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def sample_and_group(npoint, nsample, xyz, points, density_scale = None): """ Input: npoint: nsample: xyz: input points position data, [B, N, C] points: input points data, [B, N, D] Return: new_xyz: sampled points position data, [B, 1, C] new_points: sampled p...
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def main(corpus, allrules, names, maxrules, iteration, options, display): """ Produces lists of grams, from monograms up to k-grams. Duplicate found in /scripts/readnames.py Example use to get monograms, birgams, and trigrams: getKgrams(getPNs(), 3) Args: corpus (set) = set of all tokens...
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def bin2hex(binary): """ Converts Binary to HExaDEcimal""" binary_split1 = (binary[0:4]) binary_split2 = (binary[4:8]) hex1 = b[binary_split1] hex2 = b[binary_split2] return str(hex1) + str(hex2)
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def test_get_all_artifacts(mock_properties, mock_find_aql, artifactory): """Tests get_all_repo_artifacts returns all artifacts.""" test_artifacts = {'results': [TEST_ARTIFACT2, TEST_ARTIFACT1]} mock_find_aql.return_value = test_artifacts expected_return = [TEST_ARTIFACT2, TEST_ARTIFACT1] artifacts ...
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def derive_along_path(path, seed): """Derive an extended key from a 64-byte binary seed and a BIP-0044 path. Returns the extended key obtained by following the given derivation path, starting at the extended master key derived from the given binary seed. """ elements = list(element.rstrip("'") for...
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def _convert_to_float(score): """ Convert a string ('score') to float. If the string is empty, return None. If the string is float-like, return its float. """ if len(score) == 0: return None else: return float(score)
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def ensure_host_configured(f): """Ensure that this configuration has been set up.""" @click.pass_obj @functools.wraps(f) def _wrapper(cfg, *args, **kwargs): if cfg.get('remote.ssh.host', '*') == '*': click.echo(f"{click.style('ERROR', fg='red')}: No configuration found at {cfg.filen...
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def _next_good_prime(p, R, qq, patience, qqold): """ Find the next prime `\\ell` which is good by ``qq`` but not by ``qqold``, 1 mod ``p``, and for which ``b^2+4*c`` is a square mod `\\ell`, for the sequence ``R`` if it is possible in runtime patience. INPUT: - ``p`` -- a prime - ``R`` -- an...
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def test_eql_boost_random_state(): """ Check if EQLHarmonicBoost produces same result by setting random_state """ region = (-3e3, -1e3, 5e3, 7e3) # Build synthetic point masses points = vd.grid_coordinates(region=region, shape=(6, 6), extra_coords=-1e3) masses = vd.datasets.CheckerBoard(ampl...
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def Satellite_Simulator( Satellite_skyfield, SimulationTime, Timeline_settings, pointing_altitude, LogFlag=False, Logger=None, ): """Simulates a single point in time for a Satellite using Skyfield and also the pointing of the satellite. Only estimates the actual pointing definition used...
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def leapyear(year): """Judge year is leap year or not.""" return (year % 4 == 0 and year % 100 != 0) or (year % 400 == 0)
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def correlate_clines(x1,x2,y1,y2,penalty): """use dynamic time warping to correlate centerlines inputs: x1, y1 - coordinates of first centerline x2, y2 - coordinates of second centerline penalty - parameter that forces more parallel correlation (or not) outputs: p - indices of correlation in...
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def write_constant_declarations(s, spec): """ Write all the constants from a spec as static members @param s: The stream to write to @type s: stream @param spec: The message spec @type spec: roslib.msgs.MsgSpec """ for constant in spec.constants: write_constant_declaration(s, co...
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def _serialize_params(params: List[ParamsDependency]): """Return two types of values from stage: `keys` - which is list of params without values, used in a pipeline file which is in the shape of: ['lr', 'train', {'params2.yaml': ['lr']}] `key_vals` - which is list of params with values, used ...
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def evolve_profile(diff_matrix, x_points, dc_init, exp_norm_profiles=None, plot=True, return_data=False, labels=None): """ Theoretical diffusion profile, given the diffusion matrix. Parameters ---------- diff_matrix : tuple diffusion matrix, tuple of (eigenvalues, eigenv...
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def send_import_failure_email(study, user, import_id, import_params): """ Sends an import failure email to notify the user of a failed (large) import. Note that failure modes exist that aren't covered by this notification but it does capture the most likely error path (custom EDD import code). """ ...
