content
stringlengths
22
815k
id
int64
0
4.91M
def list_groups(UserPoolId=None, Limit=None, NextToken=None): """ Lists the groups associated with a user pool. Requires developer credentials. See also: AWS API Documentation :example: response = client.list_groups( UserPoolId='string', Limit=123, NextToken='string...
5,298,400
def next_task(): """ To fetch data at this endpoint: $ curl -X GET localhost:8080/api/v0.1/task """ db = pybackend.database.Database( project=app.config['cloud']['project'], **app.config['cloud']['database']) random_uri = random.choice(list(db.uris(kind='audio'))) audio_url...
5,298,401
def get_last_ideas(json_data, d=1): """ Returns last ideas. @param: json_data - List of ideas in JSON format. @param: d - History length in days. """ selected_items = [] for item in json_data: date = format_string_to_date(item['created']) if date > datetime.datetime.now() - d...
5,298,402
def _build_histogram_root_no_hessian(n_bins, binned_feature, all_gradients): """Special case for the root node The root node has to find the split among all the samples from the training set. binned_feature and all_gradients already have a consistent ordering. Hessians are not updated (used when h...
5,298,403
def _handleBulletWidth(bulletText, style, maxWidths): """ work out bullet width and adjust maxWidths[0] if neccessary """ if bulletText: if isinstance(bulletText, basestring): bulletWidth = stringWidth(bulletText, style.bulletFontName, style.bulletFontSize) else: ...
5,298,404
def is_pipeline(item: Any) -> bool: """Returns whether 'item' is a pipeline.""" return isinstance(item, (MutableSequence, Tuple, Set) and all(isinstance(i, Hashable) for i in item))
5,298,405
def cluster_state_circuit(bits): """Return a cluster state on the qubits in `bits`.""" circuit = cirq.Circuit() circuit.append(cirq.H.on_each(bits)) for this_bit, next_bit in zip(bits, bits[1:] + [bits[0]]): circuit.append(cirq.CZ(this_bit, next_bit)) return circuit
5,298,406
def once(wrapped): """ Decorates a function that takes no arguments, ensuring it's only called once & that the result is memoized. This function is greenlet safe. """ wrapped._once_called = False wrapped._once_retval = None lock = RLock() @functools.wraps(wrapped) def wrapper(): ...
5,298,407
def get_exposed_members(obj, only_exposed=True, as_lists=False, use_cache=True): """ Return public and exposed members of the given object's class. You can also provide a class directly. Private members are ignored no matter what (names starting with underscore). If only_exposed is True, only m...
5,298,408
def start_server(): """Starts the webserver""" webhook_port = "tcp:{}".format(config.webhook_port) endpoints.serverFromString(reactor, webhook_port).listen(server.Site(Handler())) log_message("Listening for requests on port: {}".format(config.webhook_port)) try: reactor.run() except Keyb...
5,298,409
def remove_group_project(repo, groupid, username=None, namespace=None): """Remove the specified group from the project.""" if not pagure_config.get("ENABLE_USER_MNGT", True): flask.abort( 404, description="User management is not allowed in this " "pagure instance", ...
5,298,410
def get_residue_sequence_poly_seq(cf, align_seq=True, verbose=False): """ used to work with load_struct_from_pdbfile, now uses load_pdbfile output :param structure: :return: """ # residue_sequence = list(np.array([[residue.resname.capitalize(), int(residue.id[1])] for residue in # ...
5,298,411
def _demo_head_inputs(input_shape=(1, 512, 8, 8)): """Create a superset of inputs needed to run test or train batches. Args: input_shape (tuple): input batch dimensions """ (N, C, H, W) = input_shape rng = np.random.RandomState(0) features = rng.rand(*input_shape) tra...
5,298,412
def load_ckp(checkpoint_fpath,model): """ checkpoint_path: path to save checkpoint model: model that we want to load checkpoint parameters into optimizer: optimizer we defined in previous training """ # load check point # checkpoint = torch.load(checkpoint_fpath) checkpoint = torc...
5,298,413
def get_config_string(config): """ Use the given config to extract one string for the output. :param config: a dictionary of configs from a Build object :return: string representation """ configs = {} for key, entry in config.items(): abbrev = entry.get('abbreviation') value ...
5,298,414
def wrap_rethink_generator_errors(f, *args, **kwargs): """ :param f: :param args: :param kwargs: :return: """ try: for data in f(*args, **kwargs): yield data except (r.errors.ReqlOpFailedError, r.errors.ReqlError, r.errors.ReqlDriverError) as ...
