How to use load method in wpt

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test_base.py

Source:test_base.py Github

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1import os2import shutil3import tempfile4import warnings5import numpy6from pickle import loads7from pickle import dumps8from functools import partial9import pytest10import numpy as np11from sklearn.datasets import get_data_home12from sklearn.datasets import clear_data_home13from sklearn.datasets import load_files14from sklearn.datasets import load_sample_images15from sklearn.datasets import load_sample_image16from sklearn.datasets import load_digits17from sklearn.datasets import load_diabetes18from sklearn.datasets import load_linnerud19from sklearn.datasets import load_iris20from sklearn.datasets import load_breast_cancer21from sklearn.datasets import load_boston22from sklearn.datasets import load_wine23from sklearn.utils import Bunch24from sklearn.datasets.tests.test_common import check_return_X_y25from sklearn.datasets.tests.test_common import check_as_frame26from sklearn.datasets.tests.test_common import check_pandas_dependency_message27from sklearn.externals._pilutil import pillow_installed28from sklearn.utils import IS_PYPY29def _remove_dir(path):30 if os.path.isdir(path):31 shutil.rmtree(path)32@pytest.fixture(scope="module")33def data_home(tmpdir_factory):34 tmp_file = str(tmpdir_factory.mktemp("scikit_learn_data_home_test"))35 yield tmp_file36 _remove_dir(tmp_file)37@pytest.fixture(scope="module")38def load_files_root(tmpdir_factory):39 tmp_file = str(tmpdir_factory.mktemp("scikit_learn_load_files_test"))40 yield tmp_file41 _remove_dir(tmp_file)42@pytest.fixture43def test_category_dir_1(load_files_root):44 test_category_dir1 = tempfile.mkdtemp(dir=load_files_root)45 sample_file = tempfile.NamedTemporaryFile(dir=test_category_dir1,46 delete=False)47 sample_file.write(b"Hello World!\n")48 sample_file.close()49 yield str(test_category_dir1)50 _remove_dir(test_category_dir1)51@pytest.fixture52def test_category_dir_2(load_files_root):53 test_category_dir2 = tempfile.mkdtemp(dir=load_files_root)54 yield str(test_category_dir2)55 _remove_dir(test_category_dir2)56def test_data_home(data_home):57 # get_data_home will point to a pre-existing folder58 data_home = get_data_home(data_home=data_home)59 assert data_home == data_home60 assert os.path.exists(data_home)61 # clear_data_home will delete both the content and the folder it-self62 clear_data_home(data_home=data_home)63 assert not os.path.exists(data_home)64 # if the folder is missing it will be created again65 data_home = get_data_home(data_home=data_home)66 assert os.path.exists(data_home)67def test_default_empty_load_files(load_files_root):68 res = load_files(load_files_root)69 assert len(res.filenames) == 070 assert len(res.target_names) == 071 assert res.DESCR is None72def test_default_load_files(test_category_dir_1, test_category_dir_2,73 load_files_root):74 if IS_PYPY:75 pytest.xfail('[PyPy] fails due to string containing NUL characters')76 res = load_files(load_files_root)77 assert len(res.filenames) == 178 assert len(res.target_names) == 279 assert res.DESCR is None80 assert res.data == [b"Hello World!\n"]81def test_load_files_w_categories_desc_and_encoding(82 test_category_dir_1, test_category_dir_2, load_files_root):83 if IS_PYPY:84 pytest.xfail('[PyPy] fails due to string containing NUL characters')85 category = os.path.abspath(test_category_dir_1).split('/').pop()86 res = load_files(load_files_root, description="test",87 categories=category, encoding="utf-8")88 assert len(res.filenames) == 189 assert len(res.target_names) == 190 assert res.DESCR == "test"91 assert res.data == ["Hello World!\n"]92def test_load_files_wo_load_content(93 test_category_dir_1, test_category_dir_2, load_files_root):94 res = load_files(load_files_root, load_content=False)95 assert len(res.filenames) == 196 assert len(res.target_names) == 297 assert res.DESCR is None98 assert res.get('data') is None99def test_load_sample_images():100 try:101 res = load_sample_images()102 assert len(res.images) == 2103 assert len(res.filenames) == 2104 images = res.images105 # assert is china image106 assert np.all(images[0][0, 0, :] ==107 np.array([174, 201, 231], dtype=np.uint8))108 # assert is flower image109 assert np.all(images[1][0, 0, :] ==110 np.array([2, 19, 13], dtype=np.uint8))111 assert res.DESCR112 except ImportError:113 warnings.warn("Could not load sample images, PIL is not available.")114def test_load_digits():115 digits = load_digits()116 assert digits.data.shape == (1797, 64)117 assert numpy.unique(digits.target).size == 10118 # test return_X_y option119 check_return_X_y(digits, partial(load_digits))120def test_load_digits_n_class_lt_10():121 digits = load_digits(n_class=9)122 assert digits.data.shape == (1617, 64)123 assert numpy.unique(digits.target).size == 9124def test_load_sample_image():125 try:126 china = load_sample_image('china.jpg')127 assert china.dtype == 'uint8'128 assert china.shape == (427, 640, 3)129 except ImportError:130 warnings.warn("Could not load sample images, PIL is not available.")131def test_load_missing_sample_image_error():132 if pillow_installed:133 with pytest.raises(AttributeError):134 load_sample_image('blop.jpg')135 else:136 warnings.warn("Could not load sample images, PIL is not available.")137def test_load_diabetes():138 res = load_diabetes()139 assert res.data.shape == (442, 10)140 assert res.target.size, 442141 assert len(res.feature_names) == 10142 assert res.DESCR143 # test return_X_y option144 check_return_X_y(res, partial(load_diabetes))145def test_load_linnerud():146 res = load_linnerud()147 assert res.data.shape == (20, 3)148 assert res.target.shape == (20, 3)149 assert len(res.target_names) == 3150 assert res.DESCR151 assert os.path.exists(res.data_filename)152 assert os.path.exists(res.target_filename)153 # test return_X_y option154 check_return_X_y(res, partial(load_linnerud))155def test_load_iris():156 res = load_iris()157 assert res.data.shape == (150, 4)158 assert res.target.size == 150159 assert res.target_names.size == 3160 assert res.DESCR161 assert os.path.exists(res.filename)162 # test return_X_y option163 check_return_X_y(res, partial(load_iris))164def test_load_wine():165 res = load_wine()166 assert res.data.shape == (178, 13)167 assert res.target.size == 178168 assert res.target_names.size == 3169 assert res.DESCR170 # test return_X_y option171 check_return_X_y(res, partial(load_wine))172def test_load_breast_cancer():173 res = load_breast_cancer()174 assert res.data.shape == (569, 30)175 assert res.target.size == 569176 assert res.target_names.size == 2177 assert res.DESCR178 assert os.path.exists(res.filename)179 # test return_X_y option180 check_return_X_y(res, partial(load_breast_cancer))181@pytest.mark.parametrize("loader_func, data_dtype, target_dtype", [182 (load_breast_cancer, np.float64, np.int64),183 (load_diabetes, np.float64, np.float64),184 (load_digits, np.float64, np.int64),185 (load_iris, np.float64, np.int64),186 (load_linnerud, np.float64, np.float64),187 (load_wine, np.float64, np.int64),188])189def test_toy_dataset_as_frame(loader_func, data_dtype, target_dtype):190 default_result = loader_func()191 check_as_frame(default_result, partial(loader_func),192 expected_data_dtype=data_dtype,193 expected_target_dtype=target_dtype)194@pytest.mark.parametrize("loader_func", [195 load_breast_cancer,196 load_diabetes,197 load_digits,198 load_iris,199 load_linnerud,200 load_wine,201])202def test_toy_dataset_as_frame_no_pandas(loader_func):203 check_pandas_dependency_message(loader_func)204def test_load_boston():205 res = load_boston()206 assert res.data.shape == (506, 13)207 assert res.target.size == 506208 assert res.feature_names.size == 13209 assert res.DESCR210 assert os.path.exists(res.filename)211 # test return_X_y option212 check_return_X_y(res, partial(load_boston))213def test_loads_dumps_bunch():214 bunch = Bunch(x="x")215 bunch_from_pkl = loads(dumps(bunch))216 bunch_from_pkl.x = "y"217 assert bunch_from_pkl['x'] == bunch_from_pkl.x218def test_bunch_pickle_generated_with_0_16_and_read_with_0_17():219 bunch = Bunch(key='original')220 # This reproduces a problem when Bunch pickles have been created221 # with scikit-learn 0.16 and are read with 0.17. Basically there222 # is a surprising behaviour because reading bunch.key uses223 # bunch.__dict__ (which is non empty for 0.16 Bunch objects)224 # whereas assigning into bunch.key uses bunch.__setattr__. See225 # https://github.com/scikit-learn/scikit-learn/issues/6196 for226 # more details227 bunch.__dict__['key'] = 'set from __dict__'228 bunch_from_pkl = loads(dumps(bunch))229 # After loading from pickle the __dict__ should have been ignored230 assert bunch_from_pkl.key == 'original'231 assert bunch_from_pkl['key'] == 'original'232 # Making sure that changing the attr does change the value233 # associated with __getitem__ as well234 bunch_from_pkl.key = 'changed'235 assert bunch_from_pkl.key == 'changed'236 assert bunch_from_pkl['key'] == 'changed'237def test_bunch_dir():238 # check that dir (important for autocomplete) shows attributes239 data = load_iris()...