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def evaluate(model, inputs, **kwargs): """Performs model rollouts and create stats.""" initial_state = {k: v[0] for k, v in inputs.items()} num_steps = inputs['cells'].shape[0] prediction = _rollout(model, initial_state, num_steps) error = tf.reduce_mean((prediction - inputs['velocity'])**2, axis=-1) scala...
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def reset_option(key): """ Reset one or more options to their default value. Pass "all" as argument to reset all options. Available options: parse.full_codestream print.xml print.codestream print.short Parameter --------- key : str Name of a single...
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def add_stereo_from_geometries(rxn, rct_geos, prd_geos): """ Add stereo assignments to this reaction object from geometries. :param rxn: a reaction object :type rxn: Reaction :param rct_geos: the reactant geometries :param prd_geos: the product geometries :returns: a reaction object with stereo...
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def determine_suitable_lda(displace_elev, margin): """Given a displacement elevation and safety marign, determine the minimum acceptable LDA settings.""" return displace_elev * margin
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def current_client_year(): """ gets the current year based on client timezone. this is a helper method to let get the client year without providing value to `current_year` method. :rtype: int """ return get_component(DateTimePackage.COMPONENT_NAME).current_client_year()
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def einsum(x1, x3): """paddle.einsum only support in dynamic graph mode. x1 : n c u v x2 : n c t v """ n, c, u, v1 = x1.shape n, c, t, v3 = x3.shape assert (v1 == v3), "Args of einsum not match!" x1 = paddle.transpose(x1, perm=[0, 1, 3, 2]) # n c v u y = paddle.matmul(x3, x1) # ...
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def format_raw_object(raw_object, internal_dict): """Format a RawObject.""" raw = raw_object.GetChildMemberWithName("raw_").GetValueAsUnsigned() # SmallInt if raw & 0x1 == 0: return str(raw_object.GetChildMemberWithName("raw_").GetValueAsSigned() >> 1) low_tag = (raw >> 1) & 0x3 if low_...
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def constructfullKMap(tmap, kmap): """construct a complete k-map from the complete t-map and mapping between t-vals and k-vals""" newarr = tmap.copy() for t, k in enumerate(kmap): newarr[tmap==t] = k return newarr
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def get_format_from_name(name: str) -> str: """ Function to infer the input format. Used when the input format is auto. """ try: int(name) src_format = "numeric" except ValueError: if len(name) == 2: src_format = "alpha-2" elif len(name) == 3: ...
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def get_linexp_from_variables(variables): """ Return a linear expression from the supplied list of variables. """ linexp = gp.LinExpr() for v in variables: linexp += v return linexp
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def test_mailgun_message_send_http_error_logs_error(caplog): """Tests error logged on mailgun HTTP status error.""" with mock.patch('requests.post', autospec=True) as mock_post: mock_json = mock_post.return_value.json mock_json.return_value = _a_site_verify_response_with(success=True) mo...
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def iter_window_step(x, width, step, func=lambda win: win, minsize=0): """ iterates a sliding window over x with width 'width' x must be sorted least to greatest return an iterator with (midx, func(x[lowi:highi])) """ for lowi, highi, low, high in iter_window_index_step( x, width, ...
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def read_zip(apath, fname, encoding='utf-8', errors='ignore', process_line=None): """Read lines from a file in zip archive. :param fname: a name of the file in the archive :param process_line: a function that will be invoked to process each file's line. If its result i...
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def get_landing_from_url(path): """ determine whether a URL is a landing page. This should always return boolean, not search result. """ if LANDING_RE.search(path): return True else: return False
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def write_max_like_results(result_dict,comp_dict,header_dict,fit_mask,run_dir, binnum=None,spaxelx=None,spaxely=None): """ Write maximum likelihood fit results to FITS table if MCMC is not performed. """ # for key in result_dict: # print(key, result_dict[key]) # ...
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def svn_diff_fns_invoke_datasource_close(*args): """svn_diff_fns_invoke_datasource_close(svn_diff_fns_t _obj, void diff_baton, svn_diff_datasource_e datasource) -> svn_error_t""" return _diff.svn_diff_fns_invoke_datasource_close(*args)
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async def set_turn(pnum): """Set turn manually.""" try: player_num = int(pnum) except ValueError: return jsonify({"status": "error", "error": "invalid player id"}) if player_num < 0 or player_num > 3: return jsonify({"status": "error", "error": "invalid player id"}) try: ...
