[AnomalyDetector] Add CADL specification for Anomaly Detector v1.1 (Azure#21525)

* add univariate cadl definitions

* add cadl project yaml and main cadl

* add package.json

* add initial multivariate cadl definitions

* update cadl-project.yaml and package.json

* update route names

* add univariate azure core operation defs

* update multivariate models for correctness

* update routes to reflect service instead of using cadl azure operation signatures

* update multivariate models for correctness with original swagger

* a note about errors

* decorate request and response bodies with body decorator

* update package.json to point to next package versions

* fix routes to match swagger names

* add client.cadl

* remove client.cadl

* fix GetBatchDetectionResult def

* add namespace for univariate models

* Version AD (Azure#21497)

* Update main.cadl

* fix versioning

* leave api version as required

Co-authored-by: Catalina Peralta <[email protected]>

* add extensible api version enum

* update cadl-project.yaml with python config

* update sdk version

* clean up routes

* clean up cadl-project.yaml

* clean up models

* update package.json to ref latest deps

* add newline

* add more models docs

* fix error response models

* rename get multivariate batch result

* Cadl dpg add convenience api (Azure#21575)

* add @convenienceAPI

* move @convenienceAPI to client.cadl

* add placeholder examples file

* add generated openapi spec

* delete older swaggers

* update cadl-project.yaml

* update package.json

* Add cadl-csharp parameters for AnomalyDetector (Azure#21647)

* Change cadl-project

* Add .net parameters

* Fix

* update error header uvad

* Make model-namespace false for .net (Azure#21686)

* [AnomalyDetector] Archboard feedback (Azure#21680)

* rename to train only

* archboard naming feedback

* rename response to result

* archboard renames mvad requests to options

* rename uvad request to options

* rename model

* rename model on operations

* more mvad renames

* update body naming

* update body param naming to not use a reserved keyword

* restructure cadl files

* move generated cadl

* update client.cadl

* update swagger output

* Update specification/cognitiveservices/AnomalyDetector/univariate/models.cadl

Co-authored-by: jr-MS <[email protected]>

* Update specification/cognitiveservices/AnomalyDetector/univariate/routes.cadl

Co-authored-by: jr-MS <[email protected]>

* Update specification/cognitiveservices/AnomalyDetector/multivariate/models.cadl

Co-authored-by: jr-MS <[email protected]>

* Update specification/cognitiveservices/AnomalyDetector/multivariate/routes.cadl

Co-authored-by: jr-MS <[email protected]>

* Update specification/cognitiveservices/AnomalyDetector/multivariate/models.cadl

Co-authored-by: jr-MS <[email protected]>

* Update specification/cognitiveservices/AnomalyDetector/multivariate/models.cadl

Co-authored-by: jr-MS <[email protected]>

* Update specification/cognitiveservices/AnomalyDetector/multivariate/models.cadl

Co-authored-by: jr-MS <[email protected]>

* Update specification/cognitiveservices/AnomalyDetector/multivariate/models.cadl

Co-authored-by: jr-MS <[email protected]>

* Update specification/cognitiveservices/AnomalyDetector/multivariate/models.cadl

Co-authored-by: jr-MS <[email protected]>

* make data schema enum extensible

* make errors on ModelInfo readonly

* update swagger

* update readme swagger refs

* add apiview to custom-words.txt

* update more refs in readme

* move existing examples up with CADL files

* configure swagger file name in emmiter

* format examples

* point to examples dir in cadl-project.yaml

* add generated swagger and examples

Co-authored-by: Laurent Mazuel <[email protected]>
Co-authored-by: Weidong Xu <[email protected]>
Co-authored-by: Pan Shao <[email protected]>
Co-authored-by: jr-MS <[email protected]>

Author: 5 people

custom-words.txt

@@ -126,6 +126,7 @@ apimversionsets
 API's
 apiserver
 apitoken
+apiview
 APNIC
 APNS
 appconfig

specification/cognitiveservices/AnomalyDetector/cadl-project.yaml

@@ -0,0 +1,19 @@
+emitters:
+  "@azure-tools/cadl-autorest":
+    "output-file": "openapi.json"
+    "examples-directory": ./examples
+  "@azure-tools/cadl-python":
+    "basic-setup-py": true
+    "package-version": 3.0.0b6
+    "package-name": azure-ai-anomalydetector
+  #   "output-path":
+  # Uncomment this line and add "@azure-tools/cadl-java" to your package.json to generate Java code
+  # "@azure-tools/cadl-java": true
+  # Uncomment this line and add "@azure-tools/cadl-csharp" to your package.json to generate C# code
+  "@azure-tools/cadl-csharp":
+    save-inputs: false
+    clear-output-folder: true
+    namespace: Azure.AI.AnomalyDetector
+    model-namespace: false
+  # Uncomment this line and add "@azure-tools/cadl-typescript" to your package.json to generate Typescript code
+  # "@azure-tools/cadl-typescript": true

specification/cognitiveservices/AnomalyDetector/client.cadl

@@ -0,0 +1,16 @@
+import "@azure-tools/cadl-dpg";
+import "./main.cadl";
+
+using Azure.DPG;
+
+@@convenienceAPI(AnomalyDetector.Multivariate.GetMultivariateBatchDetectionResult)
+@@convenienceAPI(AnomalyDetector.Multivariate.TrainMultivariateModel)
+@@convenienceAPI(AnomalyDetector.Multivariate.ListMultivariateModels)
+@@convenienceAPI(AnomalyDetector.Multivariate.DeleteMultivariateModel)
+@@convenienceAPI(AnomalyDetector.Multivariate.GetMultivariateModel)
+@@convenienceAPI(AnomalyDetector.Multivariate.DetectMultivariateBatchAnomaly)
+@@convenienceAPI(AnomalyDetector.Multivariate.DetectMultivariateLastAnomaly)
+
+@@convenienceAPI(AnomalyDetector.Univariate.DetectUnivariateEntireSeries)
+@@convenienceAPI(AnomalyDetector.Univariate.DetectUnivariateLastPoint)
+@@convenienceAPI(AnomalyDetector.Univariate.DetectUnivariateChangePoint)