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load_balancer_load_balancing_rules_operations.py

Source:load_balancer_load_balancing_rules_operations.py Github

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1# coding=utf-82# --------------------------------------------------------------------------3# Copyright (c) Microsoft Corporation. All rights reserved.4# Licensed under the MIT License. See License.txt in the project root for5# license information.6#7# Code generated by Microsoft (R) AutoRest Code Generator.8# Changes may cause incorrect behavior and will be lost if the code is9# regenerated.10# --------------------------------------------------------------------------11import uuid12from msrest.pipeline import ClientRawResponse13from msrestazure.azure_exceptions import CloudError14from .. import models15class LoadBalancerLoadBalancingRulesOperations(object):16 """LoadBalancerLoadBalancingRulesOperations operations.17 :param client: Client for service requests.18 :param config: Configuration of service client.19 :param serializer: An object model serializer.20 :param deserializer: An objec model deserializer.21 :ivar api_version: Client API version. Constant value: "2017-08-01".22 """23 def __init__(self, client, config, serializer, deserializer):24 self._client = client25 self._serialize = serializer26 self._deserialize = deserializer27 self.api_version = "2017-08-01"28 self.config = config29 def list(30 self, resource_group_name, load_balancer_name, custom_headers=None, raw=False, **operation_config):31 """Gets all the load balancing rules in a load balancer.32 :param resource_group_name: The name of the resource group.33 :type resource_group_name: str34 :param load_balancer_name: The name of the load balancer.35 :type load_balancer_name: str36 :param dict custom_headers: headers that will be added to the request37 :param bool raw: returns the direct response alongside the38 deserialized response39 :param operation_config: :ref:`Operation configuration40 overrides<msrest:optionsforoperations>`.41 :return: An iterator like instance of :class:`LoadBalancingRule42 <azure.mgmt.network.v2017_08_01.models.LoadBalancingRule>`43 :rtype: :class:`LoadBalancingRulePaged44 <azure.mgmt.network.v2017_08_01.models.LoadBalancingRulePaged>`45 :raises: :class:`CloudError<msrestazure.azure_exceptions.CloudError>`46 """47 def internal_paging(next_link=None, raw=False):48 if not next_link:49 # Construct URL50 url = '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.Network/loadBalancers/{loadBalancerName}/loadBalancingRules'51 path_format_arguments = {52 'resourceGroupName': self._serialize.url("resource_group_name", resource_group_name, 'str'),53 'loadBalancerName': self._serialize.url("load_balancer_name", load_balancer_name, 'str'),54 'subscriptionId': self._serialize.url("self.config.subscription_id", self.config.subscription_id, 'str')55 }56 url = self._client.format_url(url, **path_format_arguments)57 # Construct parameters58 query_parameters = {}59 query_parameters['api-version'] = self._serialize.query("self.api_version", self.api_version, 'str')60 else:61 url = next_link62 query_parameters = {}63 # Construct headers64 header_parameters = {}65 header_parameters['Content-Type'] = 'application/json; charset=utf-8'66 if self.config.generate_client_request_id:67 header_parameters['x-ms-client-request-id'] = str(uuid.uuid1())68 if custom_headers:69 header_parameters.update(custom_headers)70 if self.config.accept_language is not None:71 header_parameters['accept-language'] = self._serialize.header("self.config.accept_language", self.config.accept_language, 'str')72 # Construct and send request73 request = self._client.get(url, query_parameters)74 response = self._client.send(75 request, header_parameters, **operation_config)76 if response.status_code not in [200]:77 exp = CloudError(response)78 exp.request_id = response.headers.get('x-ms-request-id')79 raise exp80 return response81 # Deserialize response82 deserialized = models.LoadBalancingRulePaged(internal_paging, self._deserialize.dependencies)83 if raw:84 header_dict = {}85 client_raw_response = models.LoadBalancingRulePaged(internal_paging, self._deserialize.dependencies, header_dict)86 return client_raw_response87 return deserialized88 def get(89 self, resource_group_name, load_balancer_name, load_balancing_rule_name, custom_headers=None, raw=False, **operation_config):90 """Gets the specified load balancer load balancing rule.91 :param resource_group_name: The name of the resource group.92 :type resource_group_name: str93 :param load_balancer_name: The name of the load balancer.94 :type load_balancer_name: str95 :param load_balancing_rule_name: The name of the load balancing rule.96 :type load_balancing_rule_name: str97 :param dict custom_headers: headers that will be added to the request98 :param bool raw: returns the direct response alongside the99 deserialized response100 :param operation_config: :ref:`Operation configuration101 overrides<msrest:optionsforoperations>`.102 :return: :class:`LoadBalancingRule103 <azure.mgmt.network.v2017_08_01.models.LoadBalancingRule>` or104 :class:`ClientRawResponse<msrest.pipeline.ClientRawResponse>` if105 raw=true106 :rtype: :class:`LoadBalancingRule107 <azure.mgmt.network.v2017_08_01.models.LoadBalancingRule>` or108 :class:`ClientRawResponse<msrest.pipeline.ClientRawResponse>`109 :raises: :class:`CloudError<msrestazure.azure_exceptions.CloudError>`110 """111 # Construct URL112 url = '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.Network/loadBalancers/{loadBalancerName}/loadBalancingRules/{loadBalancingRuleName}'113 path_format_arguments = {114 'resourceGroupName': self._serialize.url("resource_group_name", resource_group_name, 'str'),115 'loadBalancerName': self._serialize.url("load_balancer_name", load_balancer_name, 'str'),116 'loadBalancingRuleName': self._serialize.url("load_balancing_rule_name", load_balancing_rule_name, 'str'),117 'subscriptionId': self._serialize.url("self.config.subscription_id", self.config.subscription_id, 'str')118 }119 url = self._client.format_url(url, **path_format_arguments)120 # Construct parameters121 query_parameters = {}122 query_parameters['api-version'] = self._serialize.query("self.api_version", self.api_version, 'str')123 # Construct headers124 header_parameters = {}125 header_parameters['Content-Type'] = 'application/json; charset=utf-8'126 if self.config.generate_client_request_id:127 header_parameters['x-ms-client-request-id'] = str(uuid.uuid1())128 if custom_headers:129 header_parameters.update(custom_headers)130 if self.config.accept_language is not None:131 header_parameters['accept-language'] = self._serialize.header("self.config.accept_language", self.config.accept_language, 'str')132 # Construct and send request133 request = self._client.get(url, query_parameters)134 response = self._client.send(request, header_parameters, **operation_config)135 if response.status_code not in [200]:136 exp = CloudError(response)137 exp.request_id = response.headers.get('x-ms-request-id')138 raise exp139 deserialized = None140 if response.status_code == 200:141 deserialized = self._deserialize('LoadBalancingRule', response)142 if raw:143 client_raw_response = ClientRawResponse(deserialized, response)144 return client_raw_response...