5,298,415
def _api_shutdown(name, output, kwargs): """ API: accepts output """ sabnzbd.shutdown_program() return report(output)
5,298,416
def test_run_shortcut_groups_str(mock_pipe, monkeypatch): """Run shortcut with str groups converting to list.""" shortcuts = {'arb pipe': { 'pipeline_name': 'sc pipe', 'groups': 'sc g' }} monkeypatch.setattr('pypyr.config.config.shortcuts', shortcuts) out = run(pipeline_name='arb pi...
5,298,417
def help_command(ctx, config_dump=False): """Print some information on the system environment.""" def banner(title): "Helper" click.echo('') click.secho('~~~ {} ~~~'.format(title), fg='green', bg='black', bold=True) if config_dump: ctx.obj.cfg.dump() sys.exit(0) ...
5,298,418
def combine_loss_components(critic_loss_val, actor_loss_val, entropy_val, actor_loss_weight, entropy_bonus): """Combine the components in the combined AWR loss.""" return critic_loss_val + (actor_loss_val * actor_loss_weight) - ( entropy_val * entropy_bonus)
5,298,419
def train(train_loader, model, criterion, optimizer, epoch): """ Performs one epoch's training. :param train_loader: DataLoader for training data :param model: model :param criterion: cross entropy loss layer :param optimizer: optimizer :param epoch: epoch number """ model.train() ...
5,298,420
def country_filter() -> str: """ find selected country to gather news from from config.json """ with open('config.json') as config_file: data = json.load(config_file) logging.info('Countries for news briefing located') return data['news_briefing'][0]['country']
5,298,421
def get_env_agent_current(env = Depends(get_env)) -> str: """Returns name of currently expected agent.""" return env.agent_selection
5,298,422
def exponential_backoff(attempt_num): """Returns an exponential backoff value in seconds.""" assert attempt_num >= 0 if random.random() < _PROBABILITY_OF_QUICK_COMEBACK: # Randomly ask the bot to return quickly. return 1.0 # If the user provided a max then use it, otherwise use default 60s. max_wait ...
5,298,423
def watchdog(timeout: int | float, function: Callable, *args, **kwargs) -> Any: """Time-limited execution for python function. TimeoutError raised if not finished during defined time. Args: timeout (int | float): Max time execution in seconds. function (Callable): Function that will be evaluate...
5,298,424
def ridgeline(ax, data, overlap=0, fill=True, fill_color="b", n_points=150): """ Adapted from https://glowingpython.blogspot.com/2020/03/ridgeline-plots-in-pure-matplotlib.html """ if overlap > 1 or overlap < 0: raise ValueError('overlap must be in [0 1]') xx = np.linspace(np.min(np.concaten...
5,298,425
def make_notebook(template_file_name, tutorial_file_name=None, solution_file_name=None): """ Master function to create requested notebooks """ if tutorial_file_name is None and solution_file_name is None: print "Nothing to do" return with open(template_file_name) as f: ...
5,298,426
def test_AlignmentRecords_update(alignment_env): """ Tests if a alignment record can be updated without breaking hierarchial relations. # C1: Check that specified record was dynamically created # C2: Check that specified record has a composite key # C3: Check that specified record was archived...
5,298,427
def _stop_container(container): """ Force remove a container """ try: logger.info(f'Stopping container {container.id}') container.remove(force=True) except: pass finally: return True
5,298,428
def _wmd(embedding_1, embedding_2, word_freq_1, word_freq_2, constraint_matrix=None): """ Calculate the Word mover´s Distance parameters --------- - embedding_1 : np.array (distinct words x embedding dimensions) -> embedding of the first article - embedding_2 : np.a...
5,298,429
def converter(): """Bits to Target""" bits = int(request.form['bits'], 16) response = bits_to_target(bits) return jsonify(response), 200
5,298,430
def _coerce_exceptions(function): """ Decorator that causes exceptions thrown by the decorated function to be coerced into generic exceptions from the hadoop.fs.exceptions module. """ def wrapper(*args, **kwargs): try: return function(*args, **kwargs) except Exception as e: e.msg = force...
5,298,431
def read_train_valid(filname): """ 读取训练或者验证文件 :param filname: 训练集/验证集的文件名字 :return: 返回训练集的文本和标签 其中文本是一个list, 标签是一个list(每个元素为int) 返回示例:['我很开心', '你不是真正的快乐', '一切都是假的], [1, 0, 0] """ pass
5,298,432
def decode_der(cert_der): """Decode cert DER string to Certificate object. Args: cert_der : Certificate as a DER encoded string Returns: cryptography.Certificate() """ return cryptography.x509.load_der_x509_certificate( data=cert_der, backend=cryptography.hazmat.backends.defau...
