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def set_default_styles(svg_element): """ sets fill, stroke, stroke-width to default so that at least the elements is visibly displayed :param svg_element: :return: """ assert svg_element is not None svg_element.set_fill(NONE) svg_element.set_stroke(RED) svg_element.set_stroke_wid...
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def float_or_none(string): """ Returns float number iff string represents one, else return None. TESTS OK 2020-10-24. """ try: return float(string) except (ValueError, TypeError): return None
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def move_release_to_another_collection_folder(user: UserWithUserTokenBasedAuthentication, username: str, source_folder_id: int, destination_folder_id: int, ...
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def test_badbase_error(): """Test that an error is raised if base is invalid.""" C = classifier.BinaryClassifier(np.zeros(2), 1) with pytest.raises(TypeError): core.global_entropy(C, 4)
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def load_region_maps(region_file): """Extracts creates a map from PHI region id to a continuous region id.""" region_ids = [] # Used mainly for eval region_ids_inv = {} # Used in data loader region_names_inv = {} # Used in eval for l in region_file.read().strip().split('\n'): tok_name_id, _ = l.strip()...
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def _find_nearest_idx(a, a0): """Element idx in nd array `a` closest to the scalar value `a0`.""" if isinstance(a, list): a = np.array(a) idx = np.abs(a - a0).argmin() return idx
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def build_argument_parser(): """ Builds the argument parser :return: the argument parser :rtype: ArgumentParser """ opts = ArgumentParser() opts.add_argument(dest='filename', help='Filename or release name to guess', nargs='*') naming_opts = opts.add_argument_group("Naming") naming_...
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def does_user_have_product(product, username): """Return True/False if a user has the specified product.""" try: instance = adobe_api.AdobeAPIObject(username) except adobe_api.AdobeAPINoUserException: return False return instance.has_product(product)
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def items_for_result(cl, result, form): """ Generate the actual list of data. """ def link_in_col(is_first, field_name, cl): if cl.list_display_links is None: return False if is_first and not cl.list_display_links: return True return field_name in cl.list...
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def system_to_ntp_time(timestamp): """Convert a system time to a NTP time. Parameters: timestamp -- timestamp in system time Returns: corresponding NTP time """ return timestamp + NTP_DELTA
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def bcewithlogits_loss(weight=None, size_average=None, reduce=None, reduction='mean', pos_weight=None): """Creates a criterion that combines a `Sigmoid` layer and the `BCELoss` in one single class Arguments: weights(Tensor, optional) : A manual rescaling weight given to the loss of each batch e...
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def transition_matrix( adata: AnnData, vkey: str = "velocity", backward: bool = False, weight_connectivities: Optional[float] = None, sigma_corr: Optional[float] = None, scale_by_variances: bool = False, var_key: Optional[str] = "velocity_graph_uncertainties", var_min: float = 0.1, u...
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def bcftools_ann_predict_csv(): """Open the bcftools.csv file with predictions annotation.""" with open(BCFTOOLS_ANN_PREDICT_CSV) as f: yield f
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def create_access_token( subject: Union[str, Any], expires_delta: timedelta = None, is_superuser: bool = False ) -> str: """ generate jwt token :param subject: subject need to save in token :param expires_delta: expires time :return: token """ if expires_delta: expire = datet...
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def transparency(wavelength): """Returns the sky transparency in [0, 1] for wavelength in [m]""" wavelength = wavelength / 10**-9 idx = numpy.argmin(numpy.abs( data_transparency['wavelength'] * 1000 - wavelength)) return data_transparency['fraction'][idx]
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def define_color_dict_for_file_extensions(df, create_map): """ Defines a color mapping for file extensions. If create_map is true, it creates a new map; otherwise it reads an existing file. :param df (DataFrame): A DataFrame object. :param create_map (boolean): True to create a new map; False to rea...
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def invert_indices(indices: Iterable[int], size: int) -> Iterator[int]: """ Returns the indices that are not in the given indices, up to the given size. :param indices: The indices to invert. :param size: The exclusive maximum index. :return: A inverted indices. """ in...
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def split_fortran_files(source_dir, subroutines=None): """Split each file in `source_dir` into separate files per subroutine. Parameters ---------- source_dir : str Full path to directory in which sources to be split are located. subroutines : list of str, optional Subroutines to sp...
