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def write(self, text): sys.stdout.write("\r") self._clear_line() _text = to_unicode(text) if PY2: _text = _text.encode(ENCODING) assert isinstance(_text, builtin_str) sys.stdout.write("{0}\n".format(_text))
module function_definition identifier parameters identifier identifier block expression_statement call attribute attribute identifier identifier identifier argument_list string string_start string_content escape_sequence string_end expression_statement call attribute identifier identifier argument_list expression_statement assignment identifier call identifier argument_list identifier if_statement identifier block expression_statement assignment identifier call attribute identifier identifier argument_list identifier assert_statement call identifier argument_list identifier identifier expression_statement call attribute attribute identifier identifier identifier argument_list call attribute string string_start string_content escape_sequence string_end identifier argument_list identifier
Write text in the terminal without breaking the spinner.
def normalize(pw): pw_lower = pw.lower() return ''.join(helper.L33T.get(c, c) for c in pw_lower)
module function_definition identifier parameters identifier block expression_statement assignment identifier call attribute identifier identifier argument_list return_statement call attribute string string_start string_end identifier generator_expression call attribute attribute identifier identifier identifier argument_list identifier identifier for_in_clause identifier identifier
Lower case, and change the symbols to closest characters
def missing_count(self): if self.means: return self.means.missing_count return self._cube_dict["result"].get("missing", 0)
module function_definition identifier parameters identifier block if_statement attribute identifier identifier block return_statement attribute attribute identifier identifier identifier return_statement call attribute subscript attribute identifier identifier string string_start string_content string_end identifier argument_list string string_start string_content string_end integer
numeric representing count of missing rows in cube response.
def scramble_native_password(password, message): if not password: return b'' stage1 = sha1_new(password).digest() stage2 = sha1_new(stage1).digest() s = sha1_new() s.update(message[:SCRAMBLE_LENGTH]) s.update(stage2) result = s.digest() return _my_crypt(result, stage1)
module function_definition identifier parameters identifier identifier block if_statement not_operator identifier block return_statement string string_start string_end expression_statement assignment identifier call attribute call identifier argument_list identifier identifier argument_list expression_statement assignment identifier call attribute call identifier argument_list identifier identifier argument_list expression_statement assignment identifier call identifier argument_list expression_statement call attribute identifier identifier argument_list subscript identifier slice identifier expression_statement call attribute identifier identifier argument_list identifier expression_statement assignment identifier call attribute identifier identifier argument_list return_statement call identifier argument_list identifier identifier
Scramble used for mysql_native_password
def update_cache(self, data=None): if data: self.cache_data = data self.cache_updated = timezone.now() self.save()
module function_definition identifier parameters identifier default_parameter identifier none block if_statement identifier block expression_statement assignment attribute identifier identifier identifier expression_statement assignment attribute identifier identifier call attribute identifier identifier argument_list expression_statement call attribute identifier identifier argument_list
call with new data or set data to self.cache_data and call this
def _clean_X_y(X, y): return make_2d(X, verbose=False).astype('float'), y.astype('float')
module function_definition identifier parameters identifier identifier block return_statement expression_list call attribute call identifier argument_list identifier keyword_argument identifier false identifier argument_list string string_start string_content string_end call attribute identifier identifier argument_list string string_start string_content string_end
ensure that X and y data are float and correct shapes
def diff(self): self.mmb.complement(self.alphabet) self.mmb.minimize() print 'start intersection' self.mmc = self._intesect() print 'end intersection' return self.mmc
module function_definition identifier parameters identifier block expression_statement call attribute attribute identifier identifier identifier argument_list attribute identifier identifier expression_statement call attribute attribute identifier identifier identifier argument_list print_statement string string_start string_content string_end expression_statement assignment attribute identifier identifier call attribute identifier identifier argument_list print_statement string string_start string_content string_end return_statement attribute identifier identifier
The Difference between a PDA and a DFA
def element(self, inp=None): if inp is not None: s = str(inp)[:self.length] s += ' ' * (self.length - len(s)) return s else: return ' ' * self.length
module function_definition identifier parameters identifier default_parameter identifier none block if_statement comparison_operator identifier none block expression_statement assignment identifier subscript call identifier argument_list identifier slice attribute identifier identifier expression_statement augmented_assignment identifier binary_operator string string_start string_content string_end parenthesized_expression binary_operator attribute identifier identifier call identifier argument_list identifier return_statement identifier else_clause block return_statement binary_operator string string_start string_content string_end attribute identifier identifier
Return an element from ``inp`` or from scratch.
def _GenerateCSRFKey(config): secret_key = config.Get("AdminUI.csrf_secret_key", None) if not secret_key: secret_key = config.Get("AdminUI.django_secret_key", None) if secret_key: config.Set("AdminUI.csrf_secret_key", secret_key) if not secret_key: key = utils.GeneratePassphrase(length=100) config.Set("AdminUI.csrf_secret_key", key) else: print("Not updating csrf key as it is already set.")
module function_definition identifier parameters identifier block expression_statement assignment identifier call attribute identifier identifier argument_list string string_start string_content string_end none if_statement not_operator identifier block expression_statement assignment identifier call attribute identifier identifier argument_list string string_start string_content string_end none if_statement identifier block expression_statement call attribute identifier identifier argument_list string string_start string_content string_end identifier if_statement not_operator identifier block expression_statement assignment identifier call attribute identifier identifier argument_list keyword_argument identifier integer expression_statement call attribute identifier identifier argument_list string string_start string_content string_end identifier else_clause block expression_statement call identifier argument_list string string_start string_content string_end
Update a config with a random csrf key.
def ruleName(self): return '%s %s' % (self.rentalRate, self.RateRuleChoices.values.get(self.applyRateRule,self.applyRateRule))
module function_definition identifier parameters identifier block return_statement binary_operator string string_start string_content string_end tuple attribute identifier identifier call attribute attribute attribute identifier identifier identifier identifier argument_list attribute identifier identifier attribute identifier identifier
This should be overridden for child classes
def find_file(config_file=None, default_directories=None, default_bases=None): if config_file: if path.exists(path.expanduser(config_file)): return config_file else: raise FileNotFoundError('Config file not found: {}'.format(config_file)) dirs = default_directories or CONFIG_DIRS dirs = [getcwd()] + dirs bases = default_bases or CONFIG_BASES for directory, base in product(dirs, bases): filepath = path.expanduser(path.join(directory, base)) if path.exists(filepath): return filepath raise FileNotFoundError('Config file not found in {}'.format(dirs))
module function_definition identifier parameters default_parameter identifier none default_parameter identifier none default_parameter identifier none block if_statement identifier block if_statement call attribute identifier identifier argument_list call attribute identifier identifier argument_list identifier block return_statement identifier else_clause block raise_statement call identifier argument_list call attribute string string_start string_content string_end identifier argument_list identifier expression_statement assignment identifier boolean_operator identifier identifier expression_statement assignment identifier binary_operator list call identifier argument_list identifier expression_statement assignment identifier boolean_operator identifier identifier for_statement pattern_list identifier identifier call identifier argument_list identifier identifier block expression_statement assignment identifier call attribute identifier identifier argument_list call attribute identifier identifier argument_list identifier identifier if_statement call attribute identifier identifier argument_list identifier block return_statement identifier raise_statement call identifier argument_list call attribute string string_start string_content string_end identifier argument_list identifier
Search for a config file in a list of files.
def xywh_from_points(points): xys = [[int(p) for p in pair.split(',')] for pair in points.split(' ')] minx = sys.maxsize miny = sys.maxsize maxx = 0 maxy = 0 for xy in xys: if xy[0] < minx: minx = xy[0] if xy[0] > maxx: maxx = xy[0] if xy[1] < miny: miny = xy[1] if xy[1] > maxy: maxy = xy[1] return { 'x': minx, 'y': miny, 'w': maxx - minx, 'h': maxy - miny, }
module function_definition identifier parameters identifier block expression_statement assignment identifier list_comprehension list_comprehension call identifier argument_list identifier for_in_clause identifier call attribute identifier identifier argument_list string string_start string_content string_end for_in_clause identifier call attribute identifier identifier argument_list string string_start string_content string_end expression_statement assignment identifier attribute identifier identifier expression_statement assignment identifier attribute identifier identifier expression_statement assignment identifier integer expression_statement assignment identifier integer for_statement identifier identifier block if_statement comparison_operator subscript identifier integer identifier block expression_statement assignment identifier subscript identifier integer if_statement comparison_operator subscript identifier integer identifier block expression_statement assignment identifier subscript identifier integer if_statement comparison_operator subscript identifier integer identifier block expression_statement assignment identifier subscript identifier integer if_statement comparison_operator subscript identifier integer identifier block expression_statement assignment identifier subscript identifier integer return_statement dictionary pair string string_start string_content string_end identifier pair string string_start string_content string_end identifier pair string string_start string_content string_end binary_operator identifier identifier pair string string_start string_content string_end binary_operator identifier identifier
Constructs an dict representing a rectangle with keys x, y, w, h
def execute(self): try: for key, value in self._watched_keys.items(): if self.mock_redis.redis.get(self.mock_redis._encode(key)) != value: raise WatchError("Watched variable changed.") return [command() for command in self.commands] finally: self._reset()
module function_definition identifier parameters identifier block try_statement block for_statement pattern_list identifier identifier call attribute attribute identifier identifier identifier argument_list block if_statement comparison_operator call attribute attribute attribute identifier identifier identifier identifier argument_list call attribute attribute identifier identifier identifier argument_list identifier identifier block raise_statement call identifier argument_list string string_start string_content string_end return_statement list_comprehension call identifier argument_list for_in_clause identifier attribute identifier identifier finally_clause block expression_statement call attribute identifier identifier argument_list
Execute all of the saved commands and return results.
