/
AnomalyDetectorClient.cs
733 lines (708 loc) · 31.5 KB
/
AnomalyDetectorClient.cs
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// <auto-generated>
// 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.
// </auto-generated>
namespace Microsoft.Azure.CognitiveServices.AnomalyDetector
{
using Microsoft.Rest;
using Microsoft.Rest.Serialization;
using Models;
using Newtonsoft.Json;
using System.Collections;
using System.Collections.Generic;
using System.Net;
using System.Net.Http;
using System.Threading;
using System.Threading.Tasks;
/// <summary>
/// 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.
/// </summary>
public partial class AnomalyDetectorClient : ServiceClient<AnomalyDetectorClient>, IAnomalyDetectorClient
{
/// <summary>
/// The base URI of the service.
/// </summary>
internal string BaseUri {get; set;}
/// <summary>
/// Gets or sets json serialization settings.
/// </summary>
public JsonSerializerSettings SerializationSettings { get; private set; }
/// <summary>
/// Gets or sets json deserialization settings.
/// </summary>
public JsonSerializerSettings DeserializationSettings { get; private set; }
/// <summary>
/// Supported Cognitive Services endpoints (protocol and hostname, for example:
/// https://westus2.api.cognitive.microsoft.com).
/// </summary>
public string Endpoint { get; set; }
/// <summary>
/// Subscription credentials which uniquely identify client subscription.
/// </summary>
public ServiceClientCredentials Credentials { get; private set; }
/// <summary>
/// Initializes a new instance of the AnomalyDetectorClient class.
/// </summary>
/// <param name='httpClient'>
/// HttpClient to be used
/// </param>
/// <param name='disposeHttpClient'>
/// True: will dispose the provided httpClient on calling AnomalyDetectorClient.Dispose(). False: will not dispose provided httpClient</param>
protected AnomalyDetectorClient(HttpClient httpClient, bool disposeHttpClient) : base(httpClient, disposeHttpClient)
{
Initialize();
}
/// <summary>
/// Initializes a new instance of the AnomalyDetectorClient class.
/// </summary>
/// <param name='handlers'>
/// Optional. The delegating handlers to add to the http client pipeline.
/// </param>
protected AnomalyDetectorClient(params DelegatingHandler[] handlers) : base(handlers)
{
Initialize();
}
/// <summary>
/// Initializes a new instance of the AnomalyDetectorClient class.
/// </summary>
/// <param name='rootHandler'>
/// Optional. The http client handler used to handle http transport.
/// </param>
/// <param name='handlers'>
/// Optional. The delegating handlers to add to the http client pipeline.
/// </param>
protected AnomalyDetectorClient(HttpClientHandler rootHandler, params DelegatingHandler[] handlers) : base(rootHandler, handlers)
{
Initialize();
}
/// <summary>
/// Initializes a new instance of the AnomalyDetectorClient class.
/// </summary>
/// <param name='credentials'>
/// Required. Subscription credentials which uniquely identify client subscription.
/// </param>
/// <param name='handlers'>
/// Optional. The delegating handlers to add to the http client pipeline.
/// </param>
/// <exception cref="System.ArgumentNullException">
/// Thrown when a required parameter is null
/// </exception>
public AnomalyDetectorClient(ServiceClientCredentials credentials, params DelegatingHandler[] handlers) : this(handlers)
{
if (credentials == null)
{
throw new System.ArgumentNullException("credentials");
}
Credentials = credentials;
if (Credentials != null)
{
Credentials.InitializeServiceClient(this);
}
}
/// <summary>
/// Initializes a new instance of the AnomalyDetectorClient class.
/// </summary>
/// <param name='credentials'>
/// Required. Subscription credentials which uniquely identify client subscription.