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yaml_config.py

Source:yaml_config.py Github

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...76 load_sftp_server()77 load_sftp_client()78def configure_logging(path: Path):79 with path.open('rt') as f:80 config = yaml.safe_load(f.read())81 for handler in config['handlers'].values():82 filename = handler.get('filename')83 if filename:84 filename.parent.mkdir(parents=True, exist_ok=True)85 dictConfig(config)86def node_from_file(path: Union[str, Path], paths: Dict[str, Union[str, Path]] = None) -> \87 Union[ReceiverType, SenderType]:88 stream = open(path, 'r')89 parent = Path(path).parent90 return node_from_config(stream, paths=paths, parent=parent)91def node_from_config(conf: TextIO, paths: Dict[str, Union[str, Path]] = None, parent: Path = None) -> \92 Union[ReceiverType, SenderType]:93 paths = paths or get_paths()94 paths['this'] = parent95 load_path(paths)96 configs = list(yaml.safe_load_all(conf))97 node = configs[0]98 if len(configs) > 1:99 misc_config = configs[1]100 log_config_file = misc_config.pop('log_config_file')101 node_name = misc_config.pop('node_name', None) #3.8 assignment expression102 if not node_name:103 node_name = node.full_name.replace(' ', '_').replace(':', '_').lower()104 paths['node'] = node_name105 paths['name'] = node.name.replace(' ', '_').lower()106 if '_' in paths['name']:107 paths['type'] = paths['name'].split('_')[1]108 else:109 paths['type'] = paths['name']110 paths['host'] = getattr(node, 'host', '').replace(':', '').lower()111 paths['port'] = getattr(node, 'port', '')112 paths['pipe_path'] = getattr(node, 'path', '')113 paths['pid'] = str(os.getpid())114 configure_logging(log_config_file)115 settings.APP_CONFIG.update(misc_config)116 return node117def node_from_config_file(conf_path: Union[Path, str], paths: Dict[str, Union[str, Path]] = None) -> Union[ReceiverType, SenderType]:118 f = open(str(conf_path), 'r')119 parent_path = Path(conf_path).parent120 return node_from_config(f, paths=paths, parent=parent_path)121def server_from_config_file(conf_path: Union[Path, str], paths: Dict[str, Union[str, Path]] = None) -> ReceiverType:122 return node_from_config_file(conf_path, paths=paths)123def client_from_config_file(conf_path: Union[Path, str], paths: Dict[str, Union[str, Path]] = None) -> SenderType:124 return node_from_config_file(conf_path, paths=paths)125@dataclass126class SignalServerManager:127 conf_path: Union[Path, str]128 server: ReceiverType = field(init=False)129 notify_pid: int = None130 paths: Dict[str, Union[str, Path]] = None131 logger: LoggerType = field(default_factory=get_logger_receiver)132 _last_modified_time: float = field(init=False, default=None)133 def __post_init__(self):134 self._last_modified_time = self.modified_time135 self._stop_event = asyncio.Event()136 self._restart_event = asyncio.Event()137 self._restart_event.set()138 self.server = self.get_server()139 loop_on_close_signal(self.close, self.logger)140 loop_on_user1_signal(self.check_reload, self.logger)141 @property142 def modified_time(self) -> float:143 return os.stat(self.conf_path).st_mtime144 def close(self) -> None:145 self._stop_event.set()146 def check_reload(self) -> None:147 if os.path.exists(self.conf_path):148 last_modified = self.modified_time149 if last_modified > self._last_modified_time:150 send_reloading()151 self._last_modified_time = last_modified152 self.logger.info('Restarting server')153 send_status('Restarting server')154 self._restart_event.set()155 else:156 send_ready()157 else:158 self._stop_event.set()159 def server_is_started(self):160 return self.server.is_started...

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utils.py

Source:utils.py Github