def count(self, eventRegistry): self.setRequestedResult(RequestEventsInfo()) res = eventRegistry.execQuery(self) if "error" in res: print(res["error"]) count = res.get("events", {}).get("totalResults", 0) return count
module function_definition identifier parameters identifier identifier block expression_statement call attribute identifier identifier argument_list call identifier argument_list expression_statement assignment identifier call attribute identifier identifier argument_list identifier if_statement comparison_operator string string_start string_content string_end identifier block expression_statement call identifier argument_list subscript identifier string string_start string_content string_end expression_statement assignment identifier call attribute call attribute identifier identifier argument_list string string_start string_content string_end dictionary identifier argument_list string string_start string_content string_end integer return_statement identifier
return the number of events that match the criteria
def _find_usage_spot_instances(self): logger.debug('Getting spot instance request usage') try: res = self.conn.describe_spot_instance_requests() except botocore.exceptions.ClientError as e: if e.response['Error']['Code'] == 'UnsupportedOperation': return raise count = 0 for req in res['SpotInstanceRequests']: if req['State'] in ['open', 'active']: count += 1 logger.debug('Counting spot instance request %s state=%s', req['SpotInstanceRequestId'], req['State']) else: logger.debug('NOT counting spot instance request %s state=%s', req['SpotInstanceRequestId'], req['State']) self.limits['Max spot instance requests per region']._add_current_usage( count, aws_type='AWS::EC2::SpotInstanceRequest' )
module function_definition identifier parameters identifier block expression_statement call attribute identifier identifier argument_list string string_start string_content string_end try_statement block expression_statement assignment identifier call attribute attribute identifier identifier identifier argument_list except_clause as_pattern attribute attribute identifier identifier identifier as_pattern_target identifier block if_statement comparison_operator subscript subscript attribute identifier identifier string string_start string_content string_end string string_start string_content string_end string string_start string_content string_end block return_statement raise_statement expression_statement assignment identifier integer for_statement identifier subscript identifier string string_start string_content string_end block if_statement comparison_operator subscript identifier string string_start string_content string_end list string string_start string_content string_end string string_start string_content string_end block expression_statement augmented_assignment identifier integer expression_statement call attribute identifier identifier argument_list string string_start string_content string_end subscript identifier string string_start string_content string_end subscript identifier string string_start string_content string_end else_clause block expression_statement call attribute identifier identifier argument_list string string_start string_content string_end subscript identifier string string_start string_content string_end subscript identifier string string_start string_content string_end expression_statement call attribute subscript attribute identifier identifier string string_start string_content string_end identifier argument_list identifier keyword_argument identifier string string_start string_content string_end
calculate spot instance request usage and update Limits
def predict_y(self, Xnew): pred_f_mean, pred_f_var = self._build_predict(Xnew) return self.likelihood.predict_mean_and_var(pred_f_mean, pred_f_var)
module function_definition identifier parameters identifier identifier block expression_statement assignment pattern_list identifier identifier call attribute identifier identifier argument_list identifier return_statement call attribute attribute identifier identifier identifier argument_list identifier identifier
Compute the mean and variance of held-out data at the points Xnew
def rm_rf(path): if os.path.isfile(path): os.unlink(path) elif os.path.isdir(path): for root, dirs, files in os.walk(path, topdown=False): for filename in files: filepath = os.path.join(root, filename) logger.info("Deleting file %s" % filepath) os.unlink(filepath) for dirname in dirs: dirpath = os.path.join(root, dirname) if os.path.islink(dirpath): logger.info("Deleting link %s" % dirpath) os.unlink(dirpath) else: logger.info("Deleting dir %s" % dirpath) os.rmdir(dirpath) logger.info("Deleting dir %s", path) os.rmdir(path)
module function_definition identifier parameters identifier block if_statement call attribute attribute identifier identifier identifier argument_list identifier block expression_statement call attribute identifier identifier argument_list identifier elif_clause call attribute attribute identifier identifier identifier argument_list identifier block for_statement pattern_list identifier identifier identifier call attribute identifier identifier argument_list identifier keyword_argument identifier false block for_statement identifier identifier block expression_statement assignment identifier call attribute attribute identifier identifier identifier argument_list identifier identifier expression_statement call attribute identifier identifier argument_list binary_operator string string_start string_content string_end identifier expression_statement call attribute identifier identifier argument_list identifier for_statement identifier identifier block expression_statement assignment identifier call attribute attribute identifier identifier identifier argument_list identifier identifier if_statement call attribute attribute identifier identifier identifier argument_list identifier block expression_statement call attribute identifier identifier argument_list binary_operator string string_start string_content string_end identifier expression_statement call attribute identifier identifier argument_list identifier else_clause block expression_statement call attribute identifier identifier argument_list binary_operator string string_start string_content string_end identifier expression_statement call attribute identifier identifier argument_list identifier expression_statement call attribute identifier identifier argument_list string string_start string_content string_end identifier expression_statement call attribute identifier identifier argument_list identifier
Act as 'rm -rf' in the shell
def register(self): log.info('Installing ssh key, %s' % self.name) self.consul.create_ssh_pub_key(self.name, self.key)
module function_definition identifier parameters identifier block expression_statement call attribute identifier identifier argument_list binary_operator string string_start string_content string_end attribute identifier identifier expression_statement call attribute attribute identifier identifier identifier argument_list attribute identifier identifier attribute identifier identifier
Registers SSH key with provider.
def _new_replica(self, instance_id: int, is_master: bool, bls_bft: BlsBft) -> Replica: return self._replica_class(self._node, instance_id, self._config, is_master, bls_bft, self._metrics)
module function_definition identifier parameters identifier typed_parameter identifier type identifier typed_parameter identifier type identifier typed_parameter identifier type identifier type identifier block return_statement call attribute identifier identifier argument_list attribute identifier identifier identifier attribute identifier identifier identifier identifier attribute identifier identifier
Create a new replica with the specified parameters.
def load_jupyter_server_extension(nb_server_app): app = nb_server_app.web_app host_pattern = '.*$' app.add_handlers(host_pattern, [ (utils.url_path_join(app.settings['base_url'], '/http_over_websocket'), handlers.HttpOverWebSocketHandler), (utils.url_path_join(app.settings['base_url'], '/http_over_websocket/diagnose'), handlers.HttpOverWebSocketDiagnosticHandler), ]) print('jupyter_http_over_ws extension initialized. Listening on ' '/http_over_websocket')
module function_definition identifier parameters identifier block expression_statement assignment identifier attribute identifier identifier expression_statement assignment identifier string string_start string_content string_end expression_statement call attribute identifier identifier argument_list identifier list tuple call attribute identifier identifier argument_list subscript attribute identifier identifier string string_start string_content string_end string string_start string_content string_end attribute identifier identifier tuple call attribute identifier identifier argument_list subscript attribute identifier identifier string string_start string_content string_end string string_start string_content string_end attribute identifier identifier expression_statement call identifier argument_list concatenated_string string string_start string_content string_end string string_start string_content string_end
Called by Jupyter when this module is loaded as a server extension.
def generate(self, request, **kwargs): self.method_check(request, allowed=['get']) basic_bundle = self.build_bundle(request=request) tileset = self.cached_obj_get( bundle=basic_bundle, **self.remove_api_resource_names(kwargs)) return self.create_response(request, tileset.generate())
module function_definition identifier parameters identifier identifier dictionary_splat_pattern identifier block expression_statement call attribute identifier identifier argument_list identifier keyword_argument identifier list string string_start string_content string_end expression_statement assignment identifier call attribute identifier identifier argument_list keyword_argument identifier identifier expression_statement assignment identifier call attribute identifier identifier argument_list keyword_argument identifier identifier dictionary_splat call attribute identifier identifier argument_list identifier return_statement call attribute identifier identifier argument_list identifier call attribute identifier identifier argument_list
proxy for the tileset.generate method
def data_filler_customer(self, number_of_rows, db): try: customer = db data_list = list() for i in range(0, number_of_rows): post_cus_reg = { "id": rnd_id_generator(self), "name": self.faker.first_name(), "lastname": self.faker.last_name(), "address": self.faker.address(), "country": self.faker.country(), "city": self.faker.city(), "registry_date": self.faker.date(pattern="%d-%m-%Y"), "birthdate": self.faker.date(pattern="%d-%m-%Y"), "email": self.faker.safe_email(), "phone_number": self.faker.phone_number(), "locale": self.faker.locale() } customer.save(post_cus_reg) logger.warning('customer Commits are successful after write job!', extra=d) except Exception as e: logger.error(e, extra=d)
module function_definition identifier parameters identifier identifier identifier block try_statement block expression_statement assignment identifier identifier expression_statement assignment identifier call identifier argument_list for_statement identifier call identifier argument_list integer identifier block expression_statement assignment identifier dictionary pair string string_start string_content string_end call identifier argument_list identifier pair string string_start string_content string_end call attribute attribute identifier identifier identifier argument_list pair string string_start string_content string_end call attribute attribute identifier identifier identifier argument_list pair string string_start string_content string_end call attribute attribute identifier identifier identifier argument_list pair string string_start string_content string_end call attribute attribute identifier identifier identifier argument_list pair string string_start string_content string_end call attribute attribute identifier identifier identifier argument_list pair string string_start string_content string_end call attribute attribute identifier identifier identifier argument_list keyword_argument identifier string string_start string_content string_end pair string string_start string_content string_end call attribute attribute identifier identifier identifier argument_list keyword_argument identifier string string_start string_content string_end pair string string_start string_content string_end call attribute attribute identifier identifier identifier argument_list pair string string_start string_content string_end call attribute attribute identifier identifier identifier argument_list pair string string_start string_content string_end call attribute attribute identifier identifier identifier argument_list expression_statement call attribute identifier identifier argument_list identifier expression_statement call attribute identifier identifier argument_list string string_start string_content string_end keyword_argument identifier identifier except_clause as_pattern identifier as_pattern_target identifier block expression_statement call attribute identifier identifier argument_list identifier keyword_argument identifier identifier
creates and fills the table with customer data
def _rd_fld_vals(name, val, set_list_ft=True, qty_min=0, qty_max=None): if not val and qty_min == 0: return [] if set_list_ft else set() vals = val.split('|') num_vals = len(vals) assert num_vals >= qty_min, \ "FLD({F}): MIN QUANTITY({Q}) WASN'T MET: {V}".format( F=name, Q=qty_min, V=vals) if qty_max is not None: assert num_vals <= qty_max, \ "FLD({F}): MAX QUANTITY({Q}) EXCEEDED: {V}".format( F=name, Q=qty_max, V=vals) return vals if set_list_ft else set(vals)
module function_definition identifier parameters identifier identifier default_parameter identifier true default_parameter identifier integer default_parameter identifier none block if_statement boolean_operator not_operator identifier comparison_operator identifier integer block return_statement conditional_expression list identifier call identifier argument_list expression_statement assignment identifier call attribute identifier identifier argument_list string string_start string_content string_end expression_statement assignment identifier call identifier argument_list identifier assert_statement comparison_operator identifier identifier call attribute string string_start string_content string_end identifier argument_list keyword_argument identifier identifier keyword_argument identifier identifier keyword_argument identifier identifier if_statement comparison_operator identifier none block assert_statement comparison_operator identifier identifier call attribute string string_start string_content string_end identifier argument_list keyword_argument identifier identifier keyword_argument identifier identifier keyword_argument identifier identifier return_statement conditional_expression identifier identifier call identifier argument_list identifier
Further split a GPAD value within a single field.
def petl(self, *args, **kwargs): import petl t = self.resolved_url.get_resource().get_target() if t.target_format == 'txt': return petl.fromtext(str(t.fspath), *args, **kwargs) elif t.target_format == 'csv': return petl.fromcsv(str(t.fspath), *args, **kwargs) else: raise Exception("Can't handle")
module function_definition identifier parameters identifier list_splat_pattern identifier dictionary_splat_pattern identifier block import_statement dotted_name identifier expression_statement assignment identifier call attribute call attribute attribute identifier identifier identifier argument_list identifier argument_list if_statement comparison_operator attribute identifier identifier string string_start string_content string_end block return_statement call attribute identifier identifier argument_list call identifier argument_list attribute identifier identifier list_splat identifier dictionary_splat identifier elif_clause comparison_operator attribute identifier identifier string string_start string_content string_end block return_statement call attribute identifier identifier argument_list call identifier argument_list attribute identifier identifier list_splat identifier dictionary_splat identifier else_clause block raise_statement call identifier argument_list string string_start string_content string_end
Return a PETL source object
def extract_imports(script): if not os.path.isfile(script): raise ValueError('Not a file: %s' % script) parse_tree = parse_python(script) result = find_imports(parse_tree) result.path = script return result
module function_definition identifier parameters identifier block if_statement not_operator call attribute attribute identifier identifier identifier argument_list identifier block raise_statement call identifier argument_list binary_operator string string_start string_content string_end identifier expression_statement assignment identifier call identifier argument_list identifier expression_statement assignment identifier call identifier argument_list identifier expression_statement assignment attribute identifier identifier identifier return_statement identifier
Extract all imports from a python script
def _map_unity_proxy_to_object(value): vtype = type(value) if vtype in _proxy_map: return _proxy_map[vtype](value) elif vtype == list: return [_map_unity_proxy_to_object(v) for v in value] elif vtype == dict: return {k:_map_unity_proxy_to_object(v) for k,v in value.items()} else: return value
module function_definition identifier parameters identifier block expression_statement assignment identifier call identifier argument_list identifier if_statement comparison_operator identifier identifier block return_statement call subscript identifier identifier argument_list identifier elif_clause comparison_operator identifier identifier block return_statement list_comprehension call identifier argument_list identifier for_in_clause identifier identifier elif_clause comparison_operator identifier identifier block return_statement dictionary_comprehension pair identifier call identifier argument_list identifier for_in_clause pattern_list identifier identifier call attribute identifier identifier argument_list else_clause block return_statement identifier
Map returning value, if it is unity SFrame, SArray, map it
def _build_url(self, shorten=True): self.url = URL_FORMAT.format(*self._get_url_params(shorten=shorten))
module function_definition identifier parameters identifier default_parameter identifier true block expression_statement assignment attribute identifier identifier call attribute identifier identifier argument_list list_splat call attribute identifier identifier argument_list keyword_argument identifier identifier
Build the url for a cable ratings page
def check_py(self, version, name, original, loc, tokens): internal_assert(len(tokens) == 1, "invalid " + name + " tokens", tokens) if self.target_info < get_target_info(version): raise self.make_err(CoconutTargetError, "found Python " + ".".join(version) + " " + name, original, loc, target=version) else: return tokens[0]
module function_definition identifier parameters identifier identifier identifier identifier identifier identifier block expression_statement call identifier argument_list comparison_operator call identifier argument_list identifier integer binary_operator binary_operator string string_start string_content string_end identifier string string_start string_content string_end identifier if_statement comparison_operator attribute identifier identifier call identifier argument_list identifier block raise_statement call attribute identifier identifier argument_list identifier binary_operator binary_operator binary_operator string string_start string_content string_end call attribute string string_start string_content string_end identifier argument_list identifier string string_start string_content string_end identifier identifier identifier keyword_argument identifier identifier else_clause block return_statement subscript identifier integer
Check for Python-version-specific syntax.