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def readcsv(self): """ Load the whole csv file and make bar charts for language prevalence and program type. Codes for making bar chat came from here: https://stackoverflow.com/questions/19198920/using-counter-in-python-to-build-histogram """ # Load the whole csv file. df = pd.read_cs...
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def selection_error_message(): """Displays error message if permutations or combinatons checkbuttons state is not active""" if permutations_checkbox_value.get() == 0 and combinations_checkbox_value.get() == 0 and repeat_checkbox_value.get() == 0 or 1: messagebox.showerror('User Error', 'Please select Co...
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def parse_all_moves(moves_string): """ Parse a move string """ moves = [] if not moves_string: raise ValueError("No Moves Given") moves_strings = moves_string.split(" ") for move_string in moves_strings: move = CubeMove.parse(move_string) moves.append(move) return moves
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def merge_samples(samples, nchannels, weight_table=None): """ Merges two samples :param samples: the samples, must have the same sample rate and channel count :param nchannels: the number of channels :param weight_table: adds a specific weight to each sample when merging the sound :return: the m...
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def update_presence(): """Update presence in Discord :returns: TODO """ activity = base_activity filename = get_filename() extension = get_extension() if filename: activity['details'] = f"Editing {filename}" activity['assets']['large_text'] = f"Editing a .{get_extension()} ...
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def get_spam_info(msg: Message, max_score=None) -> (bool, str): """parse SpamAssassin header to detect whether a message is classified as spam. Return (is spam, spam status detail) The header format is ```X-Spam-Status: No, score=-0.1 required=5.0 tests=DKIM_SIGNED,DKIM_VALID, DKIM_VALID_AU,RC...
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def _check(isamAppliance, id=None): """ Check if the last created user has the exact same id or id exists :param isamAppliance: :param comment: :return: """ ret_obj = get_all(isamAppliance) if id != None: for users in ret_obj['data']: if users['id'] == id: ...
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def plot_week_timeseries(time, value, normalise=True, label=None, h=0.85, value2=None, label2=None, daynames=None, xfmt="%1.0f", ax=None): """ Shows a timeseries dispatched by days as bars. @param time dates @param ...
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def plot_boxes_on_image(image, boxes, color=(0,255,255), thickness=2): """ Plot the boxes onto the image. For the boxes a center, size representation is expected: [cx, cy, w, h]. :param image: The image onto which to draw. :param boxes: The boxes which shall be plotted. :return: An image with ...
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def get_text(markup: str) -> str: """Remove html tags, URLs and spaces using regexp""" text = re.sub(r"<.*?>", "", markup) url_pattern = r"(http|ftp)s?://(?:[a-zA-Z]|[0-9]|[$-_@.&#+]|[!*\(\),]|\ (?:%[0-9a-fA-F][0-9a-fA-F]))+" text = re.sub(url_pattern, "", text) text = re.sub(r"\s...
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def intercept_channel(channel, *interceptors): """Intercepts a channel through a set of interceptors. This is an EXPERIMENTAL API. Args: channel: A Channel. interceptors: Zero or more objects of type UnaryUnaryClientInterceptor, UnaryStreamClientInterceptor, StreamUnary...
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def create_static_ip(compute, project, region, name): """Create global static IP :param compute: GCE compute resource object using googleapiclient.discovery :param project: string, GCE Project Id :param region: string, GCE region :param name: string, Static IP name :return: Operation informatio...
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def stream_trec07p(dataset_path): """2007 TREC’s Spam Track dataset. The data contains 75,419 chronologically ordered items, i.e. 3 months of emails delivered to a particular server in 2007. Spam messages represent 66.6% of the dataset. The goal is to predict whether an email is a spam or not. Par...
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def ctc_loss(encoder_outputs, labels, frame_lens, label_lens, reduction, device): """ All sorts of stupid restrictions from documentation: In order to use CuDNN, the following must be satisfied: 1. targets must be in concatenated format, 2. all input_lengths must be T. 3. blank=0 4. target_...
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def expand_parameters(host, params): """Expand parameters in hostname. Examples: * "target{N}" => "target1" * "{host}.{domain} => "host01.example.com" """ pattern = r"\{(.*?)\}" def repl(match): param_name = match.group(1) return params[param_name] return re.sub(patte...
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def p_term(p): """term : factor snp_check_precedence_and_create_quadruple_for_op term1"""
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def search_s1(saturation, size, startTime): """ First stage for sequential adsorption. Returns list of circles, current saturation, list of times and list of saturations. Keyword arguments: size -- radius of single circle saturation -- max saturation startTime -- start tim...
