if_no_max_travel_z_clearance() -> None: """Raises ArcOutOfBoundsError if max_travel_z doesn't have clearance.""" with pytest.raises(ArcOutOfBoundsError): get_waypoints( origin=Point(1, 1, 3), dest=Point(2, 2, 3), move_type=MoveType.GENERA...
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def copy_existing_event(url, human_confirms=False): """指定したイベントをコピーする コピーの確認ダイアログを出した状態で止めたければ human_confirms=True を指定する。 connpassの仕様上、管理者のイベントのみコピーできる 画面参考(コピーを作成) https://help.connpass.com/organizers/event-detail.html#id32 """ go_to(url) click("コピーを作成") if not human_confirms: ...
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def total_size(metainfo): """ Compute sum of all files' size """ if metainfo.has_key('files'): total = 0 for infile in metainfo['files']: if infile.has_key('length'): total += infile['length'] return total else: return None
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def foo(): """ This function has a docstring! You can write some useful tips here. See http://www.python.org/dev/peps/pep-0257/ for the general docstring guidelines. """ print "Hello"
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def diffmap(adata, **kwargs): """\ Scatter plot in diffmap basis. Parameters ---------- {scatter} Returns ------- If `show==False` a :class:`~matplotlib.axes.Axes` or a list of it. """ return scatter(adata, basis="diffmap", **kwargs)
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def test_list_date_time_enumeration_4_nistxml_sv_iv_list_date_time_enumeration_5_5(mode, save_output, output_format): """ Type list/dateTime is restricted by facet enumeration. """ assert_bindings( schema="nistData/list/dateTime/Schema+Instance/NISTSchema-SV-IV-list-dateTime-enumeration-5.xsd", ...
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def makeHTMLword(body, fontsize): """take words and fontsize, and create an HTML word in that fontsize.""" #num = str(random.randint(0,255)) # return random color for every tags color = 'rgb(%s, %s, %s)' % (str(random.randint(0, 255)), str(random.randint(0, 255)), str(random.randint(0, 255))) # get ...
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def sigma_x_rk_new( thickness, radius, length, f_y_k, fab_quality=None, flex_kapa=None ): """ Meridional characteristic buckling stress. Calculates the characteristic meridional buckling stress for a cylindrical shell according to EN1993-1-6 [1]. ...
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def createVXlan(vxname,vxid,multicast,vxbackend): """ Always brought up too Created with no protocol, and upped (no ipv4, no ipv6) Fixed standard : 239.0.x.x, id # 0000-fe99 for customer vxlans, ff00-ffff for environments MTU of VXLAN = 1500 """ cmd = 'ip link add %s type vxlan id %s gro...
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def test_cos(): """ Function testing cos """ a = fwd.Variable() b = fwd.Variable() c = a+b f1 = fwd.cos(a+c) f2 = fwd.cos(a*b) assert equals(f1.evaluation_at({a:1.0, b: 2.0}), np.cos(4)) assert equals(f2.evaluation_at({a:1.0,b:2}), np.cos(2)) assert equals(f1.derivative_at(a,...
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def sww2pts(name_in, name_out=None, data_points=None, quantity=None, timestep=None, reduction=None, NODATA_value=-9999, verbose=False, origin=None): """Read SWW file and convert to interpolated values at selected points The par...
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def exec_command(command, cwd=None, stdout=None, env=None): """Returns True in the command was executed successfully""" try: command_list = command if isinstance(command, list) else command.split() env_vars = os.environ.copy() if env: env_vars.update(env) subprocess.c...
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def test_osculating_elements_payload(params, payload): """Test osculating elements payload.""" assert OsculatingElements(**params).payload == payload
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def ts_grismc_sim(pixels): """ Simple analytic wavelength calibration for Simulated GRISMC data """ disp = 0.0010035 ## microns per pixel (toward positive X in raw detector pixels, used in pynrc) undevWav = 4.0 ## undeviated wavelength undevPx = 1638.33 wavelengths = (pixels - undevPx) ...
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def get_admin_principal_by(authentication_manager: AuthenticationManager) -> Callable[[Request], PrincipalService]: """ admin only """ return get_principal_by(authentication_manager, [UserRole.ADMIN])
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def get_profile_avatar_upload_to(instance, filename): """ Returns a valid upload path for the avatar associated with a forum profile. """ return instance.get_avatar_upload_to(filename)
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def adcdados(n='desconhecido', i=0): """Cria uma lista de pessoas e Adiciona novas pessoas ao arquivo""" arquivo = open('dados.txt', 'a') arquivo.write(f'{n};{i}\n') arquivo.close() print(f'Novo registro de {n} adicionado.')
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def calc_r(alphas: np.ndarray, colvars: np.ndarray, calc_jac: bool) -> tuple[np.ndarray, Optional[np.ndarray]]: """ Calculate linear combination of reaction coordinates given a weights vector and colvars matrix. Also returns the jacobian with respect to the alphas if requested. Parameter...
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def discretized_exponential(lamb, up_bound, steps): """ Exponential distribution on discretized interval [0, up_bound] """ return discretized_state(lambda x: stats.expon.pdf(x, scale=1 / lamb), 0, up_bound, steps)
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def timedelta_to_string(dt): """ Return hh:min:sec from a timedelta64. There doesn't seem to be a standard pandas or numpy function to do this strangely. """ total_sec = dt / np.timedelta64(1, 's') hours = int(total_sec // 3600) minutes = int((total_sec // 60) % 60) seconds = int(to...
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def _use_wal(db_file): """ Ensures that sqlite database is using WAL journal mode """ con = sqlite3.connect(db_file) cursor = con.cursor() cursor.execute('PRAGMA journal_mode=wal;')
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def funex(c): """ Compile a function by 'exec' :param c: function to compile :type c: string :return: the function 'f' declared in the input string :rtype: function """ dc = {} exec(c, dc) return dc['f']
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