def create_cnn_model(base_arch:Callable, nc:int, cut:Union[int,Callable]=None, pretrained:bool=True, lin_ftrs:Optional[Collection[int]]=None, ps:Floats=0.5, custom_head:Optional[nn.Module]=None, split_on:Optional[SplitFuncOrIdxList]=None, bn_final:bool=False, concat_pool:bool=True): "Create custom convnet architecture" body = create_body(base_arch, pretrained, cut) if custom_head is None: nf = num_features_model(nn.Sequential(*body.children())) * (2 if concat_pool else 1) head = create_head(nf, nc, lin_ftrs, ps=ps, concat_pool=concat_pool, bn_final=bn_final) else: head = custom_head return nn.Sequential(body, head)
module function_definition identifier parameters typed_parameter identifier type identifier typed_parameter identifier type identifier typed_default_parameter identifier type generic_type identifier type_parameter type identifier type identifier none typed_default_parameter identifier type identifier true typed_default_parameter identifier type generic_type identifier type_parameter type generic_type identifier type_parameter type identifier none typed_default_parameter identifier type identifier float typed_default_parameter identifier type generic_type identifier type_parameter type attribute identifier identifier none typed_default_parameter identifier type generic_type identifier type_parameter type identifier none typed_default_parameter identifier type identifier false typed_default_parameter identifier type identifier true block expression_statement string string_start string_content string_end expression_statement assignment identifier call identifier argument_list identifier identifier identifier if_statement comparison_operator identifier none block expression_statement assignment identifier binary_operator call identifier argument_list call attribute identifier identifier argument_list list_splat call attribute identifier identifier argument_list parenthesized_expression conditional_expression integer identifier integer expression_statement assignment identifier call identifier argument_list identifier identifier identifier keyword_argument identifier identifier keyword_argument identifier identifier keyword_argument identifier identifier else_clause block expression_statement assignment identifier identifier return_statement call attribute identifier identifier argument_list identifier identifier
Create custom convnet architecture
def zero_crossing_after(self, n): n_in_samples = int(n * self.samplerate) search_end = n_in_samples + self.samplerate if search_end > self.duration: search_end = self.duration frame = zero_crossing_first( self.range_as_mono(n_in_samples, search_end)) + n_in_samples return frame / float(self.samplerate)
module function_definition identifier parameters identifier identifier block expression_statement assignment identifier call identifier argument_list binary_operator identifier attribute identifier identifier expression_statement assignment identifier binary_operator identifier attribute identifier identifier if_statement comparison_operator identifier attribute identifier identifier block expression_statement assignment identifier attribute identifier identifier expression_statement assignment identifier binary_operator call identifier argument_list call attribute identifier identifier argument_list identifier identifier identifier return_statement binary_operator identifier call identifier argument_list attribute identifier identifier
Find nearest zero crossing in waveform after frame ``n``
def getResiduals(self): X = np.zeros((self.N*self.P,self.n_fixed_effs)) ip = 0 for i in range(self.n_terms): Ki = self.A[i].shape[0]*self.F[i].shape[1] X[:,ip:ip+Ki] = np.kron(self.A[i].T,self.F[i]) ip += Ki y = np.reshape(self.Y,(self.Y.size,1),order='F') RV = regressOut(y,X) RV = np.reshape(RV,self.Y.shape,order='F') return RV
module function_definition identifier parameters identifier block expression_statement assignment identifier call attribute identifier identifier argument_list tuple binary_operator attribute identifier identifier attribute identifier identifier attribute identifier identifier expression_statement assignment identifier integer for_statement identifier call identifier argument_list attribute identifier identifier block expression_statement assignment identifier binary_operator subscript attribute subscript attribute identifier identifier identifier identifier integer subscript attribute subscript attribute identifier identifier identifier identifier integer expression_statement assignment subscript identifier slice slice identifier binary_operator identifier identifier call attribute identifier identifier argument_list attribute subscript attribute identifier identifier identifier identifier subscript attribute identifier identifier identifier expression_statement augmented_assignment identifier identifier expression_statement assignment identifier call attribute identifier identifier argument_list attribute identifier identifier tuple attribute attribute identifier identifier identifier integer keyword_argument identifier string string_start string_content string_end expression_statement assignment identifier call identifier argument_list identifier identifier expression_statement assignment identifier call attribute identifier identifier argument_list identifier attribute attribute identifier identifier identifier keyword_argument identifier string string_start string_content string_end return_statement identifier
regress out fixed effects and results residuals
def enabled_checker(func): @wraps(func) def wrap(self, *args, **kwargs): if self.allowed_methods and isinstance(self.allowed_methods, list) and func.__name__ not in self.allowed_methods: raise Exception("Method {} is disabled".format(func.__name__)) return func(self, *args, **kwargs) return wrap
module function_definition identifier parameters identifier block decorated_definition decorator call identifier argument_list identifier function_definition identifier parameters identifier list_splat_pattern identifier dictionary_splat_pattern identifier block if_statement boolean_operator boolean_operator attribute identifier identifier call identifier argument_list attribute identifier identifier identifier comparison_operator attribute identifier identifier attribute identifier identifier block raise_statement call identifier argument_list call attribute string string_start string_content string_end identifier argument_list attribute identifier identifier return_statement call identifier argument_list identifier list_splat identifier dictionary_splat identifier return_statement identifier
Access decorator which checks if a RPC method is enabled by our configuration
def token(self, token_address: Address) -> Token: if not is_binary_address(token_address): raise ValueError('token_address must be a valid address') with self._token_creation_lock: if token_address not in self.address_to_token: self.address_to_token[token_address] = Token( jsonrpc_client=self.client, token_address=token_address, contract_manager=self.contract_manager, ) return self.address_to_token[token_address]
module function_definition identifier parameters identifier typed_parameter identifier type identifier type identifier block if_statement not_operator call identifier argument_list identifier block raise_statement call identifier argument_list string string_start string_content string_end with_statement with_clause with_item attribute identifier identifier block if_statement comparison_operator identifier attribute identifier identifier block expression_statement assignment subscript attribute identifier identifier identifier call identifier argument_list keyword_argument identifier attribute identifier identifier keyword_argument identifier identifier keyword_argument identifier attribute identifier identifier return_statement subscript attribute identifier identifier identifier
Return a proxy to interact with a token.
def getManagers(self): manager_ids = [] manager_list = [] for department in self.getDepartments(): manager = department.getManager() if manager is None: continue manager_id = manager.getId() if manager_id not in manager_ids: manager_ids.append(manager_id) manager_list.append(manager) return manager_list
module function_definition identifier parameters identifier block expression_statement assignment identifier list expression_statement assignment identifier list for_statement identifier call attribute identifier identifier argument_list block expression_statement assignment identifier call attribute identifier identifier argument_list if_statement comparison_operator identifier none block continue_statement expression_statement assignment identifier call attribute identifier identifier argument_list if_statement comparison_operator identifier identifier block expression_statement call attribute identifier identifier argument_list identifier expression_statement call attribute identifier identifier argument_list identifier return_statement identifier
Return all managers of responsible departments
def _parse_preseq_logs(f): lines = f['f'].splitlines() header = lines.pop(0) data_is_bases = False if header.startswith('TOTAL_READS EXPECTED_DISTINCT'): pass elif header.startswith('TOTAL_BASES EXPECTED_DISTINCT'): data_is_bases = True elif header.startswith('total_reads distinct_reads'): pass else: log.debug("First line of preseq file {} did not look right".format(f['fn'])) return None, None data = dict() for l in lines: s = l.split() if float(s[1]) == 0 and float(s[0]) > 0: continue data[float(s[0])] = float(s[1]) return data, data_is_bases
module function_definition identifier parameters identifier block expression_statement assignment identifier call attribute subscript identifier string string_start string_content string_end identifier argument_list expression_statement assignment identifier call attribute identifier identifier argument_list integer expression_statement assignment identifier false if_statement call attribute identifier identifier argument_list string string_start string_content string_end block pass_statement elif_clause call attribute identifier identifier argument_list string string_start string_content string_end block expression_statement assignment identifier true elif_clause call attribute identifier identifier argument_list string string_start string_content string_end block pass_statement else_clause block expression_statement call attribute identifier identifier argument_list call attribute string string_start string_content string_end identifier argument_list subscript identifier string string_start string_content string_end return_statement expression_list none none expression_statement assignment identifier call identifier argument_list for_statement identifier identifier block expression_statement assignment identifier call attribute identifier identifier argument_list if_statement boolean_operator comparison_operator call identifier argument_list subscript identifier integer integer comparison_operator call identifier argument_list subscript identifier integer integer block continue_statement expression_statement assignment subscript identifier call identifier argument_list subscript identifier integer call identifier argument_list subscript identifier integer return_statement expression_list identifier identifier
Go through log file looking for preseq output
def as_sparse_array(self, kind=None, fill_value=None, copy=False): if fill_value is None: fill_value = self.fill_value if kind is None: kind = self.kind return SparseArray(self.values, sparse_index=self.sp_index, fill_value=fill_value, kind=kind, copy=copy)
module function_definition identifier parameters identifier default_parameter identifier none default_parameter identifier none default_parameter identifier false block if_statement comparison_operator identifier none block expression_statement assignment identifier attribute identifier identifier if_statement comparison_operator identifier none block expression_statement assignment identifier attribute identifier identifier return_statement call identifier argument_list attribute identifier identifier keyword_argument identifier attribute identifier identifier keyword_argument identifier identifier keyword_argument identifier identifier keyword_argument identifier identifier
return my self as a sparse array, do not copy by default
def make_coord_dict(coord): return dict( z=int_if_exact(coord.zoom), x=int_if_exact(coord.column), y=int_if_exact(coord.row), )
module function_definition identifier parameters identifier block return_statement call identifier argument_list keyword_argument identifier call identifier argument_list attribute identifier identifier keyword_argument identifier call identifier argument_list attribute identifier identifier keyword_argument identifier call identifier argument_list attribute identifier identifier
helper function to make a dict from a coordinate for logging
def _init_taxid2asscs(self): taxid2asscs = cx.defaultdict(list) for ntanno in self.associations: taxid2asscs[ntanno.tax_id].append(ntanno) assert len(taxid2asscs) != 0, "**FATAL: NO TAXIDS: {F}".format(F=self.filename) prt = sys.stdout num_taxids = len(taxid2asscs) prt.write('{N} taxids stored'.format(N=num_taxids)) if num_taxids < 5: prt.write(': {Ts}'.format(Ts=' '.join(sorted(str(t) for t in taxid2asscs)))) prt.write('\n') return dict(taxid2asscs)
module function_definition identifier parameters identifier block expression_statement assignment identifier call attribute identifier identifier argument_list identifier for_statement identifier attribute identifier identifier block expression_statement call attribute subscript identifier attribute identifier identifier identifier argument_list identifier assert_statement comparison_operator call identifier argument_list identifier integer call attribute string string_start string_content string_end identifier argument_list keyword_argument identifier attribute identifier identifier expression_statement assignment identifier attribute identifier identifier expression_statement assignment identifier call identifier argument_list identifier expression_statement call attribute identifier identifier argument_list call attribute string string_start string_content string_end identifier argument_list keyword_argument identifier identifier if_statement comparison_operator identifier integer block expression_statement call attribute identifier identifier argument_list call attribute string string_start string_content string_end identifier argument_list keyword_argument identifier call attribute string string_start string_content string_end identifier argument_list call identifier generator_expression call identifier argument_list identifier for_in_clause identifier identifier expression_statement call attribute identifier identifier argument_list string string_start string_content escape_sequence string_end return_statement call identifier argument_list identifier
Create dict with taxid keys and annotation namedtuple list.