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def _help(session: "DebugSession") -> List: """ Display command help for both general and connection-specific commands :param session: Current DebugSession """ # Construct a help table for standard shell commands outputs = [ _create_help_table( first_column_name="Standard Comma...
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def do_mixup(x, mixup_lambda): """Mixup x of even indexes (0, 2, 4, ...) with x of odd indexes (1, 3, 5, ...). Args: x: (batch_size * 2, ...) mixup_lambda: (batch_size * 2,) Returns: out: (batch_size, ...) """ out = (x[0 :: 2].transpose(0, -1) * mixup_lambda[0 :: 2] + \ ...
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def get_function_inputs(f): """ Given function signatures gets the name of the function. :param f: a callable function :return: input names on a tuple. """ if hasattr(f, cts.INTERNAL_PARAMETERS): # 'internal_parameters' is defined inside the solver() annotation, see solver.py for details...
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def find_and_replace_characters_in_folder(find, replace_with, folder): """Swap the string `find` with the string `replace_with` in `folder`. This search is global in the files, and recursive through the folder. Args: find: The string to search for. replace_with: The string that `find` is t...
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def ensure_paramiko(): """ .. warning:: :exc:`.OptionalPackageRequirementError` will be raised if ``paramiko`` is not installed. """ if paramiko is None: # pragma: no cover raise OptionalPackageRequirementError('paramiko')
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def play_video(path): """ Play a video by the provided path. :param path: str """ # Create a playable item with a path to play. encoded_path = path.encode("utf-8") play_item = xbmcgui.ListItem(path=encoded_path) play_item.setInfo('video', {}) # Pass the item to the Kodi player. ...
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def recursive_dict_evaluate(d): """ Recursively run :func:`eval` on each element of the provided dictionary. A raw read of a configuration file with `ConfigObj` results in a dictionary that contains strings or lists of strings. However, when assigning the values for the various ParSets, the `f...
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def firmware_version(ip_address): """ Returns the firmware version """ return str(snmp_get(FIRMWARE_VERSION_OID, ip_address))
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def adjugate(matrix : Matrix) -> float: """It transposes a given Matrix,""" array = [item[:] for item in matrix.rawMatrix()] arrays = [[] for item in matrix.collsAll()] for row in array: i = 0 for num in row: arrays[i].append(num) i+=1 return Matrix(arrays)
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def shorten(message): """Convert message into a shorter form""" if message == 'On time': return '0' number = message.translate(None, string.ascii_letters).strip() sign = '+' if 'late' in message else '-' return '{}{}'.format(sign, number)
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def index(): """Serve index page.""" default_application_json = post('test', 'group/project', {}) rendered = flask.render_template('index.html.j2', application_json=default_application_json) return rendered
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def get_ground_truth(data, keypoints, warped_keypoints, shape, correctness_thresh, inv): """ Compute the ground truth keypoints matchings from image to image' where image' in the result of warping image with H_matrix. """ #keypoints = np.stack([keypoints[0], keypoints[1]], axis=-1) # Warp the ...
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def bsonjs_dump(doc, file, mode=bsonjs.LEGACY): """Provide same API as json_util.dumps""" return bsonjs.dump(to_bson(doc), file, mode=mode)
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def get_create_table_field_data(field_data): """ Generates the field wise query segments needed to create a table. :param field_data: List of dicts with each dict having keys 'name', 'type' and, optionally, 'modifiers' :return: none """ field_query_list = [] for field in field_data: ...
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def compile(conf): """ Compiles the executable program from its sources in the source directory. """ exe_file = os.path.join(conf.bindir, conf.name) if os.path.isfile(exe_file): mtime = os.path.getmtime(exe_file) skip = True for s in find_files(conf.srcdir, [ '*.c', '*.h' ...
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def load_cached_creds(bless_config): """ Load cached AWS credentials for the user that has recently MFA'ed Args: bless_config (BlessConfig): Loaded BlessConfig Return: dict of AWS credentials, or {} if no current credentials are found """ client_config = bless_config.get_client_confi...
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def hough_lines(img, ρ, θ, threshold, min_line_len, max_line_gap): """ `img` should be the output of a Canny transform. Returns the hough lines. """ lines = cv2.HoughLinesP(img, ρ, θ, threshold, np.array([]), minLineLength=min_line_len, maxLineGap=max_line_gap) return lines
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def url2pathname(pathname): """OS-specific conversion from a relative URL of the 'file' scheme to a file system path; not recommended for general use.""" tp = urllib.splittype(pathname)[0] if tp and tp != 'file': raise RuntimeError, 'Cannot convert non-local URL to pathname' if pathname[:3] ...
