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def event_message(iden, event): """Return an event message.""" return {"id": iden, "type": "event", "event": event}
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def match(command): """Match function copied from cd_mkdir.py""" return ( command.script.startswith('cd ') and any(( 'no such file or directory' in command.output.lower(), 'cd: can\'t cd to' in command.output.lower(), 'does not exist' in command.output.lower() ...
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def db_remove_game(game: str, channel: str) -> bool: """Removes a game from the database, for a specific channel """ if db_check_game_exists(game, channel): cursor.execute( "DELETE FROM deathcount " "WHERE channel=(?) AND game=(?)", (channel.lower(), game.lower(...
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def get_unique_id(): """Return an ID that will be unique over the current segmentation :return: unique_id :rtype: int """ global UNIQUE_ID UNIQUE_ID = UNIQUE_ID + 1 return UNIQUE_ID
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def human_study_csv_entity(datadir, src, tgt, nsample): """process model output for the entity control experiment, and generate csv files for human study of entity control. This function will yield a `human_study_entity.csv` file in the `datadir` directory Args: datadir: the dataset director...
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def logout_route(): """logout route""" logout_user() return redirect(url_for('app.index_route'))
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def setup_command_line_parser(): """ Sets up command line argument parser. Additional arguments could be added easily. For example if the version needed to be passed in with -v you could add it as a positional argument like so: parser.add_argument("-v", "--version", help="Current ver...
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def test_fenced_code_blocks_extra_03x(): """ Test case extra 03: variation of 1 where list already opened but no new list item NOTE: Small change to output to remove newline at pre/code at end. """ # Arrange source_markdown = """- ``` some text some other text ``` """ expected_tokens = ...
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def get_repo_name( name: str, in_mode: str, include_host_name: bool = False ) -> str: """ Return the full/short name of a Git repo based on the other name. :param in_mode: the values `full_name` or `short_name` determine how to interpret `name` """ repo_map = get_complete_repo_map(in_mo...
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def uvSnapshot(aa=1,b="int",euv=1,ff="string",g="int",n="string",o=1,r="int",umx="float",umn="float",uvs="string",vmx="float",vmn="float",xr="int",yr="int"): """ http://help.autodesk.com/cloudhelp/2019/ENU/Maya-Tech-Docs/CommandsPython/uvSnapshot.html ----------------------------------------- uvSnapshot is NOT ...
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def binary_search_hi(a,d,lo,hi): """ Created for leetcode prob 34 """ if d!=a[lo]: raise Exception("d should be a[lo]") while hi>lo: mid=(lo+hi)//2+1 if a[mid]==d: lo=mid else: hi=mid-1 if a[hi]==d: return hi else: retur...
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def log_to_file(csifile='csifile.dat'): """Implement log_to_file in Python""" f = open(csifile, 'wb') # show frequency count = 0 SLOW_MSG_CNT = 1 # /usr/include/linux/connector.h # #define CN_NETLINK_USERS 10 /* Highest index + 1 */ CN_NETLINK_USERS = 10 CN_IDX_IWLAGN = CN_NETLINK...
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def delete(task_id): """Remove task in db with given id.""" with _tasks_db(): tasks.delete(task_id)
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def check_subscription(func): """Checks if the user signed up for a paid subscription """ @wraps(func) def wrapper(*args, **kwargs): if current_user.is_authenticated(): subscription = current_user.subscription if not subscription.active and subscription.plan.name != 'Free': ...
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def spikesbetter(P): """ same as the custom cython function _dice6, a python implementation for easy use on other computers does spin selection procedure based on given array of probabilities -------------------------------------------------------------------- Inputs: P: probability of silence a...
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def generate_edits(diff): """Generate edit commands from an RCS diff block. DIFF is a string holding an entire RCS file delta. Generate a tuple (COMMAND, INPUT_POS, ARG) for each block implied by DIFF. Tuples describe the ed commands: ('a', INPUT_POS, LINES) : add LINES at INPUT_POS. LINES is a ...
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def questionnaire(): """ Questions to ask if no arguments given. """ mcc = questionnaire_3digit("MCC") mnc = questionnaire_3digit("MNC") device = scriptutils.questionnaire_device() bundles = utilities.i2b("CHECK BUNDLES?: ") if bundles: download = False upgrade = False ...