def _remove_overlaps(in_file, out_dir, data): out_file = os.path.join(out_dir, "%s-nooverlaps%s" % utils.splitext_plus(os.path.basename(in_file))) if not utils.file_uptodate(out_file, in_file): with file_transaction(data, out_file) as tx_out_file: with open(in_file) as in_handle: with open(tx_out_file, "w") as out_handle: prev_line = None for line in in_handle: if prev_line: pchrom, pstart, pend = prev_line.split("\t", 4)[:3] cchrom, cstart, cend = line.split("\t", 4)[:3] if pchrom == cchrom and int(pend) > int(cstart): pass else: out_handle.write(prev_line) prev_line = line out_handle.write(prev_line) return out_file
module function_definition identifier parameters identifier identifier identifier block expression_statement assignment identifier call attribute attribute identifier identifier identifier argument_list identifier binary_operator string string_start string_content string_end call attribute identifier identifier argument_list call attribute attribute identifier identifier identifier argument_list identifier if_statement not_operator call attribute identifier identifier argument_list identifier identifier block with_statement with_clause with_item as_pattern call identifier argument_list identifier identifier as_pattern_target identifier block with_statement with_clause with_item as_pattern call identifier argument_list identifier as_pattern_target identifier block with_statement with_clause with_item as_pattern call identifier argument_list identifier string string_start string_content string_end as_pattern_target identifier block expression_statement assignment identifier none for_statement identifier identifier block if_statement identifier block expression_statement assignment pattern_list identifier identifier identifier subscript call attribute identifier identifier argument_list string string_start string_content escape_sequence string_end integer slice integer expression_statement assignment pattern_list identifier identifier identifier subscript call attribute identifier identifier argument_list string string_start string_content escape_sequence string_end integer slice integer if_statement boolean_operator comparison_operator identifier identifier comparison_operator call identifier argument_list identifier call identifier argument_list identifier block pass_statement else_clause block expression_statement call attribute identifier identifier argument_list identifier expression_statement assignment identifier identifier expression_statement call attribute identifier identifier argument_list identifier return_statement identifier
Remove regions that overlap with next region, these result in issues with PureCN.
def rsi(series, window=14): deltas = np.diff(series) seed = deltas[:window + 1] ups = seed[seed > 0].sum() / window downs = -seed[seed < 0].sum() / window rsival = np.zeros_like(series) rsival[:window] = 100. - 100. / (1. + ups / downs) for i in range(window, len(series)): delta = deltas[i - 1] if delta > 0: upval = delta downval = 0 else: upval = 0 downval = -delta ups = (ups * (window - 1) + upval) / window downs = (downs * (window - 1.) + downval) / window rsival[i] = 100. - 100. / (1. + ups / downs) return pd.Series(index=series.index, data=rsival)
module function_definition identifier parameters identifier default_parameter identifier integer block expression_statement assignment identifier call attribute identifier identifier argument_list identifier expression_statement assignment identifier subscript identifier slice binary_operator identifier integer expression_statement assignment identifier binary_operator call attribute subscript identifier comparison_operator identifier integer identifier argument_list identifier expression_statement assignment identifier binary_operator unary_operator call attribute subscript identifier comparison_operator identifier integer identifier argument_list identifier expression_statement assignment identifier call attribute identifier identifier argument_list identifier expression_statement assignment subscript identifier slice identifier binary_operator float binary_operator float parenthesized_expression binary_operator float binary_operator identifier identifier for_statement identifier call identifier argument_list identifier call identifier argument_list identifier block expression_statement assignment identifier subscript identifier binary_operator identifier integer if_statement comparison_operator identifier integer block expression_statement assignment identifier identifier expression_statement assignment identifier integer else_clause block expression_statement assignment identifier integer expression_statement assignment identifier unary_operator identifier expression_statement assignment identifier binary_operator parenthesized_expression binary_operator binary_operator identifier parenthesized_expression binary_operator identifier integer identifier identifier expression_statement assignment identifier binary_operator parenthesized_expression binary_operator binary_operator identifier parenthesized_expression binary_operator identifier float identifier identifier expression_statement assignment subscript identifier identifier binary_operator float binary_operator float parenthesized_expression binary_operator float binary_operator identifier identifier return_statement call attribute identifier identifier argument_list keyword_argument identifier attribute identifier identifier keyword_argument identifier identifier
compute the n period relative strength indicator
def _list2Rlist(xs): if isinstance(xs, six.string_types): xs = [xs] rlist = ",".join([_quotestring(x) for x in xs]) return "c(" + rlist + ")"
module function_definition identifier parameters identifier block if_statement call identifier argument_list identifier attribute identifier identifier block expression_statement assignment identifier list identifier expression_statement assignment identifier call attribute string string_start string_content string_end identifier argument_list list_comprehension call identifier argument_list identifier for_in_clause identifier identifier return_statement binary_operator binary_operator string string_start string_content string_end identifier string string_start string_content string_end
convert a python list to an R list
def unindex_model_on_delete(sender, document, **kwargs): if current_app.config.get('AUTO_INDEX'): unindex.delay(document)
module function_definition identifier parameters identifier identifier dictionary_splat_pattern identifier block if_statement call attribute attribute identifier identifier identifier argument_list string string_start string_content string_end block expression_statement call attribute identifier identifier argument_list identifier
Unindex Mongo document on post_delete
def ingress_filter(self, response): data = self.data_getter(response) if isinstance(data, dict): data = m_data.DictResponse(data) elif isinstance(data, list): data = m_data.ListResponse(data) else: return data data.meta = self.meta_getter(response) return data
module function_definition identifier parameters identifier identifier block expression_statement assignment identifier call attribute identifier identifier argument_list identifier if_statement call identifier argument_list identifier identifier block expression_statement assignment identifier call attribute identifier identifier argument_list identifier elif_clause call identifier argument_list identifier identifier block expression_statement assignment identifier call attribute identifier identifier argument_list identifier else_clause block return_statement identifier expression_statement assignment attribute identifier identifier call attribute identifier identifier argument_list identifier return_statement identifier
Flatten a response with meta and data keys into an object.
def flush(): try: sys.stdout.flush() sys.stderr.flush() except (AttributeError, ValueError, IOError): pass try: libc.fflush(None) except (AttributeError, ValueError, IOError): pass
module function_definition identifier parameters block try_statement block expression_statement call attribute attribute identifier identifier identifier argument_list expression_statement call attribute attribute identifier identifier identifier argument_list except_clause tuple identifier identifier identifier block pass_statement try_statement block expression_statement call attribute identifier identifier argument_list none except_clause tuple identifier identifier identifier block pass_statement
Try to flush all stdio buffers, both from python and from C.
def parse_changes(): with open('CHANGES') as changes: for match in re.finditer(RE_CHANGES, changes.read(1024), re.M): if len(match.group(1)) != len(match.group(3)): error('incorrect underline in CHANGES') date = datetime.datetime.strptime(match.group(4), '%Y-%m-%d').date() if date != datetime.date.today(): error('release date is not today') return match.group(2) error('invalid release entry in CHANGES')
module function_definition identifier parameters block with_statement with_clause with_item as_pattern call identifier argument_list string string_start string_content string_end as_pattern_target identifier block for_statement identifier call attribute identifier identifier argument_list identifier call attribute identifier identifier argument_list integer attribute identifier identifier block if_statement comparison_operator call identifier argument_list call attribute identifier identifier argument_list integer call identifier argument_list call attribute identifier identifier argument_list integer block expression_statement call identifier argument_list string string_start string_content string_end expression_statement assignment identifier call attribute call attribute attribute identifier identifier identifier argument_list call attribute identifier identifier argument_list integer string string_start string_content string_end identifier argument_list if_statement comparison_operator identifier call attribute attribute identifier identifier identifier argument_list block expression_statement call identifier argument_list string string_start string_content string_end return_statement call attribute identifier identifier argument_list integer expression_statement call identifier argument_list string string_start string_content string_end
grab version from CHANGES and validate entry
def doIteration(self, delay=None, fromqt=False): 'This method is called by a Qt timer or by network activity on a file descriptor' if not self.running and self._blockApp: self._blockApp.quit() self._timer.stop() delay = max(delay, 1) if not fromqt: self.qApp.processEvents(QtCore.QEventLoop.AllEvents, delay * 1000) if self.timeout() is None: timeout = 0.1 elif self.timeout() == 0: timeout = 0 else: timeout = self.timeout() self._timer.setInterval(timeout * 1000) self._timer.start()
module function_definition identifier parameters identifier default_parameter identifier none default_parameter identifier false block expression_statement string string_start string_content string_end if_statement boolean_operator not_operator attribute identifier identifier attribute identifier identifier block expression_statement call attribute attribute identifier identifier identifier argument_list expression_statement call attribute attribute identifier identifier identifier argument_list expression_statement assignment identifier call identifier argument_list identifier integer if_statement not_operator identifier block expression_statement call attribute attribute identifier identifier identifier argument_list attribute attribute identifier identifier identifier binary_operator identifier integer if_statement comparison_operator call attribute identifier identifier argument_list none block expression_statement assignment identifier float elif_clause comparison_operator call attribute identifier identifier argument_list integer block expression_statement assignment identifier integer else_clause block expression_statement assignment identifier call attribute identifier identifier argument_list expression_statement call attribute attribute identifier identifier identifier argument_list binary_operator identifier integer expression_statement call attribute attribute identifier identifier identifier argument_list
This method is called by a Qt timer or by network activity on a file descriptor
def merge_objects(self, mujoco_objects): self.mujoco_objects = mujoco_objects self.objects = {} self.max_horizontal_radius = 0 for obj_name, obj_mjcf in mujoco_objects.items(): self.merge_asset(obj_mjcf) obj = obj_mjcf.get_collision(name=obj_name, site=True) obj.append(new_joint(name=obj_name, type="free", damping="0.0005")) self.objects[obj_name] = obj self.worldbody.append(obj) self.max_horizontal_radius = max( self.max_horizontal_radius, obj_mjcf.get_horizontal_radius() )
module function_definition identifier parameters identifier identifier block expression_statement assignment attribute identifier identifier identifier expression_statement assignment attribute identifier identifier dictionary expression_statement assignment attribute identifier identifier integer for_statement pattern_list identifier identifier call attribute identifier identifier argument_list block expression_statement call attribute identifier identifier argument_list identifier expression_statement assignment identifier call attribute identifier identifier argument_list keyword_argument identifier identifier keyword_argument identifier true expression_statement call attribute identifier identifier argument_list call identifier argument_list keyword_argument identifier identifier keyword_argument identifier string string_start string_content string_end keyword_argument identifier string string_start string_content string_end expression_statement assignment subscript attribute identifier identifier identifier identifier expression_statement call attribute attribute identifier identifier identifier argument_list identifier expression_statement assignment attribute identifier identifier call identifier argument_list attribute identifier identifier call attribute identifier identifier argument_list
Adds physical objects to the MJCF model.
def __get_region(conn, vm_): location = __get_location(conn, vm_) region = '-'.join(location.name.split('-')[:2]) return conn.ex_get_region(region)
module function_definition identifier parameters identifier identifier block expression_statement assignment identifier call identifier argument_list identifier identifier expression_statement assignment identifier call attribute string string_start string_content string_end identifier argument_list subscript call attribute attribute identifier identifier identifier argument_list string string_start string_content string_end slice integer return_statement call attribute identifier identifier argument_list identifier
Return a GCE libcloud region object with matching name.
def load_contents(self): with open(METADATA_FILE) as f: lines = f.readlines() lines = map(lambda x: x.strip(), lines) exclude_strings = ['<begin_table>', '<end_table>'] list_of_databases_and_columns = filter( lambda x: not x[0] in exclude_strings, [ list(value) for key, value in itertools.groupby( lines, lambda x: x in exclude_strings ) ] ) for iterator in list_of_databases_and_columns: self.create_table_raw( tablename=iterator[0], columns=iterator[1:][:], ) for i in self.tables: i.load_contents()
module function_definition identifier parameters identifier block with_statement with_clause with_item as_pattern call identifier argument_list identifier as_pattern_target identifier block expression_statement assignment identifier call attribute identifier identifier argument_list expression_statement assignment identifier call identifier argument_list lambda lambda_parameters identifier call attribute identifier identifier argument_list identifier expression_statement assignment identifier list string string_start string_content string_end string string_start string_content string_end expression_statement assignment identifier call identifier argument_list lambda lambda_parameters identifier not_operator comparison_operator subscript identifier integer identifier list_comprehension call identifier argument_list identifier for_in_clause pattern_list identifier identifier call attribute identifier identifier argument_list identifier lambda lambda_parameters identifier comparison_operator identifier identifier for_statement identifier identifier block expression_statement call attribute identifier identifier argument_list keyword_argument identifier subscript identifier integer keyword_argument identifier subscript subscript identifier slice integer slice for_statement identifier attribute identifier identifier block expression_statement call attribute identifier identifier argument_list
Loads contents of the tables into database.