5,298,433
def find_threshold_by_precision(precisions, thresholds, p_cutoff): """This function finds the lowest index that guarantess a precision of at leat p_cutoff.""" return thresholds[np.argmax(precisions >= p_cutoff)]
5,298,434
def compare_vectors(phi, index1, index2): """ A function which compares the directions of two vectors given by polar co-ordinates. The two vectors are identified as being in the same (or opposite) directions for x and y. The returned array indicates which one of 4 possible alignments the two vecto...
5,298,435
def test_runner_enabled_and_configuration_template_failure(monkeypatch): """ Test configured runner catches service configuration exception correctly Trying to substitute a missing value into valid JSON template should be caught """ monkeypatch.setenv('DISCORD_ENABLE', 'True') monkeypatch.seten...
5,298,436
def cmplx(a,b,*vars): """ See VSIP specification for Information Convert Convert real, imaginary (a,b) into complex Usage: cmplx(a,b,c) where a and b are views of type vview_f or vview_d c is a compliant view of type cvview_f or cvview_d OR: c = cmplx(a,b) ...
5,298,437
def pull(remote_path, local_path=None): """Download a file from the device. Arguments: remote_path(str): Path or directory of the file on the device. local_path(str): Path to save the file to. Uses the file's name by default. Return: The contents of the file. Examp...
5,298,438
def build_vtk_colormap(colormap, vtk_colormap=None) : """ Build either a ``vtkLookupTable`` or a ``vtkColorTransferFunctionWithAlpha`` from the given colormap. The colormap is specified as a custom table -- which must respect the formats of the dictionaries defined in :func:`build_lookup...
5,298,439
def _get_message_from_model(message_model): """Converts the FeedbackMessageModel to a FeedbackMessage. Args: message_model: FeedbackMessageModel. The FeedbackMessageModel to be converted. Returns: FeedbackMessage. The resulting FeedbackMessage domain object. """ return ...
5,298,440
def includeme(config): """ Setup the dealer. """ settings = dict(DEFAULTS) settings.update(dict( (key.split('.', 1)[1], value) for key, value in config.registry.settings.items() if key.startswith('dealer.') )) config.registry.settings['dealer'] = settings config.registry....
5,298,441
def get_survey_ids(): """ categoryIdを元に、予約データのsurveyIdを取得する """ command = [] command.append('aws') command.append('dynamodb') command.append('scan') command.append('--table-name') command.append(table_name_survey_results) command.append('--profile') command.append(...
5,298,442
def list_tracker_issue_field_value(tracker_id: str, field: str, project=None): """ GET /api/tracker/{tracker_id}/issue_field/{issue_field_id} :param tracker_id: :param field: :param project: :return: """ try: return { 'title': 'Succeed to list Issue Field Value from t...
5,298,443
def isogenies_5_1728(E): """ Returns a list of 5-isogenies with domain ``E`` when the j-invariant is 1728. OUTPUT: (list) 5-isogenies with codomain E. In general these are normalised; but if `-1` is a square then there are two endomorphisms of degree `5`, for which the codomain is the sam...
5,298,444
def _setup_ip_forwarding(): """ Ensure that IP forwarding is enabled. :return: None """ # Enable IP forwarding since all compute hosts are vRouters. # IPv4 forwarding should be enabled already by docker. try: with open('/proc/sys/net/ipv4/ip_forward', 'w') as f: f.write("...
5,298,445
def save_report_file(report_file_name, animals_list: List[Animal], output_format='excel'): """ Saves report file in CSV with needed data. :param report_file_name: :param animals_list: :param output_format: :return: """ now = datetime.now() dt_of_fetching_data = now.strftime('%Y-%m-...
5,298,446
def _parse_link(link: str) -> Any: """Parse rapid upload link Format 1: cs3l://<content_md5>#<slice_md5>#<content_crc3>#<content_length>#<filename> Format 2: <content_md5>#<slice_md5>#<content_length>#<filename> Format 3: bdpan://{base64(<filename>|<content_length>|<content_md5>|<slice_md5>)} Form...
5,298,447
def change_zone_to_coordinates(changing_data, which=None): """ Change zone data into coordinate. Get data with zone data and add coordinate data into original data. Last modified: 2019-11-24T22:19:49+0900 Args: changing_data (DataFrame): Mandatory. The DataFrame which contains zone data. ...
