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def get_oldest_employees(count_employees: int) -> typing.List[typing.Tuple[str, str]]: """ Return a list of pairs in the form of (FirstName, LastName). The list will consist of the `count` oldest employees from oldest to youngest. :param count: Number of employees to return. :type count: int :r...
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def get_Q_UT_CL_d_t_i(L_CL_d_t_i, Q_T_CL_d_t_i): """冷房設備機器の未処理冷房潜熱負荷(MJ/h)(20b)を計算する Args: Q_max_CL_d_t_i(ndarray): 最大冷房潜熱出力 L_CL_d_t_i(ndarray): 冷房潜熱負荷 Q_T_CL_d_t_i: returns: 冷房設備機器の未処理冷房潜熱負荷(MJ/h) Returns: ndarray: 冷房設備機器の未処理冷房潜熱負荷(MJ/h) """ return L_CL_d_t_i - Q_T_CL_d_...
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def html_gscholar_to_json(soup): """ """ # Scrape just PDF links for pdf_link in soup.select('.gs_or_ggsm a'): pdf_file_link = pdf_link['href'] print(pdf_file_link) # JSON data will be collected here data = [] # Container where all needed data is located ...
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def csi_psroipooling( cls_prob, roi, spatial_scale, output_dim, group_size, out_dtype, q_params, layer_name="" ): """Quantized psroipooling. Parameters ---------- Returns ------- result : relay.Expr """ return _make.CSIPSROIPooling( cls_prob, roi, spatial_scale, output_dim, ...
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def test_passwords(): """ """ examples = ( (111_111, True), (223_450, False), (123_789, False), ) examples_2= ( (111111, False), (112233, True), (123444, False), (111122, True), ) for (data, expected) in examples: verify_pw_te...
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def short_links(link): """ Shortening a long url to a short link Byt.ly      : param link: long address      : return: string - short link Byt.ly """ url = 'https://api-ssl.bitly.com/v4/groups' res = get(url=url, headers=head) group = res.json()['groups'][0]['guid'] url = 'https://api-ssl.bi...
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def parse_page_loaded(msg_type, target, logs, log_begin_idx): """ Parse WebViewPageLoadedEvent event logs :params msg_type :params target :return: an instance of event.WebViewPageLoadedEvent """ assert len(logs) == 1 log_info = util.extract_info(logs[0]) plid, package = log_info['p...
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def parse_listing(listing_search_url=LISTING_SEARCH_IMMO_PARIS_URL): """Parsing a listing of items from a specific search query""" listing_page = requests.get(listing_search_url) listing_doc = document_fromstring(listing_page.content) listing_base_url = listing_doc.base r = listing_doc.xpath(u'//d...
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def suggest_mappings_by_content(resource, pathway_id): """Return list of top matches based on gene set similarity. --- tags: - mappings parameters: - name: resource type: string description: name of the database required: true ...
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def error_func(): """...""" (code, data, custom_pointer) = sys.exc_info() # (type, value, traceback) if (code == PJON.PJON_Connection_Lost): print("Connection with device ID %i is lost.\n", bus.packets[data].content[0], file=sys.stderr) elif(code == PJON.PJON_Packets_Buffer_Full): print...
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def animation(request): """ Controller for the streamflow animation page. """ context = {} return render(request, 'sfpt/animationmap.html', context)
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def init() -> None: """ 初始化窗口相关参数 :return: """ glutInit() glutInitDisplayMode(GLUT_DOUBLE | GLUT_RGB | GLUT_DEPTH) # 使用双缓存及RGB模型 glutInitWindowSize(400, 300) # 指定窗口尺寸 glutInitWindowPosition(100, 100) # 指定窗口在屏幕上的位置 glutCreateWindow("Bouncing Ball") glClearColor(1.0, 1.0, 1.0, 1...