def _filter_bad_reads(in_bam, ref_file, data): bam.index(in_bam, data["config"]) out_file = "%s-gatkfilter.bam" % os.path.splitext(in_bam)[0] if not utils.file_exists(out_file): with tx_tmpdir(data) as tmp_dir: with file_transaction(data, out_file) as tx_out_file: params = [("FixMisencodedBaseQualityReads" if dd.get_quality_format(data, "").lower() == "illumina" else "PrintReads"), "-R", ref_file, "-I", in_bam, "-O", tx_out_file, "-RF", "MatchingBasesAndQualsReadFilter", "-RF", "SeqIsStoredReadFilter", "-RF", "CigarContainsNoNOperator"] jvm_opts = broad.get_gatk_opts(data["config"], tmp_dir) do.run(broad.gatk_cmd("gatk", jvm_opts, params), "Filter problem reads") bam.index(out_file, data["config"]) return out_file
module function_definition identifier parameters identifier identifier identifier block expression_statement call attribute identifier identifier argument_list identifier subscript identifier string string_start string_content string_end expression_statement assignment identifier binary_operator string string_start string_content string_end subscript call attribute attribute identifier identifier identifier argument_list identifier integer if_statement not_operator call attribute identifier identifier argument_list identifier block with_statement with_clause with_item as_pattern call identifier argument_list identifier as_pattern_target identifier block with_statement with_clause with_item as_pattern call identifier argument_list identifier identifier as_pattern_target identifier block expression_statement assignment identifier list parenthesized_expression conditional_expression string string_start string_content string_end comparison_operator call attribute call attribute identifier identifier argument_list identifier string string_start string_end identifier argument_list string string_start string_content string_end string string_start string_content string_end string string_start string_content string_end identifier string string_start string_content string_end identifier string string_start string_content string_end identifier string string_start string_content string_end string string_start string_content string_end string string_start string_content string_end string string_start string_content string_end string string_start string_content string_end string string_start string_content string_end expression_statement assignment identifier call attribute identifier identifier argument_list subscript identifier string string_start string_content string_end identifier expression_statement call attribute identifier identifier argument_list call attribute identifier identifier argument_list string string_start string_content string_end identifier identifier string string_start string_content string_end expression_statement call attribute identifier identifier argument_list identifier subscript identifier string string_start string_content string_end return_statement identifier
Use GATK filter to remove problem reads which choke GATK and Picard.
def segment(self, webvtt, output='', seconds=SECONDS, mpegts=MPEGTS): if isinstance(webvtt, str): captions = WebVTT().read(webvtt).captions elif not self._validate_webvtt(webvtt): raise InvalidCaptionsError('The captions provided are invalid') else: captions = webvtt.captions self._total_segments = 0 if not captions else int(ceil(captions[-1].end_in_seconds / seconds)) self._output_folder = output self._seconds = seconds self._mpegts = mpegts output_folder = os.path.join(os.getcwd(), output) if not os.path.exists(output_folder): os.makedirs(output_folder) self._slice_segments(captions) self._write_segments() self._write_manifest()
module function_definition identifier parameters identifier identifier default_parameter identifier string string_start string_end default_parameter identifier identifier default_parameter identifier identifier block if_statement call identifier argument_list identifier identifier block expression_statement assignment identifier attribute call attribute call identifier argument_list identifier argument_list identifier identifier elif_clause not_operator call attribute identifier identifier argument_list identifier block raise_statement call identifier argument_list string string_start string_content string_end else_clause block expression_statement assignment identifier attribute identifier identifier expression_statement assignment attribute identifier identifier conditional_expression integer not_operator identifier call identifier argument_list call identifier argument_list binary_operator attribute subscript identifier unary_operator integer identifier identifier expression_statement assignment attribute identifier identifier identifier expression_statement assignment attribute identifier identifier identifier expression_statement assignment attribute identifier identifier identifier expression_statement assignment identifier call attribute attribute identifier identifier identifier argument_list call attribute identifier identifier argument_list identifier if_statement not_operator call attribute attribute identifier identifier identifier argument_list identifier block expression_statement call attribute identifier identifier argument_list identifier expression_statement call attribute identifier identifier argument_list identifier expression_statement call attribute identifier identifier argument_list expression_statement call attribute identifier identifier argument_list
Segments the captions based on a number of seconds.
def matches(self, filter_props): if filter_props is None: return False found_one = False for key, value in filter_props.items(): if key in self.properties and value != self.properties[key]: return False elif key in self.properties and value == self.properties[key]: found_one = True return found_one
module function_definition identifier parameters identifier identifier block if_statement comparison_operator identifier none block return_statement false expression_statement assignment identifier false for_statement pattern_list identifier identifier call attribute identifier identifier argument_list block if_statement boolean_operator comparison_operator identifier attribute identifier identifier comparison_operator identifier subscript attribute identifier identifier identifier block return_statement false elif_clause boolean_operator comparison_operator identifier attribute identifier identifier comparison_operator identifier subscript attribute identifier identifier identifier block expression_statement assignment identifier true return_statement identifier
Check if the filter matches the supplied properties.
def list_images(self, repository_name, registry_id=None): repository = None found = False if repository_name in self.repositories: repository = self.repositories[repository_name] if registry_id: if repository.registry_id == registry_id: found = True else: found = True if not found: raise RepositoryNotFoundException(repository_name, registry_id or DEFAULT_REGISTRY_ID) images = [] for image in repository.images: images.append(image) return images
module function_definition identifier parameters identifier identifier default_parameter identifier none block expression_statement assignment identifier none expression_statement assignment identifier false if_statement comparison_operator identifier attribute identifier identifier block expression_statement assignment identifier subscript attribute identifier identifier identifier if_statement identifier block if_statement comparison_operator attribute identifier identifier identifier block expression_statement assignment identifier true else_clause block expression_statement assignment identifier true if_statement not_operator identifier block raise_statement call identifier argument_list identifier boolean_operator identifier identifier expression_statement assignment identifier list for_statement identifier attribute identifier identifier block expression_statement call attribute identifier identifier argument_list identifier return_statement identifier
maxResults and filtering not implemented
def weighted_hamming(b1, b2): assert(len(b1) == len(b2)) hamming = 0 for i in range(len(b1)): if b1[i] != b2[i]: if i > 0: hamming += 1 + 1.0/i return hamming
module function_definition identifier parameters identifier identifier block assert_statement parenthesized_expression comparison_operator call identifier argument_list identifier call identifier argument_list identifier expression_statement assignment identifier integer for_statement identifier call identifier argument_list call identifier argument_list identifier block if_statement comparison_operator subscript identifier identifier subscript identifier identifier block if_statement comparison_operator identifier integer block expression_statement augmented_assignment identifier binary_operator integer binary_operator float identifier return_statement identifier
Hamming distance that emphasizes differences earlier in strings.
def init(self): url = 'https://finance.yahoo.com/quote/%s/history' % (self.ticker) r = requests.get(url) txt = r.content cookie = r.cookies['B'] pattern = re.compile('.*"CrumbStore":\{"crumb":"(?P<crumb>[^"]+)"\}') for line in txt.splitlines(): m = pattern.match(line.decode("utf-8")) if m is not None: crumb = m.groupdict()['crumb'] crumb = crumb.replace(u'\\u002F', '/') return cookie, crumb
module function_definition identifier parameters identifier block expression_statement assignment identifier binary_operator string string_start string_content string_end parenthesized_expression attribute identifier identifier expression_statement assignment identifier call attribute identifier identifier argument_list identifier expression_statement assignment identifier attribute identifier identifier expression_statement assignment identifier subscript attribute identifier identifier string string_start string_content string_end expression_statement assignment identifier call attribute identifier identifier argument_list string string_start string_content string_end for_statement identifier call attribute identifier identifier argument_list block expression_statement assignment identifier call attribute identifier identifier argument_list call attribute identifier identifier argument_list string string_start string_content string_end if_statement comparison_operator identifier none block expression_statement assignment identifier subscript call attribute identifier identifier argument_list string string_start string_content string_end expression_statement assignment identifier call attribute identifier identifier argument_list string string_start string_content escape_sequence string_end string string_start string_content string_end return_statement expression_list identifier identifier
Returns a tuple pair of cookie and crumb used in the request
def item_link(self, item): return reverse_lazy( 'forum_conversation:topic', kwargs={ 'forum_slug': item.forum.slug, 'forum_pk': item.forum.pk, 'slug': item.slug, 'pk': item.id, }, )
module function_definition identifier parameters identifier identifier block return_statement call identifier argument_list string string_start string_content string_end keyword_argument identifier dictionary pair string string_start string_content string_end attribute attribute identifier identifier identifier pair string string_start string_content string_end attribute attribute identifier identifier identifier pair string string_start string_content string_end attribute identifier identifier pair string string_start string_content string_end attribute identifier identifier
Generates a link for a specific item of the feed.
def _check_independent_residues(topology): for res in topology.residues(): atoms_in_residue = set([atom for atom in res.atoms()]) bond_partners_in_residue = [item for sublist in [atom.bond_partners for atom in res.atoms()] for item in sublist] if not bond_partners_in_residue: continue if set(atoms_in_residue) != set(bond_partners_in_residue): return False return True
module function_definition identifier parameters identifier block for_statement identifier call attribute identifier identifier argument_list block expression_statement assignment identifier call identifier argument_list list_comprehension identifier for_in_clause identifier call attribute identifier identifier argument_list expression_statement assignment identifier list_comprehension identifier for_in_clause identifier list_comprehension attribute identifier identifier for_in_clause identifier call attribute identifier identifier argument_list for_in_clause identifier identifier if_statement not_operator identifier block continue_statement if_statement comparison_operator call identifier argument_list identifier call identifier argument_list identifier block return_statement false return_statement true
Check to see if residues will constitute independent graphs.
def apply( self ): font = self.value('font') try: font.setPointSize(self.value('fontSize')) except TypeError: pass palette = self.value('colorSet').palette() if ( unwrapVariant(QApplication.instance().property('useScheme')) ): QApplication.instance().setFont(font) QApplication.instance().setPalette(palette) for widget in QApplication.topLevelWidgets(): for area in widget.findChildren(QMdiArea): area.setPalette(palette) else: logger.debug('The application doesnt have the useScheme property.')
module function_definition identifier parameters identifier block expression_statement assignment identifier call attribute identifier identifier argument_list string string_start string_content string_end try_statement block expression_statement call attribute identifier identifier argument_list call attribute identifier identifier argument_list string string_start string_content string_end except_clause identifier block pass_statement expression_statement assignment identifier call attribute call attribute identifier identifier argument_list string string_start string_content string_end identifier argument_list if_statement parenthesized_expression call identifier argument_list call attribute call attribute identifier identifier argument_list identifier argument_list string string_start string_content string_end block expression_statement call attribute call attribute identifier identifier argument_list identifier argument_list identifier expression_statement call attribute call attribute identifier identifier argument_list identifier argument_list identifier for_statement identifier call attribute identifier identifier argument_list block for_statement identifier call attribute identifier identifier argument_list identifier block expression_statement call attribute identifier identifier argument_list identifier else_clause block expression_statement call attribute identifier identifier argument_list string string_start string_content string_end
Applies the scheme to the current application.
def format(self, password: str = '') -> str: return MARKER_START + \ self.name + \ self.action + \ self.args + \ password + \ MARKER_END
module function_definition identifier parameters identifier typed_default_parameter identifier type identifier string string_start string_end type identifier block return_statement binary_operator binary_operator binary_operator binary_operator binary_operator identifier line_continuation attribute identifier identifier line_continuation attribute identifier identifier line_continuation attribute identifier identifier line_continuation identifier line_continuation identifier
Format command along with any arguments, ready to be sent.