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1#2# Licensed under the Apache License, Version 2.0 (the "License"); you may3# not use this file except in compliance with the License. You may obtain4# a copy of the License at5#6# http://www.apache.org/licenses/LICENSE-2.07#8# Unless required by applicable law or agreed to in writing, software9# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT10# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the11# License for the specific language governing permissions and limitations12# under the License.13import os14from wsmanclient.resources import uris15FAKE_ENDPOINT = {16 'host': '1.2.3.4',17 'port': '443',18 'path': '/wsman',19 'protocol': 'https',20 'username': 'admin',21 'password': 's3cr3t'22}23def load_wsman_xml(name):24 """Helper function to load a WSMan XML response from a file."""25 with open(os.path.join(os.path.dirname(__file__), 'wsman_mocks',26 '%s.xml' % name), 'r') as f:27 xml_body = f.read()28 return xml_body29WSManEnumerations = {30 'context': [31 load_wsman_xml('wsman-enum_context-1'),32 load_wsman_xml('wsman-enum_context-2'),33 load_wsman_xml('wsman-enum_context-3'),34 load_wsman_xml('wsman-enum_context-4'),35 ]36}37BIOSEnumerations = {38 uris.DCIM_BIOSEnumeration: {39 'ok': load_wsman_xml('bios_enumeration-enum-ok')40 },41 uris.DCIM_BIOSInteger: {42 'mutable': load_wsman_xml('bios_integer-enum-mutable'),43 'ok': load_wsman_xml('bios_integer-enum-ok')44 },45 uris.DCIM_BIOSString: {46 'colliding': load_wsman_xml('bios_string-enum-colliding'),47 'ok': load_wsman_xml('bios_string-enum-ok'),48 'regexp': load_wsman_xml('bios_string-enum-regexp')49 },50 uris.DCIM_BootConfigSetting: {51 'ok': load_wsman_xml('boot_config_setting-enum-ok')52 },53 uris.DCIM_BootSourceSetting: {54 'ok': load_wsman_xml('boot_source_setting-enum-ok'),55 'ok-11g': load_wsman_xml('boot_source_setting-enum-ok-11g')56 },57 uris.DCIM_ComputerSystem: {58 'ok': load_wsman_xml('computer_system-enum-ok')59 },60}61BIOSInvocations = {62 uris.DCIM_ComputerSystem: {63 'RequestStateChange': {64 'ok': load_wsman_xml(65 'computer_system-invoke-request_state_change-ok'),66 'error': load_wsman_xml(67 'computer_system-invoke-request_state_change-error'),68 },69 },70 uris.DCIM_BIOSService: {71 'SetAttributes': {72 'ok': load_wsman_xml(73 'bios_service-invoke-set_attributes-ok'),74 'error': load_wsman_xml(75 'bios_service-invoke-set_attributes-error'),76 }77 },78 uris.DCIM_BootConfigSetting: {79 'ChangeBootOrderByInstanceID': {80 'ok': load_wsman_xml(81 'boot_config_setting-invoke-change_boot_order_by_instance_id-'82 'ok'),83 'error': load_wsman_xml(84 'boot_config_setting-invoke-change_boot_order_by_instance_id-'85 'error'),86 }87 }88}89CPUEnumerations = {90 uris.DCIM_CPUView: {91 'ok': load_wsman_xml('cpu-enumeration-enum-ok')92 }93}94PSUEnumerations = {95 uris.DCIM_PowerSupplyView: {96 'ok': load_wsman_xml('power-supply-enumeration-enum-ok')97 }98}99JobEnumerations = {100 uris.DCIM_LifecycleJob: {101 'ok': load_wsman_xml('lifecycle_job-enum-ok'),102 'not_found': load_wsman_xml('lifecycle_job-enum-not_found'),103 },104}105JobInvocations = {106 uris.DCIM_BIOSService: {107 'CreateTargetedConfigJob': {108 'ok': load_wsman_xml(109 'bios_service-invoke-create_targeted_config_job-ok'),110 'error': load_wsman_xml(111 'bios_service-invoke-create_targeted_config_job-error'),112 },113 'DeletePendingConfiguration': {114 'ok': load_wsman_xml(115 'bios_service-invoke-delete_pending_configuration-ok'),116 'error': load_wsman_xml(117 'bios_service-invoke-delete_pending_configuration-error'),118 },119 }120}121LifecycleControllerEnumerations = {122 uris.DCIM_SystemView: {123 'ok': load_wsman_xml('system_view-enum-ok')124 },125}126MemoryEnumerations = {127 uris.DCIM_MemoryView: {128 'ok': load_wsman_xml('memory-enumeration-enum-ok')129 },130}131RAIDEnumerations = {132 uris.DCIM_ControllerView: {133 'ok': load_wsman_xml('controller_view-enum-ok')134 },135 uris.DCIM_PhysicalDiskView: {136 'ok': load_wsman_xml('physical_disk_view-enum-ok')137 },138 uris.DCIM_VirtualDiskView: {139 'ok': load_wsman_xml('virtual_disk_view-enum-ok')140 }141}142RAIDInvocations = {143 uris.DCIM_RAIDService: {144 'CreateVirtualDisk': {145 'ok': load_wsman_xml(146 'raid_service-invoke-create_virtual_disk-ok'),147 'error': load_wsman_xml(148 'raid_service-invoke-create_virtual_disk-error'),149 },150 'DeleteVirtualDisk': {151 'ok': load_wsman_xml(152 'raid_service-invoke-delete_virtual_disk-ok'),153 'error': load_wsman_xml(154 'raid_service-invoke-delete_virtual_disk-error'),155 },156 'ConvertToRAID': {157 'ok': load_wsman_xml(158 'raid_service-invoke-convert_physical_disks-ok'),159 'error': load_wsman_xml(160 'raid_service-invoke-convert_physical_disks-error'),161 }162 }...