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def sqlite3_connection(*args, **kwargs): """SQLite3 connection context manager. On exit, runs close.""" connection = apsw.Connection(*args, **kwargs) try: yield connection finally: connection.close()
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def kos_lookup_cmdr_embeds(session, cmdr_name, cmdr_pic=None): """ Look up the cmdr in the KOS db, if found return embeds that match (up to 3 closest). Returns: [embed, ...]: The discord.py embeds who match the cmdr_name. [] : No matches in KOS db. """ if not cmdr_pic: cmdr_...
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def check_uncommitted_work() -> None: """ See if there are unstaged changes in git repo that would prevent switching branches. """ result = subprocess.Popen( ["git", "diff", "--exit-code"], shell=False, stdout=subprocess.PIPE, stderr=subprocess.PIPE ) result.communicate()[0] if resul...
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def get_deep_laser_instrument_status(): """ Generates the instrument status object to send to DL on a regular basis """ # Reuse the function used by the dashboard raw_runs = get_runs_list(datetime.datetime.now(pytz.UTC) - datetime.timedelta(days=7)) # Pull out a list of fields we want to send to TFC ...
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def decode(s): """ Deserialize an MRS object from a SimpleMRS string. """ if hasattr(s, 'decode'): s = s.decode('utf-8') ms = next(_decode(s.splitlines())) return ms
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def fidimag_to_finitedifferencefield(sim): """ fidimag_to_finitedifferencefield(sim) This function takes a Fidimag simulation object, and constructs a Finite Difference Field object which has the magnetisation configuration from the simulation at the last time step. """ cmin = np.array([sim...
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def ERA_IrregularImgGrid( lons: np.ndarray, lats: np.ndarray, bbox: Tuple[float, float, float, float] = None, ) -> CellGrid: """ Create a irregular grid from the passed coordinates. """ lons_gt_180 = np.where(lons > 180.0) lons[lons_gt_180] = lons[lons_gt_180] - 360 grid = BasicGrid(...
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def zones(**kw): """ List all timezones that match kw['SEARCH'] (everything if kw['SEARCH'] is empty) """ if kw['d']: pdb.set_trace() # pragma: no cover zlist = pytz.all_timezones if kw['SEARCH']: for each in zlist: if kw['SEA...
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def create_enforce_validation_serializer(serializer=None, **kwargs): """ Public function that creates a copy of a serializer which enforces ``must_validate_fields``. The difference between this function and ``_create_enforce_validation_serializer`` is that this function can be used both as a direct deco...
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def matchingFiles( path, regexp): """Return a list of files matching a regexp""" # print(path + ' '+ regexp) pattern = re.compile( regexp ) #files = ls_EOS(path) files = ls(path) # print(files) return [f for f in files if pattern.match(os.path.basename(f)) is not None]
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def read_FDF_cube(filename): """Read in a FDF/RMSF cube. Figures out which axis is Faraday depth and puts it first (in numpy order) to accommodate the rest of the code. Returns: (complex_cube, header,FD_axis) """ HDULst = pf.open(filename, "readonly", memmap=True) head = HDULst[0].header.copy() ...
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def test_merge_many_intervals(many_intervals): """Test if code can handle large number of intervals""" assert merge(many_intervals)
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def add_genes(cursor): """ Extract gene entries from the temporary table """ query = "INSERT or IGNORE INTO genes SELECT gene_ID, strand FROM temp_gene;" cursor.execute(query) return
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def bert_vector(text, tokenizer, model, args): """ BERT-based embedding. :param text: original text to be embedded. :param tokenizer: BERT tokenizer. :param model: BERT model. :param args: args. :return: BERT embedded sentence. """ text = '[CLS] ' + text + ' [SEP]' tokenized_text...
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def test_external_entities(): """ >>> xml = '''<!DOCTYPE doc [ ... <!ENTITY entity PUBLIC "http://entity-web" "entity-file"> ... ]> ... <doc>&entity;</doc>''' >>> parse(xml) >>> parse(xml, "ExternalEntityRefHandler") XML> ExternalEntityRefHandler(u'entity', N...