def _get_current_tags(name, runas=None): try: return list(__salt__['rabbitmq.list_users'](runas=runas)[name]) except CommandExecutionError as err: log.error('Error: %s', err) return []
module function_definition identifier parameters identifier default_parameter identifier none block try_statement block return_statement call identifier argument_list subscript call subscript identifier string string_start string_content string_end argument_list keyword_argument identifier identifier identifier except_clause as_pattern identifier as_pattern_target identifier block expression_statement call attribute identifier identifier argument_list string string_start string_content string_end identifier return_statement list
Whether Rabbitmq user's tags need to be changed
def _start_vibration_win(self, left_motor, right_motor): xinput_set_state = self.manager.xinput.XInputSetState xinput_set_state.argtypes = [ ctypes.c_uint, ctypes.POINTER(XinputVibration)] xinput_set_state.restype = ctypes.c_uint vibration = XinputVibration( int(left_motor * 65535), int(right_motor * 65535)) xinput_set_state(self.__device_number, ctypes.byref(vibration))
module function_definition identifier parameters identifier identifier identifier block expression_statement assignment identifier attribute attribute attribute identifier identifier identifier identifier expression_statement assignment attribute identifier identifier list attribute identifier identifier call attribute identifier identifier argument_list identifier expression_statement assignment attribute identifier identifier attribute identifier identifier expression_statement assignment identifier call identifier argument_list call identifier argument_list binary_operator identifier integer call identifier argument_list binary_operator identifier integer expression_statement call identifier argument_list attribute identifier identifier call attribute identifier identifier argument_list identifier
Start the vibration, which will run until stopped.
def fval(self, instance): try: val = instance.__dict__[self.instance_field_name] except KeyError as e: val = None return val
module function_definition identifier parameters identifier identifier block try_statement block expression_statement assignment identifier subscript attribute identifier identifier attribute identifier identifier except_clause as_pattern identifier as_pattern_target identifier block expression_statement assignment identifier none return_statement identifier
return the raw value that this property is holding internally for instance
def next_code_is_indented(lines): for line in lines: if _BLANK_LINE.match(line) or _PY_COMMENT.match(line): continue return _PY_INDENTED.match(line) return False
module function_definition identifier parameters identifier block for_statement identifier identifier block if_statement boolean_operator call attribute identifier identifier argument_list identifier call attribute identifier identifier argument_list identifier block continue_statement return_statement call attribute identifier identifier argument_list identifier return_statement false
Is the next unescaped line indented?
def _domain_differs(self, href): target = utils.get_domain(href) if not target: return False origin = utils.get_domain(self.url) return target != origin
module function_definition identifier parameters identifier identifier block expression_statement assignment identifier call attribute identifier identifier argument_list identifier if_statement not_operator identifier block return_statement false expression_statement assignment identifier call attribute identifier identifier argument_list attribute identifier identifier return_statement comparison_operator identifier identifier
Check that a link is not on the same domain as the source URL
def generate(env): try: bld = env['BUILDERS']['Zip'] except KeyError: bld = ZipBuilder env['BUILDERS']['Zip'] = bld env['ZIP'] = 'zip' env['ZIPFLAGS'] = SCons.Util.CLVar('') env['ZIPCOM'] = zipAction env['ZIPCOMPRESSION'] = zipcompression env['ZIPSUFFIX'] = '.zip' env['ZIPROOT'] = SCons.Util.CLVar('')
module function_definition identifier parameters identifier block try_statement block expression_statement assignment identifier subscript subscript identifier string string_start string_content string_end string string_start string_content string_end except_clause identifier block expression_statement assignment identifier identifier expression_statement assignment subscript subscript identifier string string_start string_content string_end string string_start string_content string_end identifier expression_statement assignment subscript identifier string string_start string_content string_end string string_start string_content string_end expression_statement assignment subscript identifier string string_start string_content string_end call attribute attribute identifier identifier identifier argument_list string string_start string_end expression_statement assignment subscript identifier string string_start string_content string_end identifier expression_statement assignment subscript identifier string string_start string_content string_end identifier expression_statement assignment subscript identifier string string_start string_content string_end string string_start string_content string_end expression_statement assignment subscript identifier string string_start string_content string_end call attribute attribute identifier identifier identifier argument_list string string_start string_end
Add Builders and construction variables for zip to an Environment.
def corr_coeff(x1, x2, t, tau1, tau2): dt = t[1] - t[0] tau = np.arange(tau1, tau2+dt, dt) rho = np.zeros(len(tau)) for n in range(len(tau)): i = np.abs(int(tau[n]/dt)) if tau[n] >= 0: seg2 = x2[0:-1-i] seg1 = x1[i:-1] elif tau[n] < 0: seg1 = x1[0:-i-1] seg2 = x2[i:-1] seg1 = seg1 - seg1.mean() seg2 = seg2 - seg2.mean() rho[n] = np.mean(seg1*seg2)/seg1.std()/seg2.std() return tau, rho
module function_definition identifier parameters identifier identifier identifier identifier identifier block expression_statement assignment identifier binary_operator subscript identifier integer subscript identifier integer expression_statement assignment identifier call attribute identifier identifier argument_list identifier binary_operator identifier identifier identifier expression_statement assignment identifier call attribute identifier identifier argument_list call identifier argument_list identifier for_statement identifier call identifier argument_list call identifier argument_list identifier block expression_statement assignment identifier call attribute identifier identifier argument_list call identifier argument_list binary_operator subscript identifier identifier identifier if_statement comparison_operator subscript identifier identifier integer block expression_statement assignment identifier subscript identifier slice integer binary_operator unary_operator integer identifier expression_statement assignment identifier subscript identifier slice identifier unary_operator integer elif_clause comparison_operator subscript identifier identifier integer block expression_statement assignment identifier subscript identifier slice integer binary_operator unary_operator identifier integer expression_statement assignment identifier subscript identifier slice identifier unary_operator integer expression_statement assignment identifier binary_operator identifier call attribute identifier identifier argument_list expression_statement assignment identifier binary_operator identifier call attribute identifier identifier argument_list expression_statement assignment subscript identifier identifier binary_operator binary_operator call attribute identifier identifier argument_list binary_operator identifier identifier call attribute identifier identifier argument_list call attribute identifier identifier argument_list return_statement expression_list identifier identifier
Compute lagged correlation coefficient for two time series.
def delayed_close(self): self.state = CLOSING self.server.io_loop.add_callback(self.close)
module function_definition identifier parameters identifier block expression_statement assignment attribute identifier identifier identifier expression_statement call attribute attribute attribute identifier identifier identifier identifier argument_list attribute identifier identifier
Delayed close - won't close immediately, but on next ioloop tick.
def add_url(self, post_data): img_desc = post_data['desc'] img_path = post_data['file1'] cur_uid = tools.get_uudd(4) while MEntity.get_by_uid(cur_uid): cur_uid = tools.get_uudd(4) MEntity.create_entity(cur_uid, img_path, img_desc, kind=post_data['kind'] if 'kind' in post_data else '3') kwd = { 'kind': post_data['kind'] if 'kind' in post_data else '3', } self.render('misc/entity/entity_view.html', filename=img_path, cfg=config.CMS_CFG, kwd=kwd, userinfo=self.userinfo)
module function_definition identifier parameters identifier identifier block expression_statement assignment identifier subscript identifier string string_start string_content string_end expression_statement assignment identifier subscript identifier string string_start string_content string_end expression_statement assignment identifier call attribute identifier identifier argument_list integer while_statement call attribute identifier identifier argument_list identifier block expression_statement assignment identifier call attribute identifier identifier argument_list integer expression_statement call attribute identifier identifier argument_list identifier identifier identifier keyword_argument identifier conditional_expression subscript identifier string string_start string_content string_end comparison_operator string string_start string_content string_end identifier string string_start string_content string_end expression_statement assignment identifier dictionary pair string string_start string_content string_end conditional_expression subscript identifier string string_start string_content string_end comparison_operator string string_start string_content string_end identifier string string_start string_content string_end expression_statement call attribute identifier identifier argument_list string string_start string_content string_end keyword_argument identifier identifier keyword_argument identifier attribute identifier identifier keyword_argument identifier identifier keyword_argument identifier attribute identifier identifier
Adding the URL as entity.
def cfarray_to_list(cfarray): count = cf.CFArrayGetCount(cfarray) return [cftype_to_value(c_void_p(cf.CFArrayGetValueAtIndex(cfarray, i))) for i in range(count)]
module function_definition identifier parameters identifier block expression_statement assignment identifier call attribute identifier identifier argument_list identifier return_statement list_comprehension call identifier argument_list call identifier argument_list call attribute identifier identifier argument_list identifier identifier for_in_clause identifier call identifier argument_list identifier
Convert CFArray to python list.
def deployAll(self): targets = [Target.getTarget(iid) for iid, n, p in self.db.listTargets()] for target in targets: target.deploy() verbose('Deploy all complete')
module function_definition identifier parameters identifier block expression_statement assignment identifier list_comprehension call attribute identifier identifier argument_list identifier for_in_clause pattern_list identifier identifier identifier call attribute attribute identifier identifier identifier argument_list for_statement identifier identifier block expression_statement call attribute identifier identifier argument_list expression_statement call identifier argument_list string string_start string_content string_end
Deploys all the items from the vault. Useful after a format
def _load_words(self): with open(self._words_file, 'r') as f: self._censor_list = [line.strip() for line in f.readlines()]
module function_definition identifier parameters identifier block with_statement with_clause with_item as_pattern call identifier argument_list attribute identifier identifier string string_start string_content string_end as_pattern_target identifier block expression_statement assignment attribute identifier identifier list_comprehension call attribute identifier identifier argument_list for_in_clause identifier call attribute identifier identifier argument_list
Loads the list of profane words from file.
def update_field(uid, post_id=None, tag_id=None, par_id=None): if post_id: entry = TabPost2Tag.update( post_id=post_id ).where(TabPost2Tag.uid == uid) entry.execute() if tag_id: entry2 = TabPost2Tag.update( par_id=tag_id[:2] + '00', tag_id=tag_id, ).where(TabPost2Tag.uid == uid) entry2.execute() if par_id: entry2 = TabPost2Tag.update( par_id=par_id ).where(TabPost2Tag.uid == uid) entry2.execute()
module function_definition identifier parameters identifier default_parameter identifier none default_parameter identifier none default_parameter identifier none block if_statement identifier block expression_statement assignment identifier call attribute call attribute identifier identifier argument_list keyword_argument identifier identifier identifier argument_list comparison_operator attribute identifier identifier identifier expression_statement call attribute identifier identifier argument_list if_statement identifier block expression_statement assignment identifier call attribute call attribute identifier identifier argument_list keyword_argument identifier binary_operator subscript identifier slice integer string string_start string_content string_end keyword_argument identifier identifier identifier argument_list comparison_operator attribute identifier identifier identifier expression_statement call attribute identifier identifier argument_list if_statement identifier block expression_statement assignment identifier call attribute call attribute identifier identifier argument_list keyword_argument identifier identifier identifier argument_list comparison_operator attribute identifier identifier identifier expression_statement call attribute identifier identifier argument_list
Update the field of post2tag.
def _get_sensor_names(self): if not self.attrs.get('sensor'): return set([sensor for reader_instance in self.readers.values() for sensor in reader_instance.sensor_names]) elif not isinstance(self.attrs['sensor'], (set, tuple, list)): return set([self.attrs['sensor']]) else: return set(self.attrs['sensor'])
module function_definition identifier parameters identifier block if_statement not_operator call attribute attribute identifier identifier identifier argument_list string string_start string_content string_end block return_statement call identifier argument_list list_comprehension identifier for_in_clause identifier call attribute attribute identifier identifier identifier argument_list for_in_clause identifier attribute identifier identifier elif_clause not_operator call identifier argument_list subscript attribute identifier identifier string string_start string_content string_end tuple identifier identifier identifier block return_statement call identifier argument_list list subscript attribute identifier identifier string string_start string_content string_end else_clause block return_statement call identifier argument_list subscript attribute identifier identifier string string_start string_content string_end
Join the sensors from all loaded readers.