/// </param>
/// <param name='httpClient'>
/// HttpClient to be used
/// </param>
/// <param name='disposeHttpClient'>
/// True: will dispose the provided httpClient on calling AnomalyDetectorClient.Dispose(). False: will not dispose provided httpClient</param>
/// <exception cref="System.ArgumentNullException">
/// Thrown when a required parameter is null
/// </exception>
public AnomalyDetectorClient(ServiceClientCredentials credentials, HttpClient httpClient, bool disposeHttpClient) : this(httpClient, disposeHttpClient)
{
if (credentials == null)
{
throw new System.ArgumentNullException("credentials");
}
Credentials = credentials;
if (Credentials != null)
{
Credentials.InitializeServiceClient(this);
}
}
/// <summary>
/// Initializes a new instance of the AnomalyDetectorClient class.
/// </summary>
/// <param name='credentials'>
/// Required. Subscription credentials which uniquely identify client subscription.
/// </param>
/// <param name='rootHandler'>
/// Optional. The http client handler used to handle http transport.
/// </param>
/// <param name='handlers'>
/// Optional. The delegating handlers to add to the http client pipeline.
/// </param>
/// <exception cref="System.ArgumentNullException">
/// Thrown when a required parameter is null
/// </exception>
public AnomalyDetectorClient(ServiceClientCredentials credentials, HttpClientHandler rootHandler, params DelegatingHandler[] handlers) : this(rootHandler, handlers)
{
if (credentials == null)
{
throw new System.ArgumentNullException("credentials");
}
Credentials = credentials;
if (Credentials != null)
{
Credentials.InitializeServiceClient(this);
}
}
/// <summary>
/// An optional partial-method to perform custom initialization.
///</summary>
partial void CustomInitialize();
/// <summary>
/// Initializes client properties.
/// </summary>
private void Initialize()
{
BaseUri = "{Endpoint}/anomalydetector/v1.0";
SerializationSettings = new JsonSerializerSettings
{
Formatting = Newtonsoft.Json.Formatting.Indented,
DateFormatHandling = Newtonsoft.Json.DateFormatHandling.IsoDateFormat,
DateTimeZoneHandling = Newtonsoft.Json.DateTimeZoneHandling.Utc,
NullValueHandling = Newtonsoft.Json.NullValueHandling.Ignore,
ReferenceLoopHandling = Newtonsoft.Json.ReferenceLoopHandling.Serialize,
ContractResolver = new ReadOnlyJsonContractResolver(),
Converters = new List<JsonConverter>
{
new Iso8601TimeSpanConverter()
}
};
DeserializationSettings = new JsonSerializerSettings
{
DateFormatHandling = Newtonsoft.Json.DateFormatHandling.IsoDateFormat,
DateTimeZoneHandling = Newtonsoft.Json.DateTimeZoneHandling.Utc,
NullValueHandling = Newtonsoft.Json.NullValueHandling.Ignore,
ReferenceLoopHandling = Newtonsoft.Json.ReferenceLoopHandling.Serialize,
ContractResolver = new ReadOnlyJsonContractResolver(),
Converters = new List<JsonConverter>
{
new Iso8601TimeSpanConverter()
}
};
CustomInitialize();
}
/// <summary>
/// Detect anomalies for the entire series in batch.
/// </summary>
/// <remarks>
/// This operation generates a model using an entire series, each point is
/// detected with the same model. With this method, points before and after a
/// certain point are used to determine whether it is an anomaly. The entire
/// detection can give user an overall status of the time series.
/// </remarks>
/// <param name='body'>
/// Time series points and period if needed. Advanced model parameters can also
/// be set in the request.
/// </param>
/// <param name='customHeaders'>
/// Headers that will be added to request.
/// </param>
/// <param name='cancellationToken'>
/// The cancellation token.
/// </param>
/// <exception cref="APIErrorException">
/// Thrown when the operation returned an invalid status code
/// </exception>
/// <exception cref="SerializationException">
/// Thrown when unable to deserialize the response
/// </exception>
/// <exception cref="ValidationException">
/// Thrown when a required parameter is null
/// </exception>
/// <exception cref="System.ArgumentNullException">
/// Thrown when a required parameter is null
/// </exception>
/// <return>
/// A response object containing the response body and response headers.