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defaults.py

Source:defaults.py Github

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1"""2Default key bindings.::3 registry = load_key_bindings()4 app = Application(key_bindings_registry=registry)5"""6from __future__ import unicode_literals7from prompt_toolkit.key_binding.registry import ConditionalRegistry, MergedRegistry8from prompt_toolkit.key_binding.bindings.basic import load_basic_bindings, load_abort_and_exit_bindings, load_basic_system_bindings, load_auto_suggestion_bindings, load_mouse_bindings9from prompt_toolkit.key_binding.bindings.emacs import load_emacs_bindings, load_emacs_system_bindings, load_emacs_search_bindings, load_emacs_open_in_editor_bindings, load_extra_emacs_page_navigation_bindings10from prompt_toolkit.key_binding.bindings.vi import load_vi_bindings, load_vi_system_bindings, load_vi_search_bindings, load_vi_open_in_editor_bindings, load_extra_vi_page_navigation_bindings11from prompt_toolkit.filters import to_cli_filter12__all__ = (13 'load_key_bindings',14 'load_key_bindings_for_prompt',15)16def load_key_bindings(17 get_search_state=None,18 enable_abort_and_exit_bindings=False,19 enable_system_bindings=False,20 enable_search=False,21 enable_open_in_editor=False,22 enable_extra_page_navigation=False,23 enable_auto_suggest_bindings=False):24 """25 Create a Registry object that contains the default key bindings.26 :param enable_abort_and_exit_bindings: Filter to enable Ctrl-C and Ctrl-D.27 :param enable_system_bindings: Filter to enable the system bindings (meta-!28 prompt and Control-Z suspension.)29 :param enable_search: Filter to enable the search bindings.30 :param enable_open_in_editor: Filter to enable open-in-editor.31 :param enable_open_in_editor: Filter to enable open-in-editor.32 :param enable_extra_page_navigation: Filter for enabling extra page33 navigation. (Bindings for up/down scrolling through long pages, like in34 Emacs or Vi.)35 :param enable_auto_suggest_bindings: Filter to enable fish-style suggestions.36 """37 assert get_search_state is None or callable(get_search_state)38 # Accept both Filters and booleans as input.39 enable_abort_and_exit_bindings = to_cli_filter(enable_abort_and_exit_bindings)40 enable_system_bindings = to_cli_filter(enable_system_bindings)41 enable_search = to_cli_filter(enable_search)42 enable_open_in_editor = to_cli_filter(enable_open_in_editor)43 enable_extra_page_navigation = to_cli_filter(enable_extra_page_navigation)44 enable_auto_suggest_bindings = to_cli_filter(enable_auto_suggest_bindings)45 registry = MergedRegistry([46 # Load basic bindings.47 load_basic_bindings(),48 load_mouse_bindings(),49 ConditionalRegistry(load_abort_and_exit_bindings(),50 enable_abort_and_exit_bindings),51 ConditionalRegistry(load_basic_system_bindings(),52 enable_system_bindings),53 # Load emacs bindings.54 load_emacs_bindings(),55 ConditionalRegistry(load_emacs_open_in_editor_bindings(),56 enable_open_in_editor),57 ConditionalRegistry(load_emacs_search_bindings(get_search_state=get_search_state),58 enable_search),59 ConditionalRegistry(load_emacs_system_bindings(),60 enable_system_bindings),61 ConditionalRegistry(load_extra_emacs_page_navigation_bindings(),62 enable_extra_page_navigation),63 # Load Vi bindings.64 load_vi_bindings(get_search_state=get_search_state),65 ConditionalRegistry(load_vi_open_in_editor_bindings(),66 enable_open_in_editor),67 ConditionalRegistry(load_vi_search_bindings(get_search_state=get_search_state),68 enable_search),69 ConditionalRegistry(load_vi_system_bindings(),70 enable_system_bindings),71 ConditionalRegistry(load_extra_vi_page_navigation_bindings(),72 enable_extra_page_navigation),73 # Suggestion bindings.74 # (This has to come at the end, because the Vi bindings also have an75 # implementation for the "right arrow", but we really want the76 # suggestion binding when a suggestion is available.)77 ConditionalRegistry(load_auto_suggestion_bindings(),78 enable_auto_suggest_bindings),79 ])80 return registry81def load_key_bindings_for_prompt(**kw):82 """83 Create a ``Registry`` object with the defaults key bindings for an input84 prompt.85 This activates the key bindings for abort/exit (Ctrl-C/Ctrl-D),86 incremental search and auto suggestions.87 (Not for full screen applications.)88 """89 kw.setdefault('enable_abort_and_exit_bindings', True)90 kw.setdefault('enable_search', True)91 kw.setdefault('enable_auto_suggest_bindings', True)...