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def compute_benchmark_energies(molecule: tq.chemistry.Molecule, benchmarks: List[str]) -> Dict: """ This uses psi4 to perforom the classical benchmarks. """ energy_benchmarks = {} for method in ["hf", "mp2", "ccsd", "fci"]: if method in benchmarks: ...
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def fine_paid_message(message): """Returns true if the format of paid message is fine""" return (len(message.mentions) > 0 or message.mention_everyone) and get_amount(message) is not None and message.channel.name == "expenses" and (message.content.split(" ")[0] == '!paid' or message.content.split(" ")[0] == '<@...
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def get_tile_summary_on_original_image_path(slide_number): """ Convert slide number to a path to a tile summary on original image file. Example: 5 -> ../data/tile_summary_on_original_png/TUPAC-TR-005-tile_summary.png Args: slide_number: The slide number. Returns: Path to the tile summary on ori...
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def test_create_feature_set_null_pk(test_app, create_schema): """ Tests creating a feature set without a primary key """ APP.dependency_overrides[crud.get_db] = lambda: (yield create_schema) # Give the "server" the same db session response = test_app.post('/feature-sets', json=feature_set_null_pk, ...
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def print_qa(questions, answers_gt, answers_gt_original, answers_pred, era, similarity=_dirac, path=''): """ In: questions - list of questions answers_gt - list of answers (after modifications like truncation) answers_gt_original - list of answers (before modifications) ...
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def plot_heatmap(scores=None, column_labels=None, row_labels=None, output_path="plot.png"): """ Plotting function that can be used to visualize (self-)attention Args: scores: attention scores column_labels: labels for columns (e.g. target tokens) row_labels: labels f...
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def compute_zhu(props, zhu_kwargs): """ Compute the approximate Zhu-Nakamura hopping probabilities for each geom in the dataset. Args: props (dict): dataset properties zhu_kwargs (dict): dictionary with information about how to calculate the hoppin...
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def test_time_of_use_summer_on_peak_usage(): """Test Time of Use for summer on Peak Usage for kwh.""" with patch(PATCH_GET) as session_get, patch(PATCH_POST) as session_post: session_post.return_value = MOCK_LOGIN_RESPONSE session_get.side_effect = get_mock_requests(ROUTES) client = Sr...
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def disaster_type_card(): """ :return: A Div containing dashboard title & descriptions. """ return html.Div( children=[ html.H6("Disaster Type"), dcc.Dropdown( options=[ {'label': ...
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def retrieve_context_topology_node_node_rule_group_inter_rule_group_risk_characteristic_risk_characteristic(uuid, node_uuid, node_rule_group_uuid, inter_rule_group_uuid): # noqa: E501 """Retrieve risk-characteristic Retrieve operation of resource: risk-characteristic # noqa: E501 :param uuid: ID of uuid ...
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def txt2domainname(input, canonical_form=False): """turn textual representation of a domain name into its wire format""" if input == ".": d = b'\x00' else: d = b"" for label in input.split('.'): label = label.encode('ascii') if canonical_form: ...
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def create_dir(path_dir): """ create a folder if it not exists :param str path_dir: """ path_dir = os.path.abspath(path_dir) if not os.path.isdir(path_dir): os.makedirs(path_dir, mode=0o775) else: logging.warning('Folder already exists: %s', path_dir) return path_dir
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def openDevice(sbigDeviceType): """ sbigDeviceType = DEV_USB1, DEV_USB2, etc. """ params = OpenDeviceParams() params.deviceType = sbigDeviceType params.lptBaseAddress = 0 params.ipAddress = 0x00000000 results = None sbigCtrl(CC_OPEN_DEVICE, params, results)
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def request_problem(): """ Sends the user the user the location of the requested problem's model files and the problem configuration settings """ problem_name = flask.request.form['problem_name'] dimension = flask.request.form['dimension'] cfg_filename = problem_name + ".cfg" cfg_file_l...
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def hstack(*args): """ Stacks images horizontally If image depths are mismatched then converts grayscale images to bgr before stacking """ depths = [depth(im) for im in args] gray = [d == 1 for d in depths] if all(gray): return np.hstack(args) elif not all(gray): return ...