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def _shellquote(s): """Return a shell-escaped version of the string *s*. Args: s (str): String to shell quote. Returns: str: The shell-quoted string. """ if not s: return "''" if _find_unsafe(s) is None: return s # use single quotes, and put single quotes...
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def cancel_order(order_id): """method to get and edit an order by the user""" if request.method == "PUT": data = request.get_json() response = validate_parcel_data(data) if response == "valid": sender_name = data['sender_name'] descr = data['descr'] se...
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def determine_timestamp(item): """Determine the timestamp of the given item Args: item: [dict] Specifies an resource instance created by an API """ # There is no standard for this. # The following are common to some APIs. for key in ['creationTimestamp', 'timeCreated']: if key in item: return i...
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def EmptyActivation(): """EmptyActivation() object""" return Activation(handle=_interpreter.interpreter_EmptyActivation())
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def checkbox_to_boolean(list_checkbox_params, dict_all_params): """ Takes a list of strings that are to be processed as checkboxes on a post parameter, (checkboxes supply some arbitrary value in a post if they are checked, and no value at all if they are not checked.), and a dict of parameters and their ...
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def distribution_data(history,mutant_id,i,all_types=False): """ generates neighbour data for mutants (or all cells if all_types is True) cells are labelled by their ancestor. all cells with ancestor=mutant_id are type 1, all other cells type 0. returns list of dicts with keys: tissueid, time, n, k, ...
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def likes(names): """Take string of names and let you know who likes 'it'.""" if len(names) == 0: return "no one likes this" elif len(names) == 1: return "{} likes this".format(names[0]) elif len(names) > 3: return "{}, {} and {} others like this".format(names[0], names[1], ...
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def is_on_board(board_location: int) -> bool: """ Checks if the square entered is on the board """
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def vmkernel_adapter_absent( name, datacenter_name=None, cluster_name=None, host_name=None, service_instance=None ): """ Ensure VMKernel Adapter exists on matching ESXi hosts. name The name of the VMKernel interface to update. (required). datacenter_name Filter by this datacenter n...
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def josa_en(word): """add josa either '은' or '는' at the end of this word""" word = word.strip() if not is_hangul(word): raise NotHangulException('') last_letter = word[-1] josa = u'은' if has_jongsung(last_letter) else u'는' return word + josa
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def move_to_position(m): """change the position of the arm base by writing new end time to PWM chip for channel 0 of servo hat""" if m == 0: time.sleep(.5) bus.write_word_data(addr, 0x08, position_zero) elif m == 1: time.sleep(.5) bus.write_word_data(addr, 0x08, position_one)...
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def workflow(settings: dict) -> None: """ WORKFLOW to pull profiles @rtype: null @param settings: dictionary of settings params of the workflow """ hrflow_client = Hrflow(api_secret=settings["API_KEY"], api_user=settings["USER_EMAIL"]) talentsoft_client = Talentsoft(settings["BASE_URL"], se...
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def veg_indices(input_image, output_image, input_index, sensor, k=0., storage='float32', no_data=0, in_no_data=0, chunk_size=-1, be_quiet=False, overwrite=False, overviews=False, mask_band=None, scale_factor=1.): """ Computes vegetation indexes Assumes s...
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def get_runtime_env(yml_filename): """Reads input YAML filename and returns a dictionary in which each key is a category name of runtime environment and the corresponding value is an object that includes version information of packages listed in that category. """ runtime_env = dict() with ...
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def single_example(): """ Parses expression from sample string and checks it for several strings """ rex = parse("(a,(b|c))*") assert rex.accepts("") assert rex.accepts("acab") assert rex.accepts("ac") assert not rex.accepts("a") assert not rex.accepts("bacbac") assert not rex...
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def matrix_power(M, n): """ Raise a square matrix to the (integer) power n. Parameters ---------- M : Tensor variable n : Python int """ result = 1 for i in xrange(n): result = theano.dot(result, M) return result
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def camera_rays(camK, W=None, H=None, c2w=None, graphics_coordinate=True, center=False): """shoot viewing rays from camera parameters. Args: camK: Tensor of shape `[3,3]`, the intrinsic matrix. W: Integer, if set None, then `W` is calculated as `2*cx`. H: Integer, if set ...