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__init__.py

Source:__init__.py Github

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1"""2The :mod:`sklearn.datasets` module includes utilities to load datasets,3including methods to load and fetch popular reference datasets. It also4features some artificial data generators.5"""6from .base import load_breast_cancer7from .base import load_boston8from .base import load_diabetes9from .base import load_digits10from .base import load_files11from .base import load_iris12from .base import load_linnerud13from .base import load_sample_images14from .base import load_sample_image15from .base import load_wine16from .base import get_data_home17from .base import clear_data_home18from .covtype import fetch_covtype19from .kddcup99 import fetch_kddcup9920from .mlcomp import load_mlcomp21from .lfw import fetch_lfw_pairs22from .lfw import fetch_lfw_people23from .twenty_newsgroups import fetch_20newsgroups24from .twenty_newsgroups import fetch_20newsgroups_vectorized25from .mldata import fetch_mldata, mldata_filename26from .samples_generator import make_classification27from .samples_generator import make_multilabel_classification28from .samples_generator import make_hastie_10_229from .samples_generator import make_regression30from .samples_generator import make_blobs31from .samples_generator import make_moons32from .samples_generator import make_circles33from .samples_generator import make_friedman134from .samples_generator import make_friedman235from .samples_generator import make_friedman336from .samples_generator import make_low_rank_matrix37from .samples_generator import make_sparse_coded_signal38from .samples_generator import make_sparse_uncorrelated39from .samples_generator import make_spd_matrix40from .samples_generator import make_swiss_roll41from .samples_generator import make_s_curve42from .samples_generator import make_sparse_spd_matrix43from .samples_generator import make_gaussian_quantiles44from .samples_generator import make_biclusters45from .samples_generator import make_checkerboard46from .svmlight_format import load_svmlight_file47from .svmlight_format import load_svmlight_files48from .svmlight_format import dump_svmlight_file49from .olivetti_faces import fetch_olivetti_faces50from .species_distributions import fetch_species_distributions51from .california_housing import fetch_california_housing52from .rcv1 import fetch_rcv153__all__ = ['clear_data_home',54 'dump_svmlight_file',55 'fetch_20newsgroups',56 'fetch_20newsgroups_vectorized',57 'fetch_lfw_pairs',58 'fetch_lfw_people',59 'fetch_mldata',60 'fetch_olivetti_faces',61 'fetch_species_distributions',62 'fetch_california_housing',63 'fetch_covtype',64 'fetch_rcv1',65 'fetch_kddcup99',66 'get_data_home',67 'load_boston',68 'load_diabetes',69 'load_digits',70 'load_files',71 'load_iris',72 'load_breast_cancer',73 'load_linnerud',74 'load_mlcomp',75 'load_sample_image',76 'load_sample_images',77 'load_svmlight_file',78 'load_svmlight_files',79 'load_wine',80 'make_biclusters',81 'make_blobs',82 'make_circles',83 'make_classification',84 'make_checkerboard',85 'make_friedman1',86 'make_friedman2',87 'make_friedman3',88 'make_gaussian_quantiles',89 'make_hastie_10_2',90 'make_low_rank_matrix',91 'make_moons',92 'make_multilabel_classification',93 'make_regression',94 'make_s_curve',95 'make_sparse_coded_signal',96 'make_sparse_spd_matrix',97 'make_sparse_uncorrelated',98 'make_spd_matrix',99 'make_swiss_roll',...