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def sample(x, n): """ Get n number of rows as a sample """ # import random # print(random.sample(list(x.index), n)) return x.iloc[list(range(n))]
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def collect_files_to_zip(destinationFile, filesToZip): """ zip output files and attach a metadata from wav :return: """ with zipfile.ZipFile('%s.zip' %(destinationFile), 'w') as myzip: for f in filesToZip: myzip.write(f, "%s.wav" %(f,)) logger.debug('Archiving %s into...
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def floor_div_mul(value, factor): """Fuction to get floor number.""" return (((value) // (factor))) *(factor)
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def dup_div(f, g, K): """ Polynomial division with remainder in ``K[x]``. Examples ======== >>> from sympy.polys import ring, ZZ, QQ >>> R, x = ring("x", ZZ) >>> R.dup_div(x**2 + 1, 2*x - 4) (0, x**2 + 1) >>> R, x = ring("x", QQ) >>> R.dup_div(x**2 + 1, 2*x - 4) (1/2*x + ...
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def append_Z_trace_vertical(path, new_point, height, ex, middle_layer=None, middle_taper=False): """Adds new_point to the path list plus TWO Z or S manhattan interesections. Args: path: list of tuples containing necessary info (pya.DPoint, layer, width) new_point: tuple ((x, y) or pya.DPoint, la...
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def batch_ext(order: pd.Series, batch: pd.Series, classes: pd.Series, class_list: List[str], ext: str) -> pd.Series: """ get minimum/maximum order of samples of classes in class_list. Auxiliary function to be used with BatchChecker / FeatureCheckerBatchCorrection Parameters ---------- ...
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def chunk_push(params: dict | None = None) -> Tuple[bool | str, ...]: """ A helper function to push the data to database in chunks. :param params: A dictionary that contains below structure. { "data_rowcount": data row count, "chunksize": chunksize, ...
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def test(): """Test 8 queens. """ N=8 import time start=time.time() count=0 for q in queens(N): count+=1 print "solution: ", count, q print_solution(q) print "Solution count:", count print "time: ", time.time()-start
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def total_error_avgAx0(y_true, y_pred): """ """ avgY = K.mean(y_true, axis=0, keepdims=True) # 0 is sample axis return K.sum(K.square(y_true - avgY))
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def test_presale_move_to_wei_tranche_based_crowdsale(chain, presale_fund_collector, wei_tranche_ico, finalizer, token, start_time, team_multisig, customer, customer_2): """When pre-ico contract funds are moved to the crowdsale, the pre-sale investors gets tokens with a preferred price and not the current wei_tranch...
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def test_get_values(): """ tests that config values are loaded properly """ expected = [ "path1/*", "path1/anotherpath/*", "path1/anotherpath2/", "path1/anotherpath2/file1.py", ] load_config(sources=expected) load_and_validate() response = config_manager...
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def _ErrorExit(message): """Prints the error message and exits with the code 1. The function never returns. Args: message: The error message to be printed to stderr. """ print(message, file=sys.stderr) sys.exit(1)
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def var_aexp(compiler, node): """ Variable compilation """ if node.context == 'assign': gc = GC(compiler) if compiler.environment.is_exist_local_var(node.name): var = compiler.environment.get_local_var(node.name) var_type = compiler.environment.get_local_var_runtime_type...
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def resnet50_v1b(pretrained=False, root='~/.mxnet/models', ctx=cpu(0), **kwargs): """Constructs a ResNetV1b-50 model. Parameters ---------- pretrained : bool, default False Whether to load the pretrained weights for model. root : str, default '~/.mxnet/models' Location for keeping t...
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def beautifyECDF(): """Generic formatting of ECDF figures.""" plt.ylim(-0.0, 1.01) # was plt.ylim(-0.01, 1.01) plt.yticks(np.arange(0., 1.001, 0.2), fontsize=16) plt.grid(True) xmin, xmax = plt.xlim() # plt.xlim(xmin=xmin*0.90) # why this? c = plt.gca().get_children() for i in c: # TODO...