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def draw_labeled_bounding_boxes(img, labeled_frame, num_objects): """ Starting from labeled regions, draw enclosing rectangles in the original color frame. """ # Iterate through all detected cars for car_number in range(1, num_objects + 1): # Find pixels with each car_number label value ...
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def add_scalebar( x_units=None, y_units=None, anchor=(0.98, 0.02), x_size=None, y_size=None, y_label_space=0.02, x_label_space=-0.02, bar_space=0.06, x_on_left=True, linewidth=3, remove_frame=True, omit_x=False, omit_y=False, round=True, usetex=True, ax=No...
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def test_config_slack_handler_default_error(monkeypatch): """Tests setting the slack handler channel to 'default' raised error. """ monkeypatch.setenv('LOGGING_CONFIG_FILE', 'logging_config_slack_default.json') config_dir = os.path.dirname(__file__) with pytest.raises(ValueError): _ = Slack...
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def retweet_fun(): """ Retweets if there are any particular hastags. """ retweet_fav_post(api)
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def get_checks(cur, table): """ Gets CHECK constraints for a table, adding them to the table. :param cur: A cursor to execute commands on. :param table: The table to get CHECKs for. """ cur.execute(f"""select oid, conname, consrc, pg_get_constraintdef(oid) from pg_constraint where conrelid = {t...
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def sigint_handler(*args): """Handler for the SIGINT signal.""" pg.exit() exit(0)
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def _skip_comments_and_whitespace(lines, idx): ############################################################################### """ Starting at idx, return next valid idx of lines that contains real data """ if (idx == len(lines)): return idx comment_re = re.compile(r'^[#!]') lines_slic...
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def load_scalar_attributes(mapper, state, attribute_names): """initiate a column-based attribute refresh operation.""" # assert mapper is _state_mapper(state) session = state.session if not session: raise orm_exc.DetachedInstanceError( "Instance %s is not bound to a Session; " ...
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def named_payload(name, parser_fn): """Wraps a parser result in a dictionary under given name.""" return lambda obj: {name: parser_fn(obj)}
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def action_train_protocol(sentence, Train=True): """function to train the action prediction model""" if Train: training_data = [] with open('datasets/action_dataset.json') as data_file: data = json.load(data_file) for line in data: #fetching training data ...
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def commonModeCSPAD2x2(evt, type, key, mask=None): """Subtraction of common mode using median value of masked pixels (left and right half of detector are treated separately). Adds a record ``evt["analysis"]["cm_corrected - " + key]``. Args: :evt: The event variable :type(str): The ...
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def _SoftmaxCrossEntropyWithLogitsGrad(op, grad_loss, grad_grad): """Gradient function for SoftmaxCrossEntropyWithLogits.""" # grad_loss is the backprop for cost, and we multiply it with the gradients # (which is output[1]) # grad_grad is the backprop for softmax gradient. # # Second derivative is just soft...
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def assign_coord_ip_addresses(topo: Topology) -> None: """Assigns IP addresses for communication between coordinator, other control services and ASes. :param topo: Topology with a coordinator. No IP addresses must be assigned yet in the coordinator's network. """ bridge = topo.coordina...
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def prod_finished(job): """Check if prod stage is finished.""" try: step = "prod" + str(job.doc.prod_replicates_done - 1) except (KeyError, AttributeError): step = "prod" + "0" run_file = job.ws + "/run.{}".format(step) if job.isfile("run.{}".format(step)): with open(run_fil...
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def PrimaryCaps(layer_input, name, dim_capsule, channels, kernel_size=9, strides=2, padding='valid'): """ PrimaryCaps layer can be seen as a convolutional layer with a different activation function (squashing) :param layer_input :param name :param dim_capsule :param channel...
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async def create_log_file(nats_handler, shared_storage, logger): """ Creates CSV for logger outputs Args: nats_handler (NatsHandler): NatsHandler used to interact with NATS shared_storage (dict): Dictionary to persist memory across callbacks logger (JSONLogger): Logger that can be ...