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udac_example_dag.py

Source:udac_example_dag.py Github

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1from datetime import datetime, timedelta2import os3from airflow import DAG4from airflow.operators.dummy_operator import DummyOperator5from airflow.operators import (StageToRedshiftOperator, LoadFactOperator,6 LoadDimensionOperator, DataQualityOperator)7from helpers import SqlQueries8# AWS_KEY = os.environ.get('AWS_KEY')9# AWS_SECRET = os.environ.get('AWS_SECRET')10default_args = {11 'owner': 'udacity',12 'start_date': datetime(2019, 1, 12),13 'depends_on_past': False,14 'retries': 3,15 'retry_delay': timedelta(minutes=5),16 'email_on_retry': False17}18dag = DAG('udac_example_dag',19 default_args=default_args,20 description='Load and transform data in Redshift with Airflow',21 schedule_interval='0 * * * *',22 catchup=False23 )24start_operator = DummyOperator(task_id='Begin_execution', dag=dag)25stage_events_to_redshift = StageToRedshiftOperator(26 task_id='Stage_events',27 dag=dag,28 table="staging_events",29 redshift_conn_id="redshift",30 aws_credentials_id="aws_credentials",31 s3_bucket="udacity-dend",32 s3_key="log_data",33 json_path="s3://udacity-dend/log_json_path.json",34 file_type="json"35)36stage_songs_to_redshift = StageToRedshiftOperator(37 task_id='Stage_songs',38 dag=dag, 39 table="staging_songs",40 redshift_conn_id="redshift",41 aws_credentials_id="aws_credentials",42 s3_bucket="udacity-dend",43 s3_key="song_data",44 json_path="auto",45 file_type="json"46)47load_songplays_table = LoadFactOperator(48 task_id='Load_songplays_fact_table',49 dag=dag,50 table='songplays',51 redshift_conn_id="redshift",52 load_sql_stmt=SqlQueries.songplay_table_insert53)54load_user_dimension_table = LoadDimensionOperator(55 task_id='Load_user_dim_table',56 dag=dag, 57 table='users',58 redshift_conn_id="redshift",59 load_sql_stmt=SqlQueries.user_table_insert60)61load_song_dimension_table = LoadDimensionOperator(62 task_id='Load_song_dim_table',63 dag=dag, 64 table='songs',65 redshift_conn_id="redshift",66 load_sql_stmt=SqlQueries.song_table_insert67)68load_artist_dimension_table = LoadDimensionOperator(69 task_id='Load_artist_dim_table',70 dag=dag,71 table='artists',72 redshift_conn_id="redshift",73 load_sql_stmt=SqlQueries.artist_table_insert74)75load_time_dimension_table = LoadDimensionOperator(76 task_id='Load_time_dim_table',77 dag=dag, 78 table='time',79 redshift_conn_id="redshift",80 load_sql_stmt=SqlQueries.time_table_insert81)82run_quality_checks = DataQualityOperator(83 task_id='Run_data_quality_checks',84 dag=dag, 85 tables=['songplays', 'users', 'songs', 'artists', 'time'],86 redshift_conn_id="redshift"87)88end_operator = DummyOperator(task_id='Stop_execution', dag=dag)89# Task ordering for the defined DAG tasks90start_operator >> stage_events_to_redshift91start_operator >> stage_songs_to_redshift92stage_events_to_redshift >> load_songplays_table93stage_songs_to_redshift >> load_songplays_table94load_songplays_table >> load_user_dimension_table95load_songplays_table >> load_song_dimension_table96load_songplays_table >> load_artist_dimension_table97load_songplays_table >> load_time_dimension_table98load_user_dimension_table >> run_quality_checks99load_song_dimension_table >> run_quality_checks100load_artist_dimension_table >> run_quality_checks101load_time_dimension_table >> run_quality_checks...

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dice.py

Source:dice.py Github

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1import pygame2class Dice:3 def __init__(self):4 self.faces = []5 self.faces.append(pygame.image.load("images/dice0.png"))6 self.faces.append(pygame.image.load("images/dice1.png"))7 self.faces.append(pygame.image.load("images/dice2.png"))8 self.faces.append(pygame.image.load("images/dice3.png"))9 self.faces.append(pygame.image.load("images/dice4.png"))10 self.faces.append(pygame.image.load("images/dice5.png"))11 self.faces.append(pygame.image.load("images/dice6.png"))12 self.rfaces = []13 self.rfaces.append(pygame.image.load("images/Rdice0.png"))14 self.rfaces.append(pygame.image.load("images/Rdice1.png"))15 self.rfaces.append(pygame.image.load("images/Rdice2.png"))16 self.rfaces.append(pygame.image.load("images/Rdice3.png"))17 self.rfaces.append(pygame.image.load("images/Rdice4.png"))18 self.rfaces.append(pygame.image.load("images/Rdice5.png"))19 self.rfaces.append(pygame.image.load("images/Rdice6.png"))20 self.rfaces.append(pygame.image.load("images/RdiceRoll.png"))21 self.gfaces = []22 self.gfaces.append(pygame.image.load("images/Gdice0.png"))23 self.gfaces.append(pygame.image.load("images/Gdice1.png"))24 self.gfaces.append(pygame.image.load("images/Gdice2.png"))25 self.gfaces.append(pygame.image.load("images/Gdice3.png"))26 self.gfaces.append(pygame.image.load("images/Gdice4.png"))27 self.gfaces.append(pygame.image.load("images/Gdice5.png"))28 self.gfaces.append(pygame.image.load("images/Gdice6.png"))29 self.gfaces.append(pygame.image.load("images/GdiceRoll.png"))30 self.bfaces = []31 self.bfaces.append(pygame.image.load("images/Bdice0.png"))32 self.bfaces.append(pygame.image.load("images/Bdice1.png"))33 self.bfaces.append(pygame.image.load("images/Bdice2.png"))34 self.bfaces.append(pygame.image.load("images/Bdice3.png"))35 self.bfaces.append(pygame.image.load("images/Bdice4.png"))36 self.bfaces.append(pygame.image.load("images/Bdice5.png"))37 self.bfaces.append(pygame.image.load("images/Bdice6.png"))38 self.bfaces.append(pygame.image.load("images/BdiceRoll.png"))39 self.yfaces = []40 self.yfaces.append(pygame.image.load("images/Ydice0.png"))41 self.yfaces.append(pygame.image.load("images/Ydice1.png"))42 self.yfaces.append(pygame.image.load("images/Ydice2.png"))43 self.yfaces.append(pygame.image.load("images/Ydice3.png"))44 self.yfaces.append(pygame.image.load("images/Ydice4.png"))45 self.yfaces.append(pygame.image.load("images/Ydice5.png"))46 self.yfaces.append(pygame.image.load("images/Ydice6.png"))47 self.yfaces.append(pygame.image.load("images/YdiceRoll.png"))48 def drawDice(self, screen, face, color='-1'):49 if color == '-1':50 screen.blit(self.faces[face], (0, 0))51 elif color == '0':52 screen.blit(self.rfaces[face], (0, 0))53 elif color == '1':54 screen.blit(self.gfaces[face], (0, 0))55 elif color == '2':56 screen.blit(self.bfaces[face], (0, 0))57 elif color == '3':58 screen.blit(self.yfaces[face], (0, 0))59 def hitbox(self):...