5,298,448
async def test_is_new_course_initiates_rolling_update( setup_course_environ, setup_course_hook_environ, make_auth_state_dict, make_http_response, make_mock_request_handler, mock_nbhelper, ): """ If the course is a new setup does it initiate a rolling update? """ local_authenticat...
5,298,449
def create_unwarp_workflow(name="unwarp", fieldmap_pe=("y", "y-")): """Unwarp functional timeseries using reverse phase-blipped images.""" inputnode = Node(IdentityInterface(["timeseries", "fieldmap"]), "inputs") # Calculate the shift field # Note that setting readout_times to 1 will give a fine # ...
5,298,450
def test_list_unsigned_long_enumeration_4_nistxml_sv_iv_list_unsigned_long_enumeration_5_2(mode, save_output, output_format): """ Type list/unsignedLong is restricted by facet enumeration. """ assert_bindings( schema="nistData/list/unsignedLong/Schema+Instance/NISTSchema-SV-IV-list-unsignedLong-...
5,298,451
def main(dt=None): """Encodes the sample data-set. Returns path to where sample data file was saved. """ if dt is None: dt = datetime.datetime.now() filepath = os.path.abspath(os.path.join(os.path.dirname(__file__), "..", "sample.unk")) encode_data(filepath, create_data(), ...
5,298,452
def ramping_trajectory(): """ Calculates the pearson coefficient for multiple durations. Returns ------- ramping_p : array An array of log-odds for each duration. """ raise NotImplementedError
5,298,453
def leadterm(e, x): """ Compute the leading term of the series. Returns ======= tuple The leading term `c_0 w^{e_0}` of the series of `e` in terms of the most rapidly varying subexpression `w` in form of the pair ``(c0, e0)`` of Expr. Examples ======== >>> lea...
5,298,454
def write_recal_bam(data, region=None, out_file=None): """Step 2 of GATK recalibration -- use covariates to re-write output file. """ config = data["config"] if out_file is None: out_file = "%s-gatkrecal.bam" % os.path.splitext(data["work_bam"])[0] logger.info("Writing recalibrated BAM for %...
5,298,455
def _cleanup(): """ Calls APTCleanUp """ if (_lib is not None): _lib.APTCleanUp()
5,298,456
def delete_group_resource_permissions_view(request): """ Delete a permission from a specific resource for a group. """ group = ar.get_group_matchdict_checked(request) resource = ar.get_resource_matchdict_checked(request) permission = ar.get_permission_multiformat_body_checked(request, resource) ...
5,298,457
def get_bins(data): """Return bin edges for all unique values in data. """ bins = np.unique(data) return np.append(bins[~np.isnan(bins)], max(bins) + 1)
5,298,458
def filter_in_out_by_column_values (column, values, data, in_out): """Include rows only for given values in specified column. column - column name. values - list of acceptable values. """ if in_out == 'in': data = data.loc[data[column].isin (values)] else: data = data.loc...
5,298,459
def obj_gemfix_obj(): """ Improve cosmic ray and bad pixel correction. Print raw and corrected files for comparison. """ print('# GEMFIX #') # Remove pre-existing processed files. if os.path.exists('gemgs{}'.format(obj_sci_name[0])): os.remove('gemgs{}'.format(obj_sci_name[0])) if ...
5,298,460
def download_content_gui(**args): """ function to fetch links and download them """ global row if not args ['directory']: args ['directory'] = args ['query'].replace(' ', '-') root1 = Frame(root) t1 = threading.Thread(target = search_function, args = (root1, args['query'], args['website'], args['fil...
5,298,461
def parse_example_proto(example_serialized): """Parses an Example proto containing a training example of an image. The output of the build_image_data.py image preprocessing script is a dataset containing serialized Example protocol buffers. Each Example proto contains the following fields: ima...
5,298,462
def test_handle_recipe_basic(): """ handle_recipe takes a base url and some utf-8 encoded content that is a recipe. It returns a list of urls. """ urls = handle_recipe('http://example.com/', """ tiddler: monkey/pirate.tiddler recipe: special/thing.recipe """) assert urls == ['http://example.com/...
5,298,463
def intersection(set_1, set_2): """realisation of two sets intersection(simple set generator inside)""" return {i for i in set_1 if i in set_2}
5,298,464
def simulated_quantize_compute(attrs, inputs, out_type): """Compiler for simulated_quantize.""" assert len(inputs) == 5 assert attrs.sign assert attrs.rounding == "round" axis = attrs.axis data, in_scale, out_scale, clip_min, clip_max = inputs data = my_print(data, '\n\n********************...