def _retrieve_revisions(self): response = self._swimlane.request( 'get', 'history', params={ 'type': 'Records', 'id': self._record.id } ) raw_revisions = response.json() return [Revision(self._record, raw) for raw in raw_revisions]
module function_definition identifier parameters identifier block expression_statement assignment identifier call attribute attribute identifier identifier identifier argument_list string string_start string_content string_end string string_start string_content string_end keyword_argument identifier dictionary pair string string_start string_content string_end string string_start string_content string_end pair string string_start string_content string_end attribute attribute identifier identifier identifier expression_statement assignment identifier call attribute identifier identifier argument_list return_statement list_comprehension call identifier argument_list attribute identifier identifier identifier for_in_clause identifier identifier
Retrieve and populate Revision instances from history API endpoint
def print_status(raw_status, strip_units=False): lines = split(raw_status) if strip_units: lines = strip_units_from_lines(lines) for line in lines: print(line)
module function_definition identifier parameters identifier default_parameter identifier false block expression_statement assignment identifier call identifier argument_list identifier if_statement identifier block expression_statement assignment identifier call identifier argument_list identifier for_statement identifier identifier block expression_statement call identifier argument_list identifier
Print the status to stdout in the same format as the original apcaccess.
def get(self, request, slug): matching_datasets = self.generate_matching_datasets(slug) if matching_datasets is None: raise Http404("Datasets meeting these criteria do not exist.") base_context = { 'datasets': matching_datasets, 'num_datasets': matching_datasets.count(), 'page_title': self.generate_page_title(slug), } additional_context = self.generate_additional_context( matching_datasets ) base_context.update(additional_context) context = base_context return render( request, self.template_path, context )
module function_definition identifier parameters identifier identifier identifier block expression_statement assignment identifier call attribute identifier identifier argument_list identifier if_statement comparison_operator identifier none block raise_statement call identifier argument_list string string_start string_content string_end expression_statement assignment identifier dictionary pair string string_start string_content string_end identifier pair string string_start string_content string_end call attribute identifier identifier argument_list pair string string_start string_content string_end call attribute identifier identifier argument_list identifier expression_statement assignment identifier call attribute identifier identifier argument_list identifier expression_statement call attribute identifier identifier argument_list identifier expression_statement assignment identifier identifier return_statement call identifier argument_list identifier attribute identifier identifier identifier
Basic functionality for GET request to view.
def _prepare_sample(data, run_folder): want = set(["description", "files", "genome_build", "name", "analysis", "upload", "algorithm"]) out = {} for k, v in data.items(): if k in want: out[k] = _relative_paths(v, run_folder) if "algorithm" not in out: analysis, algorithm = _select_default_algorithm(out.get("analysis")) out["algorithm"] = algorithm out["analysis"] = analysis description = "%s-%s" % (out["name"], clean_name(out["description"])) out["name"] = [out["name"], description] out["description"] = description return out
module function_definition identifier parameters identifier identifier block expression_statement assignment identifier call identifier argument_list list string string_start string_content string_end string string_start string_content string_end string string_start string_content string_end string string_start string_content string_end string string_start string_content string_end string string_start string_content string_end string string_start string_content string_end expression_statement assignment identifier dictionary for_statement pattern_list identifier identifier call attribute identifier identifier argument_list block if_statement comparison_operator identifier identifier block expression_statement assignment subscript identifier identifier call identifier argument_list identifier identifier if_statement comparison_operator string string_start string_content string_end identifier block expression_statement assignment pattern_list identifier identifier call identifier argument_list call attribute identifier identifier argument_list string string_start string_content string_end expression_statement assignment subscript identifier string string_start string_content string_end identifier expression_statement assignment subscript identifier string string_start string_content string_end identifier expression_statement assignment identifier binary_operator string string_start string_content string_end tuple subscript identifier string string_start string_content string_end call identifier argument_list subscript identifier string string_start string_content string_end expression_statement assignment subscript identifier string string_start string_content string_end list subscript identifier string string_start string_content string_end identifier expression_statement assignment subscript identifier string string_start string_content string_end identifier return_statement identifier
Extract passed keywords from input LIMS information.
def send(self): if self.prepare(): print('sending message') lg.record_process('comms.py', 'Sending message ' + self.title) return True else: return False
module function_definition identifier parameters identifier block if_statement call attribute identifier identifier argument_list block expression_statement call identifier argument_list string string_start string_content string_end expression_statement call attribute identifier identifier argument_list string string_start string_content string_end binary_operator string string_start string_content string_end attribute identifier identifier return_statement true else_clause block return_statement false
this handles the message transmission
def read(self, filename): try: with open(filename, 'r') as _file: self._filename = filename self.readstream(_file) return True except IOError: self._filename = None return False
module function_definition identifier parameters identifier identifier block try_statement block with_statement with_clause with_item as_pattern call identifier argument_list identifier string string_start string_content string_end as_pattern_target identifier block expression_statement assignment attribute identifier identifier identifier expression_statement call attribute identifier identifier argument_list identifier return_statement true except_clause identifier block expression_statement assignment attribute identifier identifier none return_statement false
Reads the file specified and tokenizes the data for parsing.
def native(s, encoding='utf-8', fallback='iso-8859-1'): if isinstance(s, str): return s if str is unicode: return unicodestr(s, encoding, fallback) return bytestring(s, encoding, fallback)
module function_definition identifier parameters identifier default_parameter identifier string string_start string_content string_end default_parameter identifier string string_start string_content string_end block if_statement call identifier argument_list identifier identifier block return_statement identifier if_statement comparison_operator identifier identifier block return_statement call identifier argument_list identifier identifier identifier return_statement call identifier argument_list identifier identifier identifier
Convert a given string into a native string.
def load_items(): filename = os.path.join(os.path.dirname(__file__), "data", "items.json") with open(filename) as f: items = json.loads(f.read())["result"]["items"] for item in items: ITEMS_CACHE[item["id"]] = item
module function_definition identifier parameters block expression_statement assignment identifier call attribute attribute identifier identifier identifier argument_list call attribute attribute identifier identifier identifier argument_list identifier string string_start string_content string_end string string_start string_content string_end with_statement with_clause with_item as_pattern call identifier argument_list identifier as_pattern_target identifier block expression_statement assignment identifier subscript subscript call attribute identifier identifier argument_list call attribute identifier identifier argument_list string string_start string_content string_end string string_start string_content string_end for_statement identifier identifier block expression_statement assignment subscript identifier subscript identifier string string_start string_content string_end identifier
Load item details fom JSON file into memory
def generate(self, url, browsers=None, orientation=None, mac_res=None, win_res=None, quality=None, local=None, wait_time=None, callback_url=None): if isinstance(browsers, dict): browsers = [browsers] if browsers is None: browsers = [self.default_browser] data = dict((key, value) for key, value in locals().items() if value is not None and key != 'self') return self.execute('POST', '/screenshots', json=data)
module function_definition identifier parameters identifier identifier default_parameter identifier none default_parameter identifier none default_parameter identifier none default_parameter identifier none default_parameter identifier none default_parameter identifier none default_parameter identifier none default_parameter identifier none block if_statement call identifier argument_list identifier identifier block expression_statement assignment identifier list identifier if_statement comparison_operator identifier none block expression_statement assignment identifier list attribute identifier identifier expression_statement assignment identifier call identifier generator_expression tuple identifier identifier for_in_clause pattern_list identifier identifier call attribute call identifier argument_list identifier argument_list if_clause boolean_operator comparison_operator identifier none comparison_operator identifier string string_start string_content string_end return_statement call attribute identifier identifier argument_list string string_start string_content string_end string string_start string_content string_end keyword_argument identifier identifier
Generates screenshots for a URL.
def _create_channel(self, channel): super()._create_channel(channel) if 'EXCEPTS' in self._isupport: self.channels[channel]['exceptlist'] = None if 'INVEX' in self._isupport: self.channels[channel]['inviteexceptlist'] = None
module function_definition identifier parameters identifier identifier block expression_statement call attribute call identifier argument_list identifier argument_list identifier if_statement comparison_operator string string_start string_content string_end attribute identifier identifier block expression_statement assignment subscript subscript attribute identifier identifier identifier string string_start string_content string_end none if_statement comparison_operator string string_start string_content string_end attribute identifier identifier block expression_statement assignment subscript subscript attribute identifier identifier identifier string string_start string_content string_end none
Create channel with optional ban and invite exception lists.
def comment_set(self): ct = ContentType.objects.get_for_model(self.__class__) qs = Comment.objects.filter( content_type=ct, object_pk=self.pk) qs = qs.exclude(is_removed=True) qs = qs.order_by('-submit_date') return qs
module function_definition identifier parameters identifier block expression_statement assignment identifier call attribute attribute identifier identifier identifier argument_list attribute identifier identifier expression_statement assignment identifier call attribute attribute identifier identifier identifier argument_list keyword_argument identifier identifier keyword_argument identifier attribute identifier identifier expression_statement assignment identifier call attribute identifier identifier argument_list keyword_argument identifier true expression_statement assignment identifier call attribute identifier identifier argument_list string string_start string_content string_end return_statement identifier
Get the comments that have been submitted for the chat
def scale_image(self): new_width = int(self.figcanvas.fwidth * self._scalestep ** self._scalefactor) new_height = int(self.figcanvas.fheight * self._scalestep ** self._scalefactor) self.figcanvas.setFixedSize(new_width, new_height)
module function_definition identifier parameters identifier block expression_statement assignment identifier call identifier argument_list binary_operator attribute attribute identifier identifier identifier binary_operator attribute identifier identifier attribute identifier identifier expression_statement assignment identifier call identifier argument_list binary_operator attribute attribute identifier identifier identifier binary_operator attribute identifier identifier attribute identifier identifier expression_statement call attribute attribute identifier identifier identifier argument_list identifier identifier
Scale the image size.
def move_id_ahead(element_id, reference_id, idstr_list): if element_id == reference_id: return idstr_list idstr_list.remove(str(element_id)) reference_index = idstr_list.index(str(reference_id)) idstr_list.insert(reference_index, str(element_id)) return idstr_list
module function_definition identifier parameters identifier identifier identifier block if_statement comparison_operator identifier identifier block return_statement identifier expression_statement call attribute identifier identifier argument_list call identifier argument_list identifier expression_statement assignment identifier call attribute identifier identifier argument_list call identifier argument_list identifier expression_statement call attribute identifier identifier argument_list identifier call identifier argument_list identifier return_statement identifier
Moves element_id ahead of reference_id in the list
def FetchDiscoveryDoc(discovery_url, retries=5): discovery_urls = _NormalizeDiscoveryUrls(discovery_url) discovery_doc = None last_exception = None for url in discovery_urls: for _ in range(retries): try: content = _GetURLContent(url) if isinstance(content, bytes): content = content.decode('utf8') discovery_doc = json.loads(content) break except (urllib_error.HTTPError, urllib_error.URLError) as e: logging.info( 'Attempting to fetch discovery doc again after "%s"', e) last_exception = e if discovery_doc is None: raise CommunicationError( 'Could not find discovery doc at any of %s: %s' % ( discovery_urls, last_exception)) return discovery_doc
module function_definition identifier parameters identifier default_parameter identifier integer block expression_statement assignment identifier call identifier argument_list identifier expression_statement assignment identifier none expression_statement assignment identifier none for_statement identifier identifier block for_statement identifier call identifier argument_list identifier block try_statement block expression_statement assignment identifier call identifier argument_list identifier if_statement call identifier argument_list identifier identifier block expression_statement assignment identifier call attribute identifier identifier argument_list string string_start string_content string_end expression_statement assignment identifier call attribute identifier identifier argument_list identifier break_statement except_clause as_pattern tuple attribute identifier identifier attribute identifier identifier as_pattern_target identifier block expression_statement call attribute identifier identifier argument_list string string_start string_content string_end identifier expression_statement assignment identifier identifier if_statement comparison_operator identifier none block raise_statement call identifier argument_list binary_operator string string_start string_content string_end tuple identifier identifier return_statement identifier
Fetch the discovery document at the given url.