/// </return>
public async Task<HttpOperationResponse<EntireDetectResponse>> EntireDetectWithHttpMessagesAsync(Request body, Dictionary<string, List<string>> customHeaders = null, CancellationToken cancellationToken = default(CancellationToken))
{
if (Endpoint == null)
{
throw new ValidationException(ValidationRules.CannotBeNull, "this.Endpoint");
}
if (body == null)
{
throw new ValidationException(ValidationRules.CannotBeNull, "body");
}
if (body != null)
{
body.Validate();
}
// Tracing
bool _shouldTrace = ServiceClientTracing.IsEnabled;
string _invocationId = null;
if (_shouldTrace)
{
_invocationId = ServiceClientTracing.NextInvocationId.ToString();
Dictionary<string, object> tracingParameters = new Dictionary<string, object>();
tracingParameters.Add("body", body);
tracingParameters.Add("cancellationToken", cancellationToken);
ServiceClientTracing.Enter(_invocationId, this, "EntireDetect", tracingParameters);
}
// Construct URL
var _baseUrl = BaseUri;
var _url = _baseUrl + (_baseUrl.EndsWith("/") ? "" : "/") + "timeseries/entire/detect";
_url = _url.Replace("{Endpoint}", Endpoint);
// Create HTTP transport objects
var _httpRequest = new HttpRequestMessage();
HttpResponseMessage _httpResponse = null;
_httpRequest.Method = new HttpMethod("POST");
_httpRequest.RequestUri = new System.Uri(_url);
// Set Headers
if (customHeaders != null)
{
foreach(var _header in customHeaders)
{
if (_httpRequest.Headers.Contains(_header.Key))
{
_httpRequest.Headers.Remove(_header.Key);
}
_httpRequest.Headers.TryAddWithoutValidation(_header.Key, _header.Value);
}
}
// Serialize Request
string _requestContent = null;
if(body != null)
{
_requestContent = SafeJsonConvert.SerializeObject(body, SerializationSettings);
_httpRequest.Content = new StringContent(_requestContent, System.Text.Encoding.UTF8);
_httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("application/json; charset=utf-8");
}
// Set Credentials
if (Credentials != null)
{
cancellationToken.ThrowIfCancellationRequested();
await Credentials.ProcessHttpRequestAsync(_httpRequest, cancellationToken).ConfigureAwait(false);
}
// Send Request
if (_shouldTrace)
{
ServiceClientTracing.SendRequest(_invocationId, _httpRequest);
}
cancellationToken.ThrowIfCancellationRequested();
_httpResponse = await HttpClient.SendAsync(_httpRequest, cancellationToken).ConfigureAwait(false);
if (_shouldTrace)
{
ServiceClientTracing.ReceiveResponse(_invocationId, _httpResponse);
}
HttpStatusCode _statusCode = _httpResponse.StatusCode;
cancellationToken.ThrowIfCancellationRequested();
string _responseContent = null;
if ((int)_statusCode != 200)
{
var ex = new APIErrorException(string.Format("Operation returned an invalid status code '{0}'", _statusCode));
try
{
_responseContent = await _httpResponse.Content.ReadAsStringAsync().ConfigureAwait(false);
APIError _errorBody = SafeJsonConvert.DeserializeObject<APIError>(_responseContent, DeserializationSettings);
if (_errorBody != null)
{
ex.Body = _errorBody;
}
}
catch (JsonException)
{
// Ignore the exception
}
ex.Request = new HttpRequestMessageWrapper(_httpRequest, _requestContent);
ex.Response = new HttpResponseMessageWrapper(_httpResponse, _responseContent);
if (_shouldTrace)
{
ServiceClientTracing.Error(_invocationId, ex);
}
_httpRequest.Dispose();
if (_httpResponse != null)
{
_httpResponse.Dispose();
}
throw ex;
}
// Create Result
var _result = new HttpOperationResponse<EntireDetectResponse>();
_result.Request = _httpRequest;
_result.Response = _httpResponse;
// Deserialize Response
if ((int)_statusCode == 200)
{
_responseContent = await _httpResponse.Content.ReadAsStringAsync().ConfigureAwait(false);
try
{
_result.Body = SafeJsonConvert.DeserializeObject<EntireDetectResponse>(_responseContent, DeserializationSettings);
}
catch (JsonException ex)
{
_httpRequest.Dispose();
if (_httpResponse != null)
{
_httpResponse.Dispose();
}
throw new SerializationException("Unable to deserialize the response.", _responseContent, ex);
}
}
if (_shouldTrace)
{
ServiceClientTracing.Exit(_invocationId, _result);
}
return _result;
}
/// <summary>
/// Detect anomaly status of the latest point in time series.