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def basic_project_data(): """ Provide a basic collection of Sample-independent data. :return dict[str, object]: Mapping from Project section name to value or collection of values. """ return { METADATA_KEY: { NAME_TABLE_ATTR: "anns.csv", OUTDIR_KEY: "outdir",...
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def _zip_them_all(full_zip_path, zip_list_path): """ Takes a list of zip paths and brings the content together in a single zip """ full_zip_file = zipfile.ZipFile(full_zip_path, 'w', zipfile.ZIP_DEFLATED) for zip_path in zip_list_path: if zip_path != '': zip_file = zipfile.ZipFi...
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def get_data(filename, args): """ @ input filename: ex. kr00001973962b1p-4 @ output image, coordinates, labels """ xmlfile = filename jpgfile = filename.replace(".xml",".jpg") doc = ET.parse(xmlfile) root = doc.getroot() object_dict = {} for x in root.findall('...
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def printSection(configtree): """ prints configtree in a nice way """ printSectionRecursive(configtree, "")
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def suggest_recovery_options(command, parents, path, children_names): """Suggest sensible recovery options when no command is found. There is likely a syntax error, or a non-existent command, e.g. orchestrate images crate (instead of create) orchestrate foobar create (foobar in not a command) User could...
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def photos(context, group): """ Render one or more photos defined in the spreadsheet. """ photoset = [photo for photo in context['COPY']['photos'] if photo['group'] == group] whitespace_regex = re.compile(r'\s+') # Remove whitespace for Markdown embedding fragments = [] for row in photoset: ...
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def main(input_filepath, output_filepath): """Trains a model from processed data into a joblib-serialised model""" # load processed dataset logger.info("Loading raw dataset") _df: pd.DataFrame = pd.read_csv(os.path.join(input_filepath, "data.csv")) Y = np.array(_df["y"]).reshape(-1, 1) N = le...
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def run_command(cmd,input_dir): """ Another git convienience function, this time just running an arbitrary command in an arbitrary location and waiting until quit. """ p = subprocess.Popen(cmd, cwd=input_dir,stdout=subprocess.PIPE) out, err = p.communicate() return out
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def makepath(subsystem, group, pseudofile=None): """Pieces together a full path of the cgroup""" mountpoint = get_mountpoint(subsystem) group = group.strip('/') if pseudofile: return os.path.join(mountpoint, group, pseudofile) return os.path.join(mountpoint, group)
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def sky_noise_jy_autos(lsts, freqs, autovis, omega_p, integration_time, channel_width=None, Trx=0.0): """Make a noise realization for a given auto-visibility level and beam. This is a simple replacement for ``hera_sim.noise.sky_noise_jy``. Parameters ---------- lsts : array_like LSTs at wh...
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def shortestDist(S1, S2): """Returns the distance between the time series S1 and S2. S1 and S2 have size N x ... x 3 Assumes linear interpolation between points but no assumption about the velocity between grid points (hence the shortest distance is between segments is returned) return array of size...
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def parse_all_tasks( inputs: List[str], all_possible_tasks: List[TileIdx_txy] ) -> List[TileIdx_txy]: """ Select a subset of all possible tasks given user input on cli. Every input task can be one of: <int> -- 0 based index into all_possible_tasks list <start>:<stop>[:<step...
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def Starter(valuelist): """ :param: list of imported parameters :return: MinOverlapBlocks, MinOverlapMST, MinArea, MinBdgCount, MinPatchSize, MaxHoleSize, MaxGapSize, partstart, partend, partlist - checks whether all needed files are present - coverts valuelist to single variables and return them ...
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def extract_labels(f, one_hot=False, num_classes=10): """Extract the labels into a 1D uint8 numpy array [index]. Args: f: A file object that can be passed into a gzip reader. one_hot: Does one hot encoding for the result. num_classes: Number of classes for the one hot encoding. Returns: labels: a ...
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def delete_user(user_id, **kwargs): """ Remove a user from the framework. """ import sfa_api.utils.storage_interface as storage try: storage._call_procedure( 'delete_user', str(user_id), with_current_user=False) except pymysql.err.InternalError as e: if e....
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def head(filename, numlines=200): """Route: head the contents of a file given the numlines""" return process_file(tailer.head, filename, int(numlines))
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def PV_set_value(PV_name, value, keep_type=True): """Modify the local value of a process variable (The value retreived by 'PV_value')""" if DEBUG: debug("set %s = %r" % (PV_name, value)) if keep_type: value = convert(PV_name, value) for object, name in registered_object_list: ...