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def main(): """Entry point for gameoflife.""" # Command line argument parser parser = ArgumentParser(prog='gameoflife', description="Conway's Game of Life", epilog='Suggestions and bug reports are greatly ' 'apprecia...
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def onUrlFound(__url): """ Called by onPacketFound, if the packet contains a url. """ _url_ = resolveUrl(_url) logger.info(_url_)
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def t3x1_y(y): """ Translation in y. """ return t3x1(0.0, y, 0.0)
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def write_primer_info(primers, prefix): """ Write tsv of primer metadata """ if primers is None: primers = {} outfile = prefix + '.tsv' header = ['primer_set', 'amplicon_size_consensus', 'amplicon_size_avg', 'amplicon_size_sd', 'primer_id', 'primer_type', 'se...
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def perm_data_time(x, indices): """ Permute data matrix, i.e. exchange node ids, so that binary unions form the clustering tree. """ if indices is None: return x N, M, Q = x.shape Mnew = len(indices) assert Mnew >= M xnew = np.empty((N, Mnew, Q)) for i,j in enumerate(ind...
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def make_regress_files(regress_files, out_dir=None, regress_dir=None, clean=None): """ Copy ``regress_files`` from ``out_dir`` to ``regress_dir``, maintaining the relative directory structure. The ``clean`` parameter specifies a dict of rules for "cleaning" files so that uninteresting diffs are eli...
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def test_auth_proj_no_token(): """Token required by endpoint decorator""" response = requests.get(dds_cli.DDSEndpoint.AUTH_PROJ) assert response.status_code == 400 response_json = response.json() assert response_json.get("message") assert "JWT Token not found in HTTP header" in response_json.ge...
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def check_chromium() -> bool: """Check if chromium is placed at correct path.""" return chromium_executable().exists()
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def draw_lane(image, extracted_lane: Dict = {}, output_path: Optional[str] = None): """render extracted lane""" # TODO: refactor separate concern moving out the saving to a file lane_annotation_image = image.copy() if "right" in extracted_lane: lane_annotation_image = draw_lines( lan...
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def plot_edges(lattice : Lattice, labels : np.ndarray = 0, color_scheme : np.ndarray = ['k','r','b'], subset : np.ndarray = slice(None, None, None), directions : np.ndarray = None, ax = None, arrow_h...
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def menu_items_api(restaurant_id): """Route handler for api endpoint retreiving menu items for a restaurant. Args: restaurant_id: An int representing the id of the restaurant whose menu items are to be retrieved Returns: response: A json object containing all menu items for a g...
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def run(indata): """indata: event detection DataArray or DataSet""" if isinstance(indata, xr.DataArray): events = indata else: events = indata["Event_ID"] logging.info("events array defined.") # turn events into time x space by stacking lat & lon: events_stacked = events.stack(z=(...
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def goto_location(session: Session, args: Any) -> None: """https://scalameta.org/metals/docs/integrations/new-editor/#goto-location""" if isinstance(args, list) and args: open_location(session.window, args[0])
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def format_trace_id(trace_id: int) -> str: """Format the trace id according to b3 specification.""" return format(trace_id, "032x")
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def get_count_name(df): """Indicate if a person has a 'Name' Parameters ---------- df : panda dataframe Returns ------- Categorical unique code """ # Feature that tells whether a passenger had a cabin on the Titanic df['Words_Count'] = df['Name'].apply(lambda x: len(x.split...
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def register_action(request): """ 从这个django.contrib/auth.models 库里倒入里User方法。(其实User是orm方式操作用户表的实例) 然后我们直接用User.objects.create_user方法生成一个用户,参数为用户名和密码。然后保存这个生成的用户 就是注册成功了 但是如果用户表中已存在这个用户名,那么,这个生成语句就会报错。所以我们用try来捕获这个异常,如果发送错误那就是“用户已经存在”,如实给用户返回这句话。如果没问题,那么就返回 注册成功 :param request: :return: """ ...
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async def run_blocking_io(func: Callable, *args, **kwargs) -> Any: """|coro| Run some blocking function in an event loop. If there is a running loop, ``'func'`` is executed in it. Otherwise, a new loop is being created and closed at the end of the execution. Example: .. code-block:: python3...
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def parse_config(cfg, section): """ parse config data structure, return data of required section """ def is_valid_section(s): valid_sections = ["info", "project", "variables", "refdata"] return s in valid_sections cfg_data = None if is_valid_section(section): try: c...