/// </summary>
/// <remarks>
/// This operation generates a model using points before the latest one. With
/// this method, only historical points are used to determine whether the
/// target point is an anomaly. The latest point detecting operation matches
/// the scenario of real-time monitoring of business metrics.
/// </remarks>
/// <param name='body'>
/// Time series points and period if needed. Advanced model parameters can also
/// be set in the request.
/// </param>
/// <param name='customHeaders'>
/// Headers that will be added to request.
/// </param>
/// <param name='cancellationToken'>
/// The cancellation token.
/// </param>
/// <exception cref="APIErrorException">
/// Thrown when the operation returned an invalid status code
/// </exception>
/// <exception cref="SerializationException">
/// Thrown when unable to deserialize the response
/// </exception>
/// <exception cref="ValidationException">
/// Thrown when a required parameter is null
/// </exception>
/// <exception cref="System.ArgumentNullException">
/// Thrown when a required parameter is null
/// </exception>
/// <return>
/// A response object containing the response body and response headers.
/// </return>
public async Task<HttpOperationResponse<LastDetectResponse>> LastDetectWithHttpMessagesAsync(Request body, Dictionary<string, List<string>> customHeaders = null, CancellationToken cancellationToken = default(CancellationToken))
{
if (Endpoint == null)
{
throw new ValidationException(ValidationRules.CannotBeNull, "this.Endpoint");
}
if (body == null)
{
throw new ValidationException(ValidationRules.CannotBeNull, "body");
}
if (body != null)
{
body.Validate();
}
// Tracing
bool _shouldTrace = ServiceClientTracing.IsEnabled;
string _invocationId = null;
if (_shouldTrace)
{
_invocationId = ServiceClientTracing.NextInvocationId.ToString();
Dictionary<string, object> tracingParameters = new Dictionary<string, object>();
tracingParameters.Add("body", body);
tracingParameters.Add("cancellationToken", cancellationToken);
ServiceClientTracing.Enter(_invocationId, this, "LastDetect", tracingParameters);
}
// Construct URL
var _baseUrl = BaseUri;
var _url = _baseUrl + (_baseUrl.EndsWith("/") ? "" : "/") + "timeseries/last/detect";
_url = _url.Replace("{Endpoint}", Endpoint);
// Create HTTP transport objects
var _httpRequest = new HttpRequestMessage();
HttpResponseMessage _httpResponse = null;
_httpRequest.Method = new HttpMethod("POST");
_httpRequest.RequestUri = new System.Uri(_url);
// Set Headers
if (customHeaders != null)
{
foreach(var _header in customHeaders)
{
if (_httpRequest.Headers.Contains(_header.Key))
{
_httpRequest.Headers.Remove(_header.Key);
}
_httpRequest.Headers.TryAddWithoutValidation(_header.Key, _header.Value);
}
}
// Serialize Request
string _requestContent = null;
if(body != null)
{
_requestContent = SafeJsonConvert.SerializeObject(body, SerializationSettings);
_httpRequest.Content = new StringContent(_requestContent, System.Text.Encoding.UTF8);
_httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("application/json; charset=utf-8");
}
// Set Credentials
if (Credentials != null)
{
cancellationToken.ThrowIfCancellationRequested();
await Credentials.ProcessHttpRequestAsync(_httpRequest, cancellationToken).ConfigureAwait(false);
}
// Send Request
if (_shouldTrace)
{
ServiceClientTracing.SendRequest(_invocationId, _httpRequest);
}
cancellationToken.ThrowIfCancellationRequested();
_httpResponse = await HttpClient.SendAsync(_httpRequest, cancellationToken).ConfigureAwait(false);
if (_shouldTrace)
{
ServiceClientTracing.ReceiveResponse(_invocationId, _httpResponse);
}
HttpStatusCode _statusCode = _httpResponse.StatusCode;
cancellationToken.ThrowIfCancellationRequested();
string _responseContent = null;
if ((int)_statusCode != 200)
{
var ex = new APIErrorException(string.Format("Operation returned an invalid status code '{0}'", _statusCode));
try
{
_responseContent = await _httpResponse.Content.ReadAsStringAsync().ConfigureAwait(false);
APIError _errorBody = SafeJsonConvert.DeserializeObject<APIError>(_responseContent, DeserializationSettings);
if (_errorBody != null)
{
ex.Body = _errorBody;
}
}
catch (JsonException)
{
// Ignore the exception
}
ex.Request = new HttpRequestMessageWrapper(_httpRequest, _requestContent);
ex.Response = new HttpResponseMessageWrapper(_httpResponse, _responseContent);
if (_shouldTrace)
{
ServiceClientTracing.Error(_invocationId, ex);
}
_httpRequest.Dispose();
if (_httpResponse != null)
{
_httpResponse.Dispose();
}
throw ex;
}
// Create Result
var _result = new HttpOperationResponse<LastDetectResponse>();
_result.Request = _httpRequest;
_result.Response = _httpResponse;
// Deserialize Response
if ((int)_statusCode == 200)
{
_responseContent = await _httpResponse.Content.ReadAsStringAsync().ConfigureAwait(false);
try
{
_result.Body = SafeJsonConvert.DeserializeObject<LastDetectResponse>(_responseContent, DeserializationSettings);
}
catch (JsonException ex)
{
_httpRequest.Dispose();
if (_httpResponse != null)
{
_httpResponse.Dispose();
}
throw new SerializationException("Unable to deserialize the response.", _responseContent, ex);
}
}
if (_shouldTrace)
{
ServiceClientTracing.Exit(_invocationId, _result);
}
return _result;
}
/// <summary>
/// Detect change point for the entire series
/// </summary>
/// <remarks>
/// Evaluate change point score of every series point
/// </remarks>
/// <param name='body'>
/// Time series points and granularity is needed. Advanced model parameters can
/// also be set in the request if needed.
/// </param>
/// <param name='customHeaders'>
/// Headers that will be added to request.
/// </param>
/// <param name='cancellationToken'>
/// The cancellation token.
/// </param>
/// <exception cref="APIErrorException">
/// Thrown when the operation returned an invalid status code
/// </exception>
/// <exception cref="SerializationException">
/// Thrown when unable to deserialize the response
/// </exception>
/// <exception cref="ValidationException">
/// Thrown when a required parameter is null
/// </exception>
/// <exception cref="System.ArgumentNullException">
/// Thrown when a required parameter is null
/// </exception>
/// <return>
/// A response object containing the response body and response headers.
/// </return>
public async Task<HttpOperationResponse<ChangePointDetectResponse>> ChangePointDetectWithHttpMessagesAsync(ChangePointDetectRequest body, Dictionary<string, List<string>> customHeaders = null, CancellationToken cancellationToken = default(CancellationToken))
{
if (Endpoint == null)
{
throw new ValidationException(ValidationRules.CannotBeNull, "this.Endpoint");
}
if (body == null)
{
throw new ValidationException(ValidationRules.CannotBeNull, "body");
}
if (body != null)
{
body.Validate();
}
// Tracing
bool _shouldTrace = ServiceClientTracing.IsEnabled;
string _invocationId = null;
if (_shouldTrace)
{
_invocationId = ServiceClientTracing.NextInvocationId.ToString();
Dictionary<string, object> tracingParameters = new Dictionary<string, object>();
tracingParameters.Add("body", body);
tracingParameters.Add("cancellationToken", cancellationToken);
ServiceClientTracing.Enter(_invocationId, this, "ChangePointDetect", tracingParameters);
}
// Construct URL
var _baseUrl = BaseUri;
var _url = _baseUrl + (_baseUrl.EndsWith("/") ? "" : "/") + "timeseries/changePoint/detect";
_url = _url.Replace("{Endpoint}", Endpoint);
// Create HTTP transport objects
var _httpRequest = new HttpRequestMessage();
HttpResponseMessage _httpResponse = null;
_httpRequest.Method = new HttpMethod("POST");
_httpRequest.RequestUri = new System.Uri(_url);
// Set Headers
if (customHeaders != null)
{
foreach(var _header in customHeaders)
{
if (_httpRequest.Headers.Contains(_header.Key))
{
_httpRequest.Headers.Remove(_header.Key);
}
_httpRequest.Headers.TryAddWithoutValidation(_header.Key, _header.Value);
}
}
// Serialize Request
string _requestContent = null;
if(body != null)
{
_requestContent = SafeJsonConvert.SerializeObject(body, SerializationSettings);
_httpRequest.Content = new StringContent(_requestContent, System.Text.Encoding.UTF8);
_httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("application/json; charset=utf-8");
}
// Set Credentials
if (Credentials != null)
{
cancellationToken.ThrowIfCancellationRequested();
await Credentials.ProcessHttpRequestAsync(_httpRequest, cancellationToken).ConfigureAwait(false);
}
// Send Request
if (_shouldTrace)
{
ServiceClientTracing.SendRequest(_invocationId, _httpRequest);
}
cancellationToken.ThrowIfCancellationRequested();
_httpResponse = await HttpClient.SendAsync(_httpRequest, cancellationToken).ConfigureAwait(false);
if (_shouldTrace)
{
ServiceClientTracing.ReceiveResponse(_invocationId, _httpResponse);
}
HttpStatusCode _statusCode = _httpResponse.StatusCode;
cancellationToken.ThrowIfCancellationRequested();
string _responseContent = null;
if ((int)_statusCode != 200)
{
var ex = new APIErrorException(string.Format("Operation returned an invalid status code '{0}'", _statusCode));
try
{
_responseContent = await _httpResponse.Content.ReadAsStringAsync().ConfigureAwait(false);
APIError _errorBody = SafeJsonConvert.DeserializeObject<APIError>(_responseContent, DeserializationSettings);
if (_errorBody != null)
{
ex.Body = _errorBody;
}
}
catch (JsonException)
{
// Ignore the exception
}
ex.Request = new HttpRequestMessageWrapper(_httpRequest, _requestContent);
ex.Response = new HttpResponseMessageWrapper(_httpResponse, _responseContent);
if (_shouldTrace)
{
ServiceClientTracing.Error(_invocationId, ex);
}
_httpRequest.Dispose();
if (_httpResponse != null)
{
_httpResponse.Dispose();
}
throw ex;
}
// Create Result
var _result = new HttpOperationResponse<ChangePointDetectResponse>();
_result.Request = _httpRequest;
_result.Response = _httpResponse;
// Deserialize Response
if ((int)_statusCode == 200)
{
_responseContent = await _httpResponse.Content.ReadAsStringAsync().ConfigureAwait(false);
try
{
_result.Body = SafeJsonConvert.DeserializeObject<ChangePointDetectResponse>(_responseContent, DeserializationSettings);
}
catch (JsonException ex)
{
_httpRequest.Dispose();
if (_httpResponse != null)
{
_httpResponse.Dispose();
}
throw new SerializationException("Unable to deserialize the response.", _responseContent, ex);
}
}
if (_shouldTrace)
{
ServiceClientTracing.Exit(_invocationId, _result);
}
return _result;
}
}
}