def append_checksum(self, f, checksum): align_file_position(f, 16) f.write(struct.pack(b'B', checksum))
module function_definition identifier parameters identifier identifier identifier block expression_statement call identifier argument_list identifier integer expression_statement call attribute identifier identifier argument_list call attribute identifier identifier argument_list string string_start string_content string_end identifier
Append ESPLoader checksum to the just-written image
def init_command(default_output_format, default_myproxy_username): if not default_output_format: safeprint( textwrap.fill( 'This must be one of "json" or "text". Other values will be ' "ignored. ENTER to skip." ) ) default_output_format = ( click.prompt( "Default CLI output format (cli.output_format)", default="text" ) .strip() .lower() ) if default_output_format not in ("json", "text"): default_output_format = None if not default_myproxy_username: safeprint(textwrap.fill("ENTER to skip.")) default_myproxy_username = click.prompt( "Default myproxy username (cli.default_myproxy_username)", default="", show_default=False, ).strip() safeprint( "\n\nWriting updated config to {0}".format(os.path.expanduser("~/.globus.cfg")) ) write_option(OUTPUT_FORMAT_OPTNAME, default_output_format) write_option(MYPROXY_USERNAME_OPTNAME, default_myproxy_username)
module function_definition identifier parameters identifier identifier block if_statement not_operator identifier block expression_statement call identifier argument_list call attribute identifier identifier argument_list concatenated_string string string_start string_content string_end string string_start string_content string_end expression_statement assignment identifier parenthesized_expression call attribute call attribute call attribute identifier identifier argument_list string string_start string_content string_end keyword_argument identifier string string_start string_content string_end identifier argument_list identifier argument_list if_statement comparison_operator identifier tuple string string_start string_content string_end string string_start string_content string_end block expression_statement assignment identifier none if_statement not_operator identifier block expression_statement call identifier argument_list call attribute identifier identifier argument_list string string_start string_content string_end expression_statement assignment identifier call attribute call attribute identifier identifier argument_list string string_start string_content string_end keyword_argument identifier string string_start string_end keyword_argument identifier false identifier argument_list expression_statement call identifier argument_list call attribute string string_start string_content escape_sequence escape_sequence string_end identifier argument_list call attribute attribute identifier identifier identifier argument_list string string_start string_content string_end expression_statement call identifier argument_list identifier identifier expression_statement call identifier argument_list identifier identifier
Executor for `globus config init`
def setup(self, app): super().setup(app) self.enabled = len(self.cfg.backends) self.default = self.cfg.default if not self.default and self.enabled: self.default = self.cfg.backends[0][0] self.backends_hash = {name: parse.urlparse(loc) for (name, loc) in self.cfg.backends} if self.default and self.default not in self.backends_hash: raise PluginException('Backend not found: %s' % self.default)
module function_definition identifier parameters identifier identifier block expression_statement call attribute call identifier argument_list identifier argument_list identifier expression_statement assignment attribute identifier identifier call identifier argument_list attribute attribute identifier identifier identifier expression_statement assignment attribute identifier identifier attribute attribute identifier identifier identifier if_statement boolean_operator not_operator attribute identifier identifier attribute identifier identifier block expression_statement assignment attribute identifier identifier subscript subscript attribute attribute identifier identifier identifier integer integer expression_statement assignment attribute identifier identifier dictionary_comprehension pair identifier call attribute identifier identifier argument_list identifier for_in_clause tuple_pattern identifier identifier attribute attribute identifier identifier identifier if_statement boolean_operator attribute identifier identifier comparison_operator attribute identifier identifier attribute identifier identifier block raise_statement call identifier argument_list binary_operator string string_start string_content string_end attribute identifier identifier
Parse and prepare the plugin's configuration.
def namedb_get_all_revealed_namespace_ids( self, current_block ): query = "SELECT namespace_id FROM namespaces WHERE op = ? AND reveal_block < ?;" args = (NAMESPACE_REVEAL, current_block + NAMESPACE_REVEAL_EXPIRE ) namespace_rows = namedb_query_execute( cur, query, args ) ret = [] for namespace_row in namespace_rows: ret.append( namespace_row['namespace_id'] ) return ret
module function_definition identifier parameters identifier identifier block expression_statement assignment identifier string string_start string_content string_end expression_statement assignment identifier tuple identifier binary_operator identifier identifier expression_statement assignment identifier call identifier argument_list identifier identifier identifier expression_statement assignment identifier list for_statement identifier identifier block expression_statement call attribute identifier identifier argument_list subscript identifier string string_start string_content string_end return_statement identifier
Get all non-expired revealed namespaces.
def _max_args(self, f): if f.func_defaults is None: return f.func_code.co_argcount return f.func_code.co_argcount + len(f.func_defaults)
module function_definition identifier parameters identifier identifier block if_statement comparison_operator attribute identifier identifier none block return_statement attribute attribute identifier identifier identifier return_statement binary_operator attribute attribute identifier identifier identifier call identifier argument_list attribute identifier identifier
Returns maximum number of arguments accepted by given function.
def expose(self, binder, interface, annotation=None): private_module = self class Provider(object): def get(self): return private_module.private_injector.get_instance( interface, annotation) self.original_binder.bind(interface, annotated_with=annotation, to_provider=Provider)
module function_definition identifier parameters identifier identifier identifier default_parameter identifier none block expression_statement assignment identifier identifier class_definition identifier argument_list identifier block function_definition identifier parameters identifier block return_statement call attribute attribute identifier identifier identifier argument_list identifier identifier expression_statement call attribute attribute identifier identifier identifier argument_list identifier keyword_argument identifier identifier keyword_argument identifier identifier
Expose the child injector to the parent inject for a binding.
def tracked(self): results = json.loads(self.client('track')) results['jobs'] = [Job(self, **job) for job in results['jobs']] return results
module function_definition identifier parameters identifier block expression_statement assignment identifier call attribute identifier identifier argument_list call attribute identifier identifier argument_list string string_start string_content string_end expression_statement assignment subscript identifier string string_start string_content string_end list_comprehension call identifier argument_list identifier dictionary_splat identifier for_in_clause identifier subscript identifier string string_start string_content string_end return_statement identifier
Return an array of job objects that are being tracked
def iterate(self, word): for p in reversed(self.positions(word)): if p.data: change, index, cut = p.data if word.isupper(): change = change.upper() c1, c2 = change.split('=') yield word[:p+index] + c1, c2 + word[p+index+cut:] else: yield word[:p], word[p:]
module function_definition identifier parameters identifier identifier block for_statement identifier call identifier argument_list call attribute identifier identifier argument_list identifier block if_statement attribute identifier identifier block expression_statement assignment pattern_list identifier identifier identifier attribute identifier identifier if_statement call attribute identifier identifier argument_list block expression_statement assignment identifier call attribute identifier identifier argument_list expression_statement assignment pattern_list identifier identifier call attribute identifier identifier argument_list string string_start string_content string_end expression_statement yield expression_list binary_operator subscript identifier slice binary_operator identifier identifier identifier binary_operator identifier subscript identifier slice binary_operator binary_operator identifier identifier identifier else_clause block expression_statement yield expression_list subscript identifier slice identifier subscript identifier slice identifier
Iterate over all hyphenation possibilities, the longest first.
def calcPosition(self,parent_circle): if r not in self: raise AttributeError("radius must be calculated before position.") if theta not in self: raise AttributeError("theta must be set before position can be calculated.") x_offset = math.cos(t_radians) * (parent_circle.r + self.r) y_offset = math.sin(t_radians) * (parent_circle.r + self.r) self.x = parent_circle.x + x_offset self.y = parent_circle.y + y_offset
module function_definition identifier parameters identifier identifier block if_statement comparison_operator identifier identifier block raise_statement call identifier argument_list string string_start string_content string_end if_statement comparison_operator identifier identifier block raise_statement call identifier argument_list string string_start string_content string_end expression_statement assignment identifier binary_operator call attribute identifier identifier argument_list identifier parenthesized_expression binary_operator attribute identifier identifier attribute identifier identifier expression_statement assignment identifier binary_operator call attribute identifier identifier argument_list identifier parenthesized_expression binary_operator attribute identifier identifier attribute identifier identifier expression_statement assignment attribute identifier identifier binary_operator attribute identifier identifier identifier expression_statement assignment attribute identifier identifier binary_operator attribute identifier identifier identifier
Position the circle tangent to the parent circle with the line connecting the centers of the two circles meeting the x axis at angle theta.
def add_column(connection, column): stmt = alembic.ddl.base.AddColumn(_State.table.name, column) connection.execute(stmt) _State.reflect_metadata()
module function_definition identifier parameters identifier identifier block expression_statement assignment identifier call attribute attribute attribute identifier identifier identifier identifier argument_list attribute attribute identifier identifier identifier identifier expression_statement call attribute identifier identifier argument_list identifier expression_statement call attribute identifier identifier argument_list
Add a column to the current table.
def _run_arvados(args): assert not args.no_container, "Arvados runs require containers" assert "ARVADOS_API_TOKEN" in os.environ and "ARVADOS_API_HOST" in os.environ, \ "Need to set ARVADOS_API_TOKEN and ARVADOS_API_HOST in environment to run" main_file, json_file, project_name = _get_main_and_json(args.directory) flags = ["--enable-reuse", "--api", "containers", "--submit", "--no-wait"] cmd = ["arvados-cwl-runner"] + flags + args.toolargs + [main_file, json_file] _run_tool(cmd)
module function_definition identifier parameters identifier block assert_statement not_operator attribute identifier identifier string string_start string_content string_end assert_statement boolean_operator comparison_operator string string_start string_content string_end attribute identifier identifier comparison_operator string string_start string_content string_end attribute identifier identifier string string_start string_content string_end expression_statement assignment pattern_list identifier identifier identifier call identifier argument_list attribute identifier identifier expression_statement assignment identifier list string string_start string_content string_end string string_start string_content string_end string string_start string_content string_end string string_start string_content string_end string string_start string_content string_end expression_statement assignment identifier binary_operator binary_operator binary_operator list string string_start string_content string_end identifier attribute identifier identifier list identifier identifier expression_statement call identifier argument_list identifier
Run CWL on Arvados.
def run_kernel(self, func, gpu_args, instance): logging.debug('run_kernel %s', instance.name) logging.debug('thread block dims (%d, %d, %d)', *instance.threads) logging.debug('grid dims (%d, %d, %d)', *instance.grid) try: self.dev.run_kernel(func, gpu_args, instance.threads, instance.grid) except Exception as e: if "too many resources requested for launch" in str(e) or "OUT_OF_RESOURCES" in str(e): logging.debug('ignoring runtime failure due to too many resources required') return False else: logging.debug('encountered unexpected runtime failure: ' + str(e)) raise e return True
module function_definition identifier parameters identifier identifier identifier identifier block expression_statement call attribute identifier identifier argument_list string string_start string_content string_end attribute identifier identifier expression_statement call attribute identifier identifier argument_list string string_start string_content string_end list_splat attribute identifier identifier expression_statement call attribute identifier identifier argument_list string string_start string_content string_end list_splat attribute identifier identifier try_statement block expression_statement call attribute attribute identifier identifier identifier argument_list identifier identifier attribute identifier identifier attribute identifier identifier except_clause as_pattern identifier as_pattern_target identifier block if_statement boolean_operator comparison_operator string string_start string_content string_end call identifier argument_list identifier comparison_operator string string_start string_content string_end call identifier argument_list identifier block expression_statement call attribute identifier identifier argument_list string string_start string_content string_end return_statement false else_clause block expression_statement call attribute identifier identifier argument_list binary_operator string string_start string_content string_end call identifier argument_list identifier raise_statement identifier return_statement true
Run a compiled kernel instance on a device
def _did_timeout(self): bambou_logger.debug('Bambou %s on %s has timeout (timeout=%ss)..' % (self._request.method, self._request.url, self.timeout)) self._has_timeouted = True if self.async: self._callback(self) else: return self
module function_definition identifier parameters identifier block expression_statement call attribute identifier identifier argument_list binary_operator string string_start string_content string_end tuple attribute attribute identifier identifier identifier attribute attribute identifier identifier identifier attribute identifier identifier expression_statement assignment attribute identifier identifier true if_statement attribute identifier identifier block expression_statement call attribute identifier identifier argument_list identifier else_clause block return_statement identifier
Called when a resquest has timeout