5,298,465
def dy(series, n=1): """Difference over n years""" return (series-series.shift(n*series.index.freq.periodicity))
5,298,466
def scale_node(node, x, y, z, **kwargs): """ Scales node :param node: str :param x: float :param y: float :param z: float :param kwargs: """ raise NotImplementedError()
5,298,467
def main(): """Main entry point for execution.""" opt_parser = argparse.ArgumentParser( description='A tool for parsing fsconfig config files and producing' + 'digestable outputs.') subparser = opt_parser.add_subparsers(help='generators') gens = generator.get() # for each gen, ins...
5,298,468
def inad(V1,V2): """ Inertial advective wind <div class=jython> INAD ( V1, V2 ) = [ DOT ( V1, GRAD (u2) ), DOT ( V1, GRAD (v2) ) ] </div> """ return vecr(dot(V1,grad(ur(V2))),dot(V1,grad(vr(V2))))
5,298,469
def get_node_log(request, biz_cc_id, node_id): """ @summary: 查看某个节点的日志 @param request: @param biz_cc_id: @param node_id @return: """ task_id = request.GET.get('instance_id') history_id = request.GET.get('history_id') try: task = TaskFlowInstance.objects.get(pk=task_id, b...
5,298,470
def _app_options(self, url, headers=None, status=None, expect_errors=False): """ To be injected into TestApp if it doesn't have an options method available """ req = TestRequest.blank(path=url, method='OPTIONS', headers=headers, environ=self.extra_environ) return self.do_request(req, status, expect_...
5,298,471
def iter_with_final(it: Iterable[E]) -> Iterable[Tuple[E, bool]]: """ Change given iterator to new one yielding additional *final* flag. >>> list(iter_with_final(iter([1, 2, 3]))) [(1, False), (2, False), (3, True)] >>> list(iter_with_final(iter([42]))) [(42, True)] >>> list(iter_with_fin...
5,298,472
def display_page(my_title): """Creates the custom content of a page. args: - my_title: string with the title for the page. """ page_header(my_title) with st.beta_expander("Line chart"): with st.echo(): data = [1,2,3,2,1,2,3,2,1] st.line_chart(data) ...
5,298,473
def remlplen_herrmann(fp,fs,dp,ds): """ Determine the length of the low pass filter with passband frequency fp, stopband frequency fs, passband ripple dp, and stopband ripple ds. fp and fs must be normalized with respect to the sampling frequency. Note that the filter order is one less than the filt...
5,298,474
def _log_github_milestone_error(milestone): """ Log a GitHub milestone error """ separator = "\n" string_buffer = ( "Failed to close GitHub milestone:", "Title: {0}.".format(milestone.title), "Number: {0}.".format(milestone.number), "State: {0}.".format(milestone.sta...
5,298,475
def CreateBooleanIntersection1(curveA, curveB, tolerance, multiple=False): """ Calculates the boolean intersection of two closed, planar curves. Note, curves must be co-planar. Args: curveA (Curve): The first closed, planar curve. curveB (Curve): The second closed, planar curve. Re...
5,298,476
def pointer_scope(func): """The FDB format has a lot of pointers to structures, so this decorator automatically reads the pointer, seeks to the pointer position, calls the function, and seeks back.""" def wrapper(self, *args, **kwargs): pointer = kwargs.get("pointer") if pointer == None: pointer = self._read_...
5,298,477
def create_example_gpt(example: Example, tokenizer: Tokenizer) -> Example: """ Create example for GPT-[1,2] Substitute mask with <pad>, and store where the token was placed. During repr. collection, we'll need it. Example: >>> x = 'Most apples are [MASK].' ... tokenizer = transformers.AutoTo...
5,298,478
def should_smooth_series(tag: Enum) -> bool: """ :param tag: :return: """ if tag is TrainingScalars.training_loss: return True elif tag is TrainingScalars.validation_loss: return True return False
5,298,479
def do_storage_show(client, args): """ Show details of a storage """ storage = client.storages.get(args.id) utils.print_dict(storage)
5,298,480
def load_all_plugins(module_path: Set[str], plugin_dir: Set[str]) -> Set[Plugin]: """ :说明: 导入指定列表中的插件以及指定目录下多个插件,以 ``_`` 开头的插件不会被导入! :参数: - ``module_path: Set[str]``: 指定插件集合 - ``plugin_dir: Set[str]``: 指定插件路径集合 :返回: - ``Set[Plugin]`` """ def _lo...