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def test_stray_files(image): """ Test to ensure that unnecessary build artifacts are not present in any easily visible or tmp directories :param image: ECR image URI """ ctx = Context() container_name = _get_container_name("test_tmp_dirs", image) _start_container(container_name, image, ctx)...
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def get_rpm_properties(input_file: str): """ Summary: processes the structured name of the rpm file to get the arch, release, version, and name Parameters: input_file (str): the file Returns: dictionary containing arch, release, version, and name """ #get prope...
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def _proxy_bypass_macosx_sysconf(host, proxy_settings): """ Return Prawda iff this host shouldn't be accessed using a proxy This function uses the MacOSX framework SystemConfiguration to fetch the proxy information. proxy_settings come z _scproxy._get_proxy_settings albo get mocked ie: { 'excl...
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def create_graphql_api(name=None, logConfig=None, authenticationType=None, userPoolConfig=None, openIDConnectConfig=None, tags=None, additionalAuthenticationProviders=None, xrayEnabled=None): """ Creates a GraphqlApi object. See also: AWS API Documentation Exceptions :example: response = c...
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def get_sig_symbol(corr_p_val, ctrl=False, percentile=False, sensitivity=None, side=1, tails=2, p_thresh=0.05): """ get_sig_symbol(corr_p_val) Return significance symbol. Required args: - corr_p_val (float): corrected p-value (e.g., corrected for multiple compa...
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def test_find_obj__missing(tmpdir: LocalPath) -> None: """Return `None` when looking for file along path.""" filename = "SAMPLE_FILE.ext" start_dir = Path(tmpdir) end_dir = start_dir / "to" / "some" / "dir" end_dir.mkdir(parents=True) filepath = find_obj(obj_name=filename, start=start_dir, fin...
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def equalize_hist_rgb(rgb_img: np.ndarray) -> np.ndarray: """ Equalize the histogram of a RGB image. :param rgb_img: RGB image :return: equalized RGB image """ ycrcb_img = cv2.cvtColor(rgb_img, cv2.COLOR_RGB2YCrCb) # convert from RGB color-space to YCrCb ycrcb_img[:, :, 0] = cv2.equalizeHi...
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def ls(): """List loaded assets""" for container in lib.lsattr("id", "pyblish.mindbender.container"): data = dict( schema="pyblish-mindbender:container-1.0", name=container, **lib.read(container) ) api.schema.validate(data, "container") yield...
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def move_file(cpu_context, func_name, func_args): """ Moves an existing file (or directory) to new location. """ old_name_ptr, new_name_ptr, *_ = func_args old_path = cpu_context.read_data(old_name_ptr).decode("utf8") new_path = cpu_context.read_data(new_name_ptr).decode("utf8") logger.debug...
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def get_artists_in_genre(incl_genres, lydir: str=LYRICDIR): """ creates and displays a list of all artists for genres selected via incl_genres parm. selects all genres if incl_genres is left blank or if 'all' is passed as str or list :param incl_genres: :param lydir: folder for lyric files :retu...
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def ingest(args): """Ingest datasets into the SQLite3 database.""" for ingest, module in INGESTS: if ingest in args.datasets: log(SEPARATOR) module.ingest() log(SEPARATOR)
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def authenticate(): """Sends a 401 response that enables basic auth""" return ( jsonify({"description": "Incorrect Credentials"}), 401, {'WWW-Authenticate': 'Basic realm="Credentials Required"'})
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def update_batch_flow(): """ 手动置批处理节点为完成状态 """ form = BusinessBatchFlowForm() if form.validate_on_submit(): db_info = EnvironMapping.query.filter_by(tms_ip=form.test_env.data).first() engine = OracleEngine('BATCH', db_info=db_info) engine.update_business_batch_flow(form.trad...
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def spherical_to_cartesian(spherical: np.ndarray) -> np.ndarray: """Returns the cartesian form of the spherical vector. spherical_vector can be a numpy array where rows are spherical vectors (or a single vector)""" cartesian = np.empty_like(spherical, dtype=float) cartesian[..., 0] = spheri...
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def max_flow_rule(mod, l, tmp): """ **Constraint Name**: TxSimple_Max_Flow_Constraint **Enforced Over**: TX_SIMPLE_OPR_TMPS_W_MAX_CONSTRAINT Transmitted power should not exceed the defined maximum flow in each operational timepoint. """ var = mod.tx_simple_max_flow_mw[l, tmp] if var == ...
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