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def _f_expl_5_cash_karp_adptv(x0, Y0, dx, *args, dYdx=None, econ=0.0001889568, eps=0.1, pgrow=-0.2, pshrink=-0.25, safety=0.9, **kwargs): """Explicit adaptive 5th-order Cash-Karp method Parameters ---------- x0 : Intvar Integration variable at beginning of scheme Y0 : Field Variable...
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def exec(q, p): """ Execute a prepared statement """ [db, cursor] = get_connection() cursor.execute(q, p) cursor.close() db.commit() db.close()
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def issubset(list1, list2): """ Examples: >>> issubset([], [65, 66, 67]) True >>> issubset([65], [65, 66, 67]) True >>> issubset([65, 66], [65, 66, 67]) True >>> issubset([65, 67], [65, 66, 67]) False """ n = len(list1) for startpos in range(len(list2) ...
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def fading_confluence_3(): """ Fades the lights on arms 1 and 2, then arm 3 """ sleep_speed = 0.01 # Fade Arm 1 and 2: R PYGLOW.led(1, 110) PYGLOW.led(7, 110) sleep(sleep_speed) # Fade Arm 1 and 2: R, O PYGLOW.led(1, 100) PYGLOW.led(7, 100) sleep(sleep_spe...
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def make_start_and_end_images_with_words(start_words, end_words, perm: bool = False, repeat=1, size=150): """ Make two images from two sets of words. :param start_words: Words to use for the first image. :param end_words: Words to use for the second image :param perm: Whether the words should be per...
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def bbox2corners(bbox): """ box parameters to four box corners """ x, y, w, h, _ = bbox.tolist() xy_tl = [x - w/2, y - h/2] xy_dl = [x - w/2, y + h/2] xy_dr = [x + w/2, y + h/2] xy_tr = [x + w/2, y - h/2] return np.array([xy_tl, xy_dl, xy_dr, xy_tr])
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def clean_game_data_recent(df: pd.DataFrame, shift=False) -> dict: """Clean game data post mid-2018. Follows a slightly different format than pre-2018 data. """ month_game_data = {} game_type = "tables" if shift == True: # APR_2021, MAY_2021 had no %diff, so we need to shift add = 1 ...
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def process_data(dataframe : pd.DataFrame, label_to_id: Dict, vocab : Dict = None, vocab_size : int = 10_000, max_tokens : int = 200, max_token_size : int = 40) -> (tf.Tensor, tf.Tensor, dict, dict): """ Will take a dataframe...
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def tan_to_eq(xiDeg, etaDeg, ra0Deg, dec0Deg): """Convert tangential coordinates to equatorial (RA, Dec) in degrees.""" xi = xiDeg * np.pi / 180. eta = etaDeg * np.pi / 180. ra0 = ra0Deg * np.pi / 180. dec0 = dec0Deg * np.pi / 180. ra = np.arctan(xi / (np.cos(dec0) - eta * np.sin(dec0))) + ra0 ...
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def clean(ctx): """Clean out generated cookiecutter.""" print(COOKIE) if os.path.exists(COOKIE): shutil.rmtree(COOKIE) print('Removed {0}'.format(COOKIE)) else: print('App directory does not exist. Skipping.')
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def get_urls() -> List[str]: """Will read the rip.txt file to see all links and returns a list.""" if path.exists(rip_file): rip = open(rip_file, "r") urls = rip.readlines() rip.close() return urls else: raise FileNotFoundError("rip file not found")
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def build_docs(ctx, clean=False): """Builds the Sphinx docs""" if clean: print('Cleaning the docs') ctx.run("rm -rf docs/sphinx/_build") print('Building the docs') os.chdir('docs/sphinx') ctx.run("make html", pty=True)
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def type_from_tensors(tensors): """Builds a `tff.Type` from supplied tensors. Args: tensors: A nested structure of tensors. Returns: The nested TensorType structure. """ def _mapping_fn(x): if not tf.is_tensor(x): x = tf.convert_to_tensor(x) return computation_types.TensorType(x.dtype...
