feat: add certified event feature categories (#2109)

* add certified event feature categories

* fix scala style

* rename cognitiveservices to aiservices

cognitive/src/main/scala/com/microsoft/azure/synapse/ml/cognitive/anomaly/AnomalyDetection.scala

@@ -8,7 +8,7 @@ import com.microsoft.azure.synapse.ml.cognitive.anomaly.AnomalyDetectorProtocol.
 import com.microsoft.azure.synapse.ml.core.contracts.HasOutputCol
 import com.microsoft.azure.synapse.ml.core.schema.DatasetExtensions
 import com.microsoft.azure.synapse.ml.io.http.ErrorUtils
-import com.microsoft.azure.synapse.ml.logging.SynapseMLLogging
+import com.microsoft.azure.synapse.ml.logging.{FeatureNames, SynapseMLLogging}
 import com.microsoft.azure.synapse.ml.param.ServiceParam
 import org.apache.http.entity.{AbstractHttpEntity, StringEntity}
 import org.apache.spark.injections.UDFUtils
@@ -148,7 +148,7 @@ abstract class AnomalyDetectorBase(override val uid: String) extends CognitiveSe
 object DetectLastAnomaly extends ComplexParamsReadable[DetectLastAnomaly] with Serializable
 
 class DetectLastAnomaly(override val uid: String) extends AnomalyDetectorBase(uid) with SynapseMLLogging {
-  logClass()
+  logClass(FeatureNames.AiServices.Anomaly)
 
   def this() = this(Identifiable.randomUID("DetectLastAnomaly"))
 
@@ -165,7 +165,7 @@ class DetectLastAnomaly(override val uid: String) extends AnomalyDetectorBase(ui
 object DetectAnomalies extends ComplexParamsReadable[DetectAnomalies] with Serializable
 
 class DetectAnomalies(override val uid: String) extends AnomalyDetectorBase(uid) with SynapseMLLogging {
-  logClass()
+  logClass(FeatureNames.AiServices.Anomaly)
 
   def this() = this(Identifiable.randomUID("DetectAnomalies"))
 
@@ -183,7 +183,7 @@ object SimpleDetectAnomalies extends ComplexParamsReadable[SimpleDetectAnomalies
 
 class SimpleDetectAnomalies(override val uid: String) extends AnomalyDetectorBase(uid)
   with HasOutputCol with SynapseMLLogging {
-  logClass()
+  logClass(FeatureNames.AiServices.Anomaly)
 
   def this() = this(Identifiable.randomUID("SimpleDetectAnomalies"))
 

cognitive/src/main/scala/com/microsoft/azure/synapse/ml/cognitive/anomaly/MultivariateAnomalyDetection.scala

@@ -14,7 +14,7 @@ import com.microsoft.azure.synapse.ml.core.schema.DatasetExtensions
 import com.microsoft.azure.synapse.ml.io.http.HandlingUtils.{convertAndClose, sendWithRetries}
 import com.microsoft.azure.synapse.ml.io.http.RESTHelpers.{Client, retry}
 import com.microsoft.azure.synapse.ml.io.http._
-import com.microsoft.azure.synapse.ml.logging.SynapseMLLogging
+import com.microsoft.azure.synapse.ml.logging.{FeatureNames, SynapseMLLogging}
 import com.microsoft.azure.synapse.ml.stages._
 import com.microsoft.azure.synapse.ml.param.CognitiveServiceStructParam
 import org.apache.commons.io.IOUtils
@@ -416,7 +416,7 @@ object SimpleFitMultivariateAnomaly extends ComplexParamsReadable[SimpleFitMulti
 
 class SimpleFitMultivariateAnomaly(override val uid: String) extends Estimator[SimpleDetectMultivariateAnomaly]
   with MADBase {
-  logClass()
+  logClass(FeatureNames.AiServices.Anomaly)
 
   def this() = this(Identifiable.randomUID("SimpleFitMultivariateAnomaly"))
 
@@ -569,7 +569,7 @@ object SimpleDetectMultivariateAnomaly extends ComplexParamsReadable[SimpleDetec
 
 class SimpleDetectMultivariateAnomaly(override val uid: String) extends Model[SimpleDetectMultivariateAnomaly]
   with MADBase with HasHandler with DetectMAParams {
-  logClass()
+  logClass(FeatureNames.AiServices.Anomaly)
 
   def this() = this(Identifiable.randomUID("SimpleDetectMultivariateAnomaly"))
 
@@ -654,7 +654,7 @@ class DetectLastMultivariateAnomaly(override val uid: String) extends CognitiveS
   with HasSetLocation with HasCognitiveServiceInput with HasBatchSize
   with ComplexParamsWritable with Wrappable
   with HasErrorCol with SynapseMLLogging with DetectMAParams {
-  logClass()
+  logClass(FeatureNames.AiServices.Anomaly)
 
   def this() = this(Identifiable.randomUID("DetectLastMultivariateAnomaly"))
 

cognitive/src/main/scala/com/microsoft/azure/synapse/ml/cognitive/bing/BingImageSearch.scala

@@ -5,7 +5,7 @@ package com.microsoft.azure.synapse.ml.cognitive.bing
 
 import com.microsoft.azure.synapse.ml.cognitive._
 import com.microsoft.azure.synapse.ml.core.utils.AsyncUtils
-import com.microsoft.azure.synapse.ml.logging.SynapseMLLogging
+import com.microsoft.azure.synapse.ml.logging.{FeatureNames, SynapseMLLogging}
 import com.microsoft.azure.synapse.ml.param.ServiceParