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…into get_certs_2016 * 'master' of https://github.com/Azure/azure-sdk-for-python: (26 commits) Type inference (Azure#12980) Add azure-ai-anomalydetector to error code 5 ignored list (Azure#13131) Handle missing model properties in Key Vault 2016-10-01 (Azure#13129) fix aad test so it runs locally (Azure#13127) Suppress errors in anomoly detector for now. (Azure#13141) Anomaly Detector V1, track2 generator (Azure#12931) [formrecognizer] Add `kind` to FormElement (Azure#13079) Regenerate code from connie's swagger change (Azure#12979) Update async (Azure#12978) Move get_access_conditions to _serialize.py (Azure#13105) [Storage][DataLake]Update Min Dependency (Azure#13108) Restore user authentication API from 1.4.0b7 (Azure#13070) [Storage][FileShare]ChangeLog update (Azure#13103) remove locale (Azure#13102) [Storage][Blob]ChangeLog Update (Azure#13081) Fixed etag bug (Azure#13078) [Storage][Blob]Fix live test and if tags bug (Azure#13054) [Storage][Blob][Batch]Support batch delete empty blob list (Azure#13029) [Storage][Blob][Bug]Support parsing blob url with '/' in blob name (Azure#12619) [formrecognizer] add api version enum (Azure#12888) ...
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| "azure-synapse-spark", | ||
| "azure-synapse-accesscontrol", | ||
| "azure-synapse-nspkg", | ||
| "azure-ai-anomalydetector", | ||
| ] | ||
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| @@ -0,0 +1,5 @@ | ||
| # Release History | ||
|
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| ## 3.0.0b1 (2020-08-17) | ||
|
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| - Initial Release |
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| recursive-include tests *.py *.yaml | ||
| include *.md | ||
| include azure/__init__.py | ||
| include azure/ai/__init__.py | ||
|
|
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| # Microsoft Azure SDK for Python | ||
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| This is the Microsoft Azure Cognitive Services Anomaly Detector Client Library. | ||
| This package has been tested with Python 2.7, 3.5, 3.6, 3.7 and 3.8. | ||
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| For a more complete set of Azure libraries, see the | ||
| [azure sdk python release](https://aka.ms/azsdk/python/all). | ||
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| # Usage | ||
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| For code examples, see [Cognitive Services Anomaly Detector](https://docs.microsoft.com/python/api/overview/azure/cognitive-services) | ||
| on docs.microsoft.com. | ||
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| # Provide Feedback | ||
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| If you encounter any bugs or have suggestions, please file an issue in the | ||
| [Issues](https://github.com/Azure/azure-sdk-for-python/issues) | ||
| section of the project. | ||
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|
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|  |
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| __path__ = __import__('pkgutil').extend_path(__path__, __name__) |
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sdk/anomalydetector/azure-ai-anomalydetector/azure/ai/__init__.py
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| __path__ = __import__('pkgutil').extend_path(__path__, __name__) |
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sdk/anomalydetector/azure-ai-anomalydetector/azure/ai/anomalydetector/__init__.py
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| # coding=utf-8 | ||
| # -------------------------------------------------------------------------- | ||
| # Copyright (c) Microsoft Corporation. All rights reserved. | ||
| # Licensed under the MIT License. See License.txt in the project root for license information. | ||
| # Code generated by Microsoft (R) AutoRest Code Generator. | ||
| # Changes may cause incorrect behavior and will be lost if the code is regenerated. | ||
| # -------------------------------------------------------------------------- | ||
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| from ._anomaly_detector_client import AnomalyDetectorClient | ||
| from ._version import VERSION | ||
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| __version__ = VERSION | ||
| __all__ = ['AnomalyDetectorClient'] | ||
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| try: | ||
| from ._patch import patch_sdk # type: ignore | ||
| patch_sdk() | ||
| except ImportError: | ||
| pass |
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...alydetector/azure-ai-anomalydetector/azure/ai/anomalydetector/_anomaly_detector_client.py
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| # coding=utf-8 | ||
| # -------------------------------------------------------------------------- | ||
| # Copyright (c) Microsoft Corporation. All rights reserved. | ||
| # Licensed under the MIT License. See License.txt in the project root for license information. | ||
| # Code generated by Microsoft (R) AutoRest Code Generator. | ||
| # Changes may cause incorrect behavior and will be lost if the code is regenerated. | ||
| # -------------------------------------------------------------------------- | ||
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| from typing import TYPE_CHECKING | ||
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| from azure.core import PipelineClient | ||
| from msrest import Deserializer, Serializer | ||
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| if TYPE_CHECKING: | ||
| # pylint: disable=unused-import,ungrouped-imports | ||
| from typing import Any | ||
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| from azure.core.credentials import AzureKeyCredential | ||
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| from ._configuration import AnomalyDetectorClientConfiguration | ||
| from .operations import AnomalyDetectorClientOperationsMixin | ||
| from . import models | ||
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| class AnomalyDetectorClient(AnomalyDetectorClientOperationsMixin): | ||
| """The Anomaly Detector API detects anomalies automatically in time series data. It supports two kinds of mode, one is for stateless using, another is for stateful using. In stateless mode, there are three functionalities. Entire Detect is for detecting the whole series with model trained by the time series, Last Detect is detecting last point with model trained by points before. ChangePoint Detect is for detecting trend changes in time series. In stateful mode, user can store time series, the stored time series will be used for detection anomalies. Under this mode, user can still use the above three functionalities by only giving a time range without preparing time series in client side. Besides the above three functionalities, stateful model also provide group based detection and labeling service. By leveraging labeling service user can provide labels for each detection result, these labels will be used for retuning or regenerating detection models. Inconsistency detection is a kind of group based detection, this detection will find inconsistency ones in a set of time series. By using anomaly detector service, business customers can discover incidents and establish a logic flow for root cause analysis. | ||
| :param credential: Credential needed for the client to connect to Azure. | ||
| :type credential: ~azure.core.credentials.AzureKeyCredential | ||
| :param endpoint: Supported Cognitive Services endpoints (protocol and hostname, for example: https://westus2.api.cognitive.microsoft.com). | ||
| :type endpoint: str | ||
| """ | ||
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| def __init__( | ||
| self, | ||
| credential, # type: AzureKeyCredential | ||
| endpoint, # type: str | ||
| **kwargs # type: Any | ||
| ): | ||
| # type: (...) -> None | ||
| base_url = '{Endpoint}/anomalydetector/v1.0' | ||
| self._config = AnomalyDetectorClientConfiguration(credential, endpoint, **kwargs) | ||
| self._client = PipelineClient(base_url=base_url, config=self._config, **kwargs) | ||
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| client_models = {k: v for k, v in models.__dict__.items() if isinstance(v, type)} | ||
| self._serialize = Serializer(client_models) | ||
| self._deserialize = Deserializer(client_models) | ||
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| def close(self): | ||
| # type: () -> None | ||
| self._client.close() | ||
|
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| def __enter__(self): | ||
| # type: () -> AnomalyDetectorClient | ||
| self._client.__enter__() | ||
| return self | ||
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| def __exit__(self, *exc_details): | ||
| # type: (Any) -> None | ||
| self._client.__exit__(*exc_details) |
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