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def get_font(args): """ Gets a font. :param args: Arguments (ttf and ttfsize). :return: Font. """ try: return ImageFont.truetype(args.ttf, args.ttfsize) except: return ImageFont.load_default()
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def zeros(shape): """ Creates and returns a new array with the given shape which is filled with zeros. """ mat = empty(shape) return fill(mat, 0.0)
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def unpack_puzzle_input(dir_file: str) -> tuple[list, list]: """ Args: dir_file (str): location of .txt file to pull data from Returns: bingo numbers and bingo cards in list format """ with open(dir_file, "r") as file: content = file.read().splitlines() bingo_number...
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def blank_response(): """Fixture that constructs a response with a blank body.""" return build_response(data="")
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def dense_image_warp(image:torch.Tensor, flow:torch.Tensor) -> torch.Tensor: """Image warping using per-pixel flow vectors. See [1] for the original reference (Note that the tensor shape is different, etc.). [1] https://www.tensorflow.org/addons/api_docs/python/tfa/image/dense_image_warp Parameters ...
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def test_registration_of_action_on_pointer_of_pointer(workers): """ Ensure actions along a chain of pointers are registered as expected. """ bob = workers["bob"] alice = workers["alice"] tensor = torch.tensor([1, 2, 3, 4.0]) ptr = tensor.send(bob) ptr = ptr.send(alice) ptr_action = ...
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def validateRange(rangeStr : str) -> bool: """Validates the range argument""" # type cast and compare try: # get range indices ranges = rangeStr.split(",", 1) rangeFrom = 0 if ranges[0] == "" else int(ranges[0]) rangeTo = 0 if ranges[1] == "" else int(ranges[1]) # ...
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def update_log_ip_dict_per_ingress_egress_point(flow_ingress_asn, flow_ip, origin_asn, ip_prefix, country_code, flow_bytes, flow_packets, d_ipsrc_level_analysis_perpoint): """ Account for unique IPAddresses, BGP prefixes, origin_asn per ingress/egress points. :param flow_ingress_asn: :param flow_ip: ...
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def _config_from_file(configfile): """Return a dict containing all of the config values found in the given configfile. """ conf = {} # set from config if possible if configfile: with open(configfile, 'r') as fp: config_yaml = yaml.load(fp) conf = config_yaml ...
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def error(bot, context, wut): """Log Errors caused by Updates.""" print(wut) logger.warning('Update "%s" caused error "%s"', bot, context.error)
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def odr_planar_fit(points, rand_3_estimate=False): """ Fit a plane to 3d points. Orthogonal distance regression is performed using the odrpack. Parameters ---------- points : list of [x, y, z] points rand_3_estimate : bool, optional First estimation of the plane using 3 random poin...
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def adjust_learning_rate_lrstep(epoch, opt): """Sets the learning rate to the initial LR decayed by decay rate every steep step""" steps = np.sum(epoch > np.asarray(opt.lr_decay_epochs)) if steps > 0: new_lr = opt.lr_init * (opt.lr_decay_rate ** steps) return new_lr return opt.lr_init
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def set_sock_quickack(sock): """ open quickack for the socket I.g. :: sock.setsockopt(socket.IPPROTO_TCP, socket.TCP_NODELAY, 1) sock.setsockopt(socket.IPPROTO_TCP, socket.TCP_QUICKACK, 1) """ sock.setsockopt(socket.IPPROTO_TCP, socket.TCP_NODELAY, 1) try: sock.setso...
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def subplot(n, m, k): """ Create a subplot command Example:: import numpy as np x = np.linspace(-5, 5, 1000) figure(1) subplot(2, 1, 1) plot(x, np.sin(x), "r+") subplot(2, 1, 2) plot(x, np.cos(x), "g-") show() """ global _current_...
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def _create_gdcm_image(src: bytes, **kwargs: Any) -> "gdcm.Image": """Return a gdcm.Image from the `src`. Parameters ---------- src : bytes The raw image frame data to be encoded. **kwargs Required parameters: * `rows`: int * `columns`: int * `samples_per_pi...
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def parallel_upload_chunks(vol, files, bin_paths, chunk_size, num_workers): """Push tif images as chunks in CloudVolume object in Parallel Arguments: vol {cloudvolume.CloudVolume} -- volume that will contain image data files {list} -- strings of tif image filepaths bin_paths {list} -- b...
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def _4_graphlet_contains_3star(adj_mat): """Check if a given graphlet of size 4 contains a 3-star""" return (4 in [a.sum() for a in adj_mat])
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def _one_day(args): """Prompts for index file update `_need_to_index` has already filtered jpg preferred over other formats, that is, if there is a duplicate name, it will list the jpg, not the arw, pcd, etc. in the index. Args: args (list): files to index """ def _extract_jpg(ima...