5,298,481
def lineno(): """Returns the current line number in our program.""" return str( inspect.currentframe().f_back.f_lineno )
5,298,482
def test_numpy_functions_indices(): """ Check numpy functions that return indices. """ values = [np.array([-4, 3, -2, 1, 0]), np.ones((3, 3)), np.array([17])] units = [volt, second, siemens, mV, kHz] # numpy functions keep_dim_funcs = [np.argmin, np.argmax, np.argsort, np.nonzero] for ...
5,298,483
def positive_rates(df, score_col, label_col, thresholds): """Compute false positive and true positive rates.""" tpr = [] fpr = [] for threshold in thresholds: confusion = confusion_matrix_counts(df, score_col, label_col, threshold) if ( confusion["tp"] + confusion["fn"] == 0 ...
5,298,484
def get_phrases(): """ Returns a phrases dictionary of the form <callback>:<list of phrases> """ return _config_object["phrases"]
5,298,485
def graham_scan(points: np.ndarray) -> np.ndarray: """Find vertices of convex hull around points. Args: points: (x, y) coordinates of points. Returns: hull: points that are vertices on convex hull. """ primary, remaining_points = extract_primary(points) sorted_points = sort_for...
5,298,486
def waitfor(css_selector, text=None, classes=None): """ Decorator for specifying elements (selected by a CSS-style selector) to explicitly wait for before taking a screenshot. If text is set, wait for the element to contain that text before taking the screenshot. If classes is present, wait until th...
5,298,487
def parse_arguments(): """ Parse arguments passed to the script """ parser = argparse.ArgumentParser(description='File uploader to Firebase Storage.') parser.add_argument('config', help='Path of Firebase configuration file.') parser.add_argument('--filetoken', dest='filetoken', default=None, ...
5,298,488
def grandac(e, a, r, f_e): """Returns integrand for probability density of orbital radius where semi-major axis is a constant Args: e (float): Value of eccentricity a (float): Value of semi-major axis (AU) r (float): Value of orbital radius (A...
5,298,489
def get_default_path(name): """this function takes a an import name and returns the path full bash of the library if the library is in stdlib""" name_ = name if isinstance(name, (DottedName, Symbol)): name_ = str(name) if name_ in pyccel_external_lib.keys(): name = pyccel_external...
5,298,490
def test_1_uut2(executed_tests, test_result, uut, uut2): """ test 1 with two uut """ executed_tests.append(1) assert test_result
5,298,491
def get_requested_countries(countries, country_names): """ gets requested countries for visualization and info :param countries: list of all available countries for research :param country_names: list :return: (list, str) """ print(country_names) # gather the requested informat...
5,298,492
def AUTO_TECHSUPPORT_GLOBAL_since(db, since): """ Only collect the logs & core-dumps generated since the time provided. A default value of '2 days ago' is used if this value is not set explicitly or a non-valid string is provided """ table = "AUTO_TECHSUPPORT" key = "GLOBAL" data = { "s...
5,298,493
def start(): """Create and run view_book_list window""" root = Toplevel() book_list_window = BookListWindow(root) root.title('View book') root.resizable(width=False, height=False) root.mainloop()
5,298,494
def retrieve_plain(monitor, object_string): """Retrieves the request object as-is (doesn't apply any modification). This is valid only for objects which are single values (items from a tensor) :param monitor: either a training or evaluation monitor :param object_string: string to identify the object to...
5,298,495
def unique_id(context: Any) -> str: """ Returns a new unique string that can be used as an id="" attribute in HTML. Usage: {% with new_id=request|unique_id %} <label for="input:{{ new_id }}"> I am labelling a far-away input </label> ... <input id="input:{{ new_id }}"> {...
5,298,496
def get_contrast_in_df(df, img, img_name, contrast_type, grating_mask, white_mask, black_mask, metadata, x0, y0, angle, contrast_prefix=''): """helper function that handles inserting the contrast into the df """ if contrast_type == 'fourier': grating_1d = utils.extract_1d_grat...
5,298,497
def eprint(*args, **kwargs): """Print to stderr """ print(*args, file=sys.stderr, **kwargs)
5,298,498
def cash(ttl=60, key=None, ver=CURRENT_VERSION_ID, pre="", off=False): """ Copyright (C) 2009 twitter.com/rcb Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without rest...
5,298,499