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def _predict_states(freqs): """Use frequencies to predict states across a chromosome. Normalize so heterozygote blocks are assigned state 0 and homozygous are assigned state 1. """ from hmmlearn import hmm freqs = np.column_stack([np.array(freqs)]) model = hmm.GaussianHMM(2, covariance_type...
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def save_npz_dict(save_list=None, name='model.npz'): """Input parameters and the file name, save parameters as a dictionary into .npz file. Use ``tl.files.load_and_assign_npz_dict()`` to restore. Parameters ---------- save_list : list of parameters A list of parameters (tensor) to be saved...
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def test_add_constant(): """Test the add_constant function.""" a = rs.randn(10, 5) wanted = np.column_stack((a, np.ones(10))) got = stat.add_constant(a) assert_array_equal(wanted, got)
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def tp(*args) -> np.ndarray: """Tensor product. Recursively calls `np.tensordot(a, b, 0)` for argument list `args = [a0, a1, a2, ...]`, yielding, e.g., tp(a0, a1, a2) = tp(tp(a0, a1), a2) Parameters ---------- args : sequence Sequence of tensors Returns ------- np....
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def main(): """Run a simple test """ version = get_version() if version: print('Found tesseract OCR version %s' % version) print('Available languages:', get_list_of_langs()) else: print('Tesseract is not available')
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def delete(): """Remove the current user's avatar image.""" user = _get_current_user_or_404() try: avatar_service.remove_avatar_image(user.id) except ValueError: # No avatar selected. # But that's ok, deletions should be idempotent. flash_notice(gettext('No avatar image ...
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def aws_aws_page(): """main endpoint""" form = GenericFormTemplate() return render_template( 'aws_page.html', form=form, text=util.get_text(module_path(), config.language), options=g.user.get_options(), )
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def popen_program(cmd, minimized=False, pipe=False, shell=False, **kwargs): """Run program and return a subprocess.Popen object.""" LOG.debug( 'cmd: %s, minimized: %s, pipe: %s, shell: %s', cmd, minimized, pipe, shell, ) LOG.debug('kwargs: %s', kwargs) cmd_kwargs = build_cmd_kwargs( cmd, min...
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def precompute(instr): """ Args: instr: Returns: """ qecc = instr.qecc if qecc.name == '4.4.4.4 Surface Code' and qecc.circuit_compiler.name == 'Check2Circuits': precomputed_data = code_surface4444(instr) elif qecc.name == 'Medial 4.4.4.4 Surface Code' and qecc.circuit_...
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def remove_url(txt): """Replace URLs found in a text string with nothing (i.e. it will remove the URL from the string). Parameters ---------- txt : string A text string that you want to parse and remove urls. Returns ------- The same txt string with url's removed. ...
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def use_database(fn): """ Ensure that the correct database context is used for the wrapped function. """ @wraps(fn) def inner(self, *args, **kwargs): with self.database.bind_ctx(self.models): return fn(self, *args, **kwargs) return inner
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def write_csv(obj, filename): """ Convert dictionary items to a CSV file the dictionary format: :: {'result category 1': [ # 1st line of results {'header 1' : value_xxx, 'header 2' : value_yyy}, ...
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def format_help(title, lines, os_file): """Nicely print section of lines. :param title: help title, if exist :param lines: strings to format :param os_file: open filehandle for output of RST file """ close_entry = False if title: os_file.write("**" + title + ":**" + "\n\n") co...
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def getImapMailboxEmail(server, user, password, index, path="INBOX", searchSpec=None): """ imap_headers(server, user, password, index, path="INBOX", searchSpec=None) Load specified email header from an imap server. index starts from 0. Example WITH RECURSIVE ...
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def trace(msg, html=False, attachment=None, launch_log=False): """Write the message to the log file using the ``TRACE`` level.""" write(msg, "TRACE", html, attachment, launch_log)
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def test_lj2atomen(): """Test om de potentiaal tussen 2 atomen te berekenen""" afstand = 1.5 pot = 4*((1/afstand)**12 - (1/afstand)**6) potf = f90.ljpot2atomen(afstand) assert round(pot, 7) == round(potf, 7)
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def create_storage(uri=None): """factory to create storage based on `uri`, the ANYVAR_STORAGE_URI environment value, or in-memory storage. The URI format is one of the following: * in-memory dictionary: `memory:` Remaining URI elements ignored, if provided * Python shelf (dbm) persistence...