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def af4_path() -> Path: """Return the abspath of Go bio-target-rna-fusion binary. Builds the binary if necessary""" global AF4_PATH if not AF4_PATH: af4_label = "//go/src/github.com/grailbio/bio/cmd/bio-fusion" build([af4_label]) AF4_PATH = go_executable(af4_label) return AF4_PAT...
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def get_sentence_content(sentence_token): """Extrac sentence string from list of token in present in sentence Args: sentence_token (tuple): contains length of sentence and list of all the token in sentence Returns: str: setence string """ sentence_content = '' for word in sente...
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def timestamp_error(item: SensorItem): """this function fixes an error when timestamp is logged in a smaller unit then seconds.""" if float(item.timestamp) / 3600 * 24 * 356 > 2019 and \ "." not in str(item.timestamp) and \ len(str(item.timestamp)) > 10: # this bug has fixed in 2...
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def _parse_filename(filename): """Parse meta-information from given filename. Parameters ---------- filename : str A Market 1501 image filename. Returns ------- (int, int, str, str) | NoneType Returns a tuple with the following entries: * Unique ID of the individua...
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def sequence_generator(data, look_back = 50): """\ Description: ------------ Input data for LSTM: Convert to user trajectory (maximum length: look back) """ train,test, valid = [],[],[] unique_users = set(data[:,0]) items_per_user = {int(user):[0 for i in range(look_back)] for user...
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def prefit_clf__svm(gamma: float = 0.001) -> base.ClassifierMixin: """Returns an unfitted SVM classifier object. :param gamma: ... :return: """ return svm.SVC(gamma=gamma)
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def option_not_exist_msg(option_name, existing_options): """ Someone is referencing an option that is not available in the current package options """ result = ["'options.%s' doesn't exist" % option_name] result.append("Possible options are %s" % existing_options or "none") return "\n".join(resu...
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def ConverterCommand(options): """Convert the default probe statements to project specific statements.""" probe_statement_path = hwid_utils.GetProbeStatementPath(options.project) converted_results_obj = converter.ConvertToProbeStatement( options.database, probe_statement_path) converted_results_data = jso...
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def elslib_CylinderD2(*args): """ :param U: :type U: float :param V: :type V: float :param Pos: :type Pos: gp_Ax3 :param Radius: :type Radius: float :param P: :type P: gp_Pnt :param Vu: :type Vu: gp_Vec :param Vv: :type Vv: gp_Vec :param Vuu: :type Vuu: ...
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def cmorization(in_dir, out_dir, cfg, _): """Cmorization func call.""" cmor_table = cfg['cmor_table'] glob_attrs = cfg['attributes'] # run the cmorization for var, vals in cfg['variables'].items(): in_files = collect_files(in_dir, var, cfg) logger.info("CMORizing var %s from input s...
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def main() -> None: """Interactive use of task scheduler implementation.""" try: scheduler = data_input() result_output(scheduler=scheduler) except KeyboardInterrupt: pass
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def get_version_message(version: str): """Get the message for the zygrader version from the changelog""" changelog = load_changelog() msg = [f"zygrader version {version}", ""] version_index = 0 for line in changelog: if line == version: version_index = changelog.index(line) + 1...
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def handle_right(left_entry_box, right_entry_box, mqtt_sender): """ Tells the robot to move using the speeds in the given entry boxes, but using the negative of the speed in the right entry box. :type left_entry_box: ttk.Entry :type right_entry_box: ttk.Entry :type mqtt_sender: ...
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def get_arity(p, b_addr): """ Retrieves the arity by inspecting a funciton call :param p: angr project :param b_addr: basic block address :return: arity of the function """ return len(get_ord_arguments_call(p, b_addr))
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def draw_des3_plot(): """ This function is to draw the plot of DES 3. """ objects = ('Singapore', 'Uruguay', 'Chile', 'Belgium', 'Denmark', 'Qatar', 'Portugal', 'Canada', 'Spain', 'Ireland') y_pos = np.arange(len(objects)) performance = [71, 69, 68, 66, 65, 65, 64, 63, 63, 62] plt.xkcd() ...
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def main(): """ This function will use various utility functions, classes, and methods to determine the location of two Resistance members: Rey and Chewbacca. Nothing is returned from this function, however a file <updated_information.json> is produced. Parameters: None Returns: ...