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Using AI Code Generation

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1var wptools = require('wptools');2var page = wptools.page('Sachin_Tendulkar');3page.load(function(err, resp) {4 if (err) {5 console.log(err);6 }7 else {8 console.log(resp);9 }10});11{12 "dependencies": {13 }14}15var wptools = require('wptools');16var page = wptools.page('Sachin_Tendulkar');17page.load(function(err, resp) {18 if (err) {19 console.log(err);20 }21 else {22 console.log(resp);23 }24});25{26 "dependencies": {27 }28}29var wptools = require('wptools');30var page = wptools.page('Sachin_Tendulkar');31page.load(function(err, resp) {32 if (err) {33 console.log(err);34 }35 else {36 console.log(resp);37 }38});39{40 "dependencies": {41 }42}43var wptools = require('wptools');44var page = wptools.page('Sachin_Tendulkar');45page.load(function(err, resp) {46 if (err) {47 console.log(err);48 }49 else {50 console.log(resp);51 }52});

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Using AI Code Generation

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1var wpt = require('wpt');2 if(!err) {3 console.log(data);4 }5});6var wpt = require('wpt');7 if(!err) {8 console.log(data);9 }10});11var wpt = require('wpt');12 if(!err) {13 console.log(data);14 }15});16var wpt = require('wpt');17 if(!err) {18 console.log(data);19 }20});21var wpt = require('wpt');22 if(!err) {23 console.log(data);24 }25});26var wpt = require('wpt');27wpt.getLocations(function(err, data) {28 if(!err) {29 console.log(data);30 }31});32var wpt = require('wpt');33wpt.getLocations({ location: 'Dulles:Chrome', runs: 3 }, function(err, data) {34 if(!err) {35 console.log(data);36 }37});38var wpt = require('wpt');39wpt.getTesters(function(err, data) {40 if(!err) {41 console.log(data);42 }43});

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Using AI Code Generation

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1var wpt = require('wpt');2var wpt = new wpt('API_KEY');3 if (err) {4 console.log(err);5 } else {6 console.log(data);7 }8});9var wpt = require('wpt');10var wpt = new wpt('API_KEY');11var testOptions = {12};13 if (err) {14 console.log(err);15 } else {16 console.log(data);17 }18});19var wpt = require('wpt');20var wpt = new wpt('API_KEY');21 if (err) {22 console.log(err);23 } else {24 console.log(data);25 }26});27var wpt = require('wpt');28var wpt = new wpt('API_KEY');29wpt.getLocations(function(err, data) {30 if (err) {31 console.log(err);32 } else {33 console.log(data);34 }35});36var wpt = require('wpt');37var wpt = new wpt('API_KEY');38wpt.getTesters(function(err, data) {39 if (err) {40 console.log(err);41 } else {42 console.log(data);43 }44});45var wpt = require('wpt');46var wpt = new wpt('API_KEY');47 if (err) {48 console.log(err);49 } else {50 console.log(data);51 }52});53var wpt = require('wpt');

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Using AI Code Generation

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1var wptools = require('wptools');2wptools.load('Albert Einstein', function(err, doc) {3 console.log(doc);4});5var wptools = require('wptools');6wptools.load('Albert Einstein', function(err, doc) {7 console.log(doc);8});9var wptools = require('wptools');10wptools.load('Albert Einstein', function(err, doc) {11 console.log(doc);12});13var wptools = require('wptools');14wptools.load('Albert Einstein', function(err, doc) {15 console.log(doc);16});17var wptools = require('wptools');18wptools.load('Albert Einstein', function(err, doc) {19 console.log(doc);20});21var wptools = require('wptools');22wptools.load('Albert Einstein', function(err, doc) {23 console.log(doc);24});25var wptools = require('wptools');26wptools.load('Albert Einstein', function(err, doc) {27 console.log(doc);28});29var wptools = require('wptools');30wptools.load('Albert Einstein', function(err, doc) {31 console.log(doc);32});33var wptools = require('wptools');34wptools.load('Albert Einstein', function(err, doc) {35 console.log(doc);36});37var wptools = require('wptools');38wptools.load('Albert Einstein', function(err, doc) {39 console.log(doc);40});41var wptools = require('wptools');42wptools.load('Albert

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Using AI Code Generation

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1 if (err) {2 console.log(err);3 } else {4 console.log(data);5 }6});7 if (err) {8 console.log(err);9 } else {10 console.log(data);11 }12});13 if (err) {14 console.log(err);15 } else {16 console.log(data);17 }18});19 if (err) {20 console.log(err);21 } else {22 console.log(data);23 }24});25 if (err) {26 console.log(err);27 } else {28 console.log(data);29 }30});31wpt.locations(function (err, data) {32 if (err) {33 console.log(err);34 } else {35 console.log(data);36 }37});38wpt.testers(function (err, data) {39 if (err) {40 console.log(err);41 } else {42 console.log(data);43 }44});

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Using AI Code Generation

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1wpt.load("test2.js", function(){2 console.log("loaded");3});4wpt.load("test3.js", function(){5 console.log("loaded");6});7wpt.load("test4.js", function(){8 console.log("loaded");9});10wpt.load("test5.js", function(){11 console.log("loaded");12});13wpt.load("test6.js", function(){14 console.log("loaded");15});16wpt.load("test7.js", function(){17 console.log("loaded");18});19wpt.load("test8.js", function(){20 console.log("loaded");21});22wpt.load("test9.js", function(){23 console.log("loaded");24});

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