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def test_python_module_ctia_positive_malware( module_headers, module_tool_client): """Perform testing for malware entity of custom threat intelligence python module ID: CCTRI-164-056ef37c-171d-4b1d-ae3d-4601aaa465bb Steps: 1. Send POST request to create new malware entity using custom...
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def nmatches_mem(txt, pat, t, p, mem): """Find number of matches with recursion + memoization using a dictionary (this solution will also crash when recursion limit is reached) nmatches_mem(text, pattern, len(text), len(pattern), {}) """ if (t,p) in mem: return mem[t, p] ...
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def get_size_stats(args): """ Calculate size for each of the iterator. It recusively iterate though a directory to find a specific extension file and report their size in preferred format. """ lang_size_dict = {} for (dirpath, dirnames, filenames) in os.walk(args.data_folder_path): for f...
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def main(): """ main with an infinite loop""" username, password, address = get_conf() checker = Checker(username, password, address) while True: checker.store_next_events() checker.print_next_events() checker.notify_if_in_less(hours=20) time.sleep(60 * DEFAULT_CHECK_PERI...
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def data_get(): """ Get shared data from this server's local store. """ consistency = request.json["consistency"] name = request.json["name"] field = request.json["field"] value = "" error = "ok" if consistency == "strict": store = globalvars.get_data_store(globalvars.STRICT_...
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def pad_sequences(sequences, maxlen=None, value=0): """ pad sequences (num_samples, num_timesteps) to same length """ if maxlen is None: maxlen = max(len(x) for x in sequences) outputs = [] for x in sequences: x = x[:maxlen] pad_range = (0, maxlen - len(x)) x = n...
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def test_ct(): """Test if Ct calculation work""" sample_time = np.loadtxt('ref.txt', usecols=[0]) reference_ct = np.loadtxt('ref.txt', usecols=[1]) instance = trial.xixihaha.Kubo(delta=1 , tau=1) calculate_ct = instance.calculate_Ct(time=sample_time)[:,1] assert np.allclose(calculate_ct ,...
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def test_filter_by_patron(app, patron_pid, qs, should_raise): """Test the function filter_by_patron.""" search = RecordsSearch() if should_raise: with pytest.raises(UnauthorizedSearchError): _filter_by_patron(patron_pid, search, qs) else: _search, _qs = _filter_by_patron(patr...
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def reset_password(): """ Three main states of this controller 1. by default just show the email field 2. in a second step, also show the field for the code and new password 3. in a third step, if code is correct, redirect to login :return: template to be rendered """ ...
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def download(request, path): """ Downloads a file. This is inspired by django.views.static.serve. ?disposition={attachment, inline} """ decoded_path = urllib.unquote(path) if path != decoded_path: path = decoded_path if not SHOW_DOWNLOAD_BUTTON.get(): return serve_403_erro...
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def spacegroup_a_to_spacegroup_b(atoms, spgroup_a, spgroup_b, target_b_contribution, create_replicas_by, min_nb_atoms=None, target_nb_atoms=None, max_diff_nb_atoms=None, radius=None, target_replicas=None, max_rel_error=0.01, **kwargs): """Remove cent...
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def empty_surface(fill_color, size=None, flags=0): """Returns an empty surface filled with fill_color. :param fill_color: color to fill the surface with :type fill_color: pygame.Color :param size: the size of the new surface, if None its created to be the same size as the screen :type size...
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def getNetAddress(ip, netmask): """ Get the netaddress from an host ip and the netmask. :param ip: Hosts IP address :type ip: str :param netmask: Netmask of the network :type netmask: :returns: Address of the network calculated using hostIP and netmask :rtype: str """ ret...
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def wait_for_mysqld(config, mysqld): """Wait for new mysql instance to come online""" client = connect(config, PassiveMySQLClient) LOG.debug("connect via client %r", config['socket']) while mysqld.process.poll() is None: try: client.connect() client.ping() LOG...
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def begin_operation(name: str) -> dict: """ Gets the stats for the current operation. Parameters ---------- name: str name of the operation Returns ------- dict dictionary with the operation stats Examples -------- >>> from pymove.utils.mem import begin_oper...