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def roman_to_integer(roman_numeral): """ https://gist.github.com/kristopherjohnson/f4eca9018c5085fc736b2f29a202b8f8 """ total = 0 last_value = sys.maxsize for char in list(roman_numeral): value = ROMAN_TO_INTEGER_MAP[char.upper()] if value > last_value: total += value...
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def cancel(bot, update, session, chat, user): """Send a help text.""" if not send_tagged_count_message(session, bot, user, chat): keyboard = admin_keyboard if chat.is_maintenance else main_keyboard call_tg_func(update.message.chat, 'send_message', ['All running commands are canceled'], ...
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def run_this_func(**context): """ Print the payload "message" passed to the DagRun conf attribute. :param context: The execution context :type context: dict """ print("Remotely received value of {} for key=message".format(context["dag_run"].conf["message"]))
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def is_none_or_empty(obj: Any) -> bool: """Determine if object is None or empty :param obj: object :return: if object is None or empty """ return obj is None or len(obj) == 0
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def session(db, request): """ Creates a new database session with (with working transaction) for test duration. """ db.session.begin_nested() yield db.session db.session.rollback()
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def create_python27_start_cmd(app_name, login_ip, port, load_balancer_host, xmpp_ip): """ Creates the start command to run the python application server. Args: app_name: The name of the application to run login_ip: The public IP port: The local port the application server will bind to load_balanc...
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def main(): """ Main logic for program """ # Set up CLI interface args = setup_cli(sys.argv[1:]) inputFile = 'majestic_million.csv' print("\nResults:\n--------------------------------------------------------------") with open(inputFile) as infile: f_csv = csv.reader(infile) hea...
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def create_query_constraint(): """ Create a constraint for a query WHERE clause """ op = oneOf("= < > >= <= != <>", caseless=True).setName("operator") basic_constraint = (var + op + var_val).setResultsName("operator") between = ( var + Suppress(upkey("between")) + value + Suppress(and_) + value ...
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def test_query_resource(pyoslc): """ GIVEN the PyOSLC API WHEN requesting the query capability endpoint for getting a specific Resource given the project and resource id THEN validating the status code of the response parsing the response content into a graph in the application/...
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def reshape2D(x): """ Reshapes x from (batch, channels, H, W) to (batch, channels, H * W) """ return x.view(x.size(0), x.size(1), -1)
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def addNoise(s,x): """ adds s percent random noise to reduce problems with zero traces """ xdif = max(x)-min(x) n1,n2,n3 = s1.count,s2.count,s3.count r = randfloat(n1,n2,n3) x = add(mul(sub(r,0.5),s*xdif),x) return x
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def calc_cs_face_area(lon_b, lat_b, r_sphere = 6.375e6): """Calculate area of cubed-sphere grid cells on one face Inputs must be in degrees. Edge arrays must be shaped [N+1 x N+1] """ # Convert inputs to radians lon_b_rad = lon_b * np.pi / 180.0 lat_b_rad = lat_b * np.pi / 180.0 ...
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def get_aliases(f): """ Gets aliases on Unix/Mac """ if platform.system() is not "Windows": f.write('\n================ALIASES================\n') p = subprocess.Popen('alias', shell=True, stdout=subprocess.PIPE, stderr=subprocess.STDOUT) out = p.co...
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def yices_new_param_record(): """Creates a new param object, an opaque object that stores various search parameters and options that control the heuristics used by the solver.""" return libyices.yices_new_param_record()
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def test_region_codelist(): """Check replacing top-level hierarchy of yaml file as attribute for regions""" code = CodeList.from_directory("region", TEST_DATA_DIR / "region_codelist") assert "World" in code assert code["World"]["hierarchy"] == "common" assert "Some Country" in code assert code...