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def get_pi_id(rc): """ Gets the database id of the group PI Parameters ---------- rc: runcontrol object The runcontrol object. It must contain the 'groups' and 'people' collections in the needed databases Returns ------- The database '_id' of the group PI """ grou...
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def gather_from_processes(chunk, split_sizes, displacements, comm=MPI.COMM_WORLD): """Gather data chunks on rank zero :param chunk: Data chunks, living on ranks 0, 1, ..., comm.size-1 :type chunk: np.ndarray :param split_sizes: Chunk lenghts on individual ranks :type split_sizes: np.ndarray :pa...
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def pluginExists(name): """pluginExists(name) -> True if found, or False if not. This function is the same as load(), but only checks for the existence of a plugin rather than loading it. If there is no slash in the name then the pluginPath() is searched for it. If there is a slash then the name is...
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def test_deep_nested_env_no_merge_databag(): """merge flag is honored""" data = api.get_env_databag(root_dir, False, "dev/special") logger.debug(data) assert data.get("new_value") is None assert data.get("common_value") is None assert data.get("special_value") == "special" assert api.get_out...
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async def publish_file_as_upload( background_tasks: BackgroundTasks, file_data: UploadFile = File(...) ) -> tp.Union[IpfsPublishResponse, GenericResponse]: """ Publish file to IPFS using local node (if enabled by config) and / or pin to Pinata pinning cloud (if enabled by config). File is accepted as a...
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def edit_collab() : """ Endpoint to edit a specified collaboration's member variables. This endpoint requires the requesting user to be an authenticated user to properly function. Request Body Parameters: id: string, JSON, required owner: string, JSON, optional size: int, JSON, ...
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def create_lkas_ui(packer, main_on, enabled, steer_alert, defog, ahbc, ahbcramping, config, noipma, stats, persipma, dasdsply, x30, daschime, lines): """Creates a CAN message for the Ford Steer Ui.""" values = { "PersIndexIpma_D_Actl": persipma, "DasStats_D_Dsply": dasdsply, "Set_Me_X30": x30, "Lin...
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def unique(seq, key=identity): """ Return only unique elements of a sequence >>> tuple(unique((1, 2, 3))) (1, 2, 3) >>> tuple(unique((1, 2, 1, 3))) (1, 2, 3) Uniqueness can be defined by key keyword >>> tuple(unique(['cat', 'mouse', 'dog', 'hen'], key=len)) ('cat', 'mouse') """ ...
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def test_validation(celery_app): """Task and shared task decorators must check required `Injector` attributes.""" with pytest.raises(DependencyError) as exc_info: @contrib.task class Container1(Injector): name = "foo.bar.baz" run = lambda: None # noqa: E731 me...
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def _contextual_loss(x, y, reduction='mean'): """Contextual loss """ loss = -torch.log(_contextual_similarity(x, y)) if reduction == 'mean': loss = loss.mean() return loss
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def _actual_center(pos, angle): """ Calculate the position of the geometric center of the agent The value of self.cur_pos is the center of rotation. """ dir_vec = get_dir_vec(angle) return pos + (CAMERA_FORWARD_DIST - (ROBOT_LENGTH / 2)) * dir_vec
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def load_one_batch_mnist(batch_size=64, shuffle=True): """Return a single batch (inputs, labels) of MNIST data.""" dataloader = get_mnist_dataloder(batch_size, shuffle) X, y = next(iter(dataloader)) return X, y
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def replace_math_functions(input_string): """ FIXME: Temporarily replace std:: invocations of math functions with non-std:: versions to prevent linker errors NOTE: This can lead to correctness issues when running tests, since the correct version of the math function (exp/expf) might not get called. ...
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def __validate_id_key(self, key, value): """Shorthand function to validate ID keys.""" test_object = db.get_object_as_dict_by_id(value) if not test_object: raise TypeError("No object with the ID given in the key '" + key + "' was found. (" + value + ")") elif self.id_key_types[key] != "any" and not test_object['o...
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def KmeansInterCompare(k, data, nbTests): """Réalisation d'un nombre donné de classification Kmeans. Le meilleur résultat selon le critère d'inertie inter-groupe est affiché""" KmeansResults = [] for i in range(0, nbTests): KmeansResults.append(Kmeans(k, data)) # on maximise l'inertie inter...
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