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def create_or_load_vocabulary(data_path,training_data_path,vocab_size,test_mode=False,tokenize_style='word',fine_tuning_stage=False,model_name=None): """ create or load vocabulary and label using training data. process as: load from cache if exist; load data, count and get vocabularies and labels, save to f...
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def diff( macros: List[str], citations: List[str], styles: Optional[str], ) -> Iterable[AtomicIterable]: """Display changes in local template files.""" raise NotImplementedError
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def balance_intent_data(df): """Balance the data for intent detection task Args: df (pandas.DataFrame): data to be balance, should contain "Core Relations" column Returns: pandas.DataFrame: balanced data """ relation_counter = build_counter(df, "Core Relations") # augment each...
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def ddm_iadd(a, b): """a += b""" for ai, bi in zip(a, b): for j, bij in enumerate(bi): ai[j] += bij
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def plot_with_bbox(image, fv, size_correction = None): """ Graph the bounding boxes on an image Take the feature vectors, corresponding to the element class and parameters of the bounding box and plot it Parameters ---------- image : np.array ...
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def npareamajority(values, areaclass): """ numpy area majority procedure :param values: :param areaclass: :return: """ uni,ind = np.unique(areaclass,return_inverse=True) return np.array([np.argmax(np.bincount(values[areaclass == group])) for group in uni])[ind]
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def calcReward(eventPos, carPos, closeReward, cancelPenalty, openedPenalty): """ this function calculates the reward that will be achieved assuming event is picked up :param eventPos: position of events :param carPos: position of cars :param closeReward: reward if event is closed :param cancelPe...
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def b64encode(s: Any, altchars: Any = None) -> bytes: """Encode bytes using the standard Base64 alphabet. Argument ``s`` is a :term:`bytes-like object` to encode. Optional ``altchars`` must be a byte string of length 2 which specifies an alternative alphabet for the '+' and '/' characters. This allow...
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def select_programs(args, filter_paused=True, force=False): """ Return a list of selected programs from command line arguments """ if not (args.all ^ bool(args.names)): if args.all: log.error("You may not specify a program name when you use the -a/--all option (See -h/--help for mor...
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def test_mat_lu_det(): """Test that the mat_lu() function returns correctly a matrix determinant""" my_mats = [ [[2, 4, 6, 8], [1, 9, 2, 0], [7, 1, 2, 3], [8, 11, 3, 2]], [[3, 6, 3], [8, 2, 1], [5, 3, 2]], [[4, 1], [3, 2]], [[0, 3, 2, 1], [0, 0, 3, 6], [0, 0, 0, 18], [0, 0, 0, 12]], [[9, 2, ...
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def three_comp_two_objective_functions(obj_vars, hz: int, ttes: SimpleTTEMeasures, recovery_measures: SimpleRecMeasures): """ Two objective functions for recovery and expenditure error that get all required params as arguments ...
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def scale(data, new_min, new_max): """Scales a normalised data series :param data: The norrmalised data series to be scaled :type data: List of numeric values :param new_min: The minimum value of the scaled data series :type new_min: numeric :param new_max: The new maxim...
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def default_config() -> ClientConfig: """ :return: Default configuration for the experiment """ simulation_config = SimulationConfig(render=False, sleep=0.8, video=True, log_frequency=1, video_fps=5, video_dir=default_output_dir() + "/videos", num_episodes=1000, ...
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def get_same_padding(kernel_size: int, stride: int, dilation: int) -> int: """Calculates the padding size to obtain same padding. Same padding means that the output will have the shape input_shape / stride. That means, for stride = 1 the output shape is the same as the input, and str...
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def move_child_position(context, request): """ Move the child from one position to another. :param context: "Container" node in which the child changes its position. :type context: :class:kotti.resources.Node or descendant :param request: Current request (of method POST). Must contain either ...
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def test_hawk_tail(): """Test module hawk_tail.py by downloading hawk_tail.csv and testing shape of extracted data has 838 rows and 2 columns """ test_path = tempfile.mkdtemp() x_train, metadata = hawk_tail(test_path) try: assert x_train.shape == (838, 2) except: shutil.rmtree(test_path) r...
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def get_current_version(package: str) -> str: """ Query PyPi index to find latest version of package :param package: str - name of pacahe :return: str - version if available """ url = f'{PYPI_BASE_URL}/pypi/{package}/json' headers = { 'Content-Type': 'application/json' } res...