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def parse_multipart(input, boundary): """ Parse multipart/form-data Parse mime-encoded multipart/form-data into a python dictionary. This function returns a tuple consisting of post vars, and files. Attributes: input -- Input data to be parsed boundary -- Field bou...
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def get_fr_trj_ntrj(rslt, start, end, a_params): """Check whether event exhibits "blowup" behavior.""" # get spks during candidate replay event spks_evt = rslt.spks[(start <= rslt.ts) & (rslt.ts < end), :] # get mask over trj and non-trj PCs pc_mask = rslt.ntwk.types_rcr == 'PC' sgm_cu...
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def ParseSuppressionOfType(lines, supp_descriptor, def_line_no, report_type): """Parse the suppression starting on this line. Suppressions start with a type, have an optional name and instruction, and a stack trace that ends in a blank line. """
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def split_rows(filename, delimiter=',', row_limit=1000, output_path='.'): """ CSV splitter using csv-python library. Arguments: `filename`: The Input File Path `row_limit`: The number of rows every file should have, 1000 by default. `output_path`: Destination pa...
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def gapfilling(circuit: cirq.Circuit, placeholder: Sequence[Any]) -> cirq.Circuit: """ Fill single qubit gates according to placeholder on circuit :param circuit: :param placeholder: :return: """ n_circuit = cirq.Circuit() all_qubits = sorted(circuit.all_qubits()) i = 0 for m in...
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def train_data_from_directory(train_path, val_path, target_size=(224, 224), batch_size=16, rescale=1. / 255, rotation_range=20, width_shift_range=0.2, height_shift_range=0.20, zoom_range=0.3, vertical_flip=True, horizontal_flip=Tr...
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def add_to_group(ctx, user, group): """Adds a user into a group. Returns ``True`` if is just added (not already was there). :rtype: bool """ result = ctx.sudo(f'adduser {user} {group}').stdout.strip() return 'Adding' in result
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def ifft(X): """ Inverse FFT with normalization by N, so that x == ifft(fft(x)) within round-off errors. """ N, x = len(X), fft(X, sign=1) # e^{j2\pi/N} for i in range(N): x[i] /= float(N) return x
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def _validate_fields(fields: List[_Field] ) -> List[mapry.validation.SchemaError]: """ Validate the correctness of the the corresponding C++ fields of a composite. Notably, we validate that there are no duplicates and no reserved keywords in the C++ fields of a composite. :pa...
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def calc_bh_bulge(model, gals, snapshot: int) -> None: """ Calculates the black hole mass as a function of bulge mass. The number of galaxies added to ``Model.properties["snapshot_<snapshot>"]["BlackHoleMass"]`` and ``Model.propertiesp["snapshot_<snapshot>"]["BulgeMass"]`` arrays is given by :py:at...
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def frames_collection(collection): """ returns a list of frames extracted from a collection of NAF files. :param collection: collection of dictionaries with relevant info extracted from NAF files :param collection: list """ collection_frames = [] for info_dict in collection: for fra...
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def execute(*cmd, **kwargs): """Convenience wrapper around oslo's execute() method.""" if 'run_as_root' in kwargs and 'root_helper' not in kwargs: kwargs['root_helper'] = _get_root_helper() return processutils.execute(*cmd, **kwargs)
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async def async_build_devices(hass, zha_gateway, config_entry, cluster_ids): """Build a zigpy device for each cluster id. This will build devices for all cluster ids that exist in cluster_ids. They get added to the network and then the sensor component is loaded which will cause sensor entities to get ...
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def trim_docstring(docstring): """ This is taken from PEP257, and was slightly modified to work with Python 3 (and renamed), but is otherwise included verbatim. https://www.python.org/dev/peps/pep-0257/ """ if not docstring: return '' # Convert tabs to spaces (following the nor...
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def load_ckp(model, ckp_path, device, parallel=False, strict=True): """Load checkpoint Args: ckp_path (str): path to checkpoint Returns: int, int: current epoch, current iteration """ ckp = torch.load(ckp_path, map_location=device) if parallel: model.module.load_state_d...
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