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def get_model_path(model_name): """ Returns path to the bird species classification model of the given name. Parameters ---------- model_name : str Name of classifier model. Should be in format ``<model id>_<taxonomy version>-<taxonomy md5sum>``. *v0.3.1 UPDATE: model names...
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def mconcat(xs : [a]) -> a: """ mconcat :: (Monoid m) => [m] -> m Fold a list using the monoid. """ return Monoid[xs[0]].mconcat(xs)
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def maybe_zero_out_padding(inputs, kernel_size, nonpadding_mask): """If necessary, zero out inputs to a conv for padding positions. Args: inputs: a Tensor with shape [batch, length, ...] kernel_size: an integer or pair of integers nonpadding_mask: a Tensor with shape [batch, length] Returns: Ten...
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def display_json(value): """ Display input JSON as a code """ if value is None: return display_for_value(value) if isinstance(value, str): value = json.loads(value) return display_code(json.dumps(value, indent=2, ensure_ascii=False, cls=DjangoJSONEncoder))
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def get_rgba_from_color(rgba): """Return typle of R, G, B, A components from given color. Arguments: rgba - color """ r = (rgba & 0xFF000000) >> 24 g = (rgba & 0x00FF0000) >> 16 b = (rgba & 0x0000FF00) >> 8 a = (rgba & 0x000000FF) return r, g, b, a
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def beauty_factor(G): """Return the "beauty factor" of an arbitrary graph, the minimum distance between a vertex and a non-incident edge.""" V, E = G[0], G[1] dists = [] for (i, u) in enumerate(V): for (j, k) in E: if i == j or i == k: continue v, w = ...
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def simulationTwoDrugsVirusPopulations(): """ Run simulations and plot graphs examining the relationship between administration of multiple drugs and patient outcome. Plots of total and drug-resistant viruses vs. time are made for a simulation with a 300 time step delay between administering the 2...
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def line_plane_cost(line, plane): """ A cost function for a line and a plane """ P = normalised((line|plane)*I5) L = normalised(meet(P, plane)) return line_cost_function(L, line)
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def run_covid_update(update_name: str) -> None: """Enacts a scheduled update and either repeats or deletes it. Updates COVID data for the area specified in config.json, and schedules a new update if the update repeats, otherwise the update is removed. Args: update_name: The identif...
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def register_document_to_documentsbundle(bundle_id, payload): """ Relaciona documento com seu fascículo(DocumentsBundle). Utiliza a endpoint do Kernel /bundles/{{ DUNDLE_ID }} """ try: response = hooks.kernel_connect( "/bundles/%s/documents" % bundle_id, "PUT", payload)...
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def test_alt(): """Setup input for running Alternate Live Load. Inputs the Alternate loading with the following inputs: span_lengths = [5.0,6.0,7.0,8.0,9.0,10.0,11.0,12.0,13.0,14.0,16.0, 18.0,20.0,24.0,28.0,32.0,36.0,40.0,45.0,50.0,55.0, 60.0,70.0,80.0,90.0,100.0,120.0,140.0,...
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def let_it_roll(path): """ takes a list of image files and returns a video """ pass
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def test_save_unregistered_email(mock_email_address_qs): """ If the provided email address doesn't exist in the system, saving should do nothing. """ address = "test@example.com" mock_email_address_qs.get.side_effect = models.EmailAddress.DoesNotExist data = {"email": address} serialize...
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def force_full_index(dataframe: pd.DataFrame, resampling_step: int = None, resampling_unit: str = "min", timestamp_start: int = None, timestamp_end: int = None) -> pd.DataFrame: """ forces a full index. Missing index will be replaced by Nan. Note: resampling should...
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def legislature_to_number(leg): """ Takes a full session and splits it down to the values for FormatDocument.asp. session = '49th-1st-regular' legislature_to_number(session) --> '49Leg/1s' """ l = leg.lower().split('-') return '%sLeg/%s%s' % (l[0][0:2], l[1][0], l[2][0])
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def pin_tags(pb, config_file): """ Tag every item in pinboard with the name of it's originating website """ all_bookmarks = pb.posts.all() # Boolean to determine wheter to do additional filtering # Only run if filter config file exists domain_map = None if config_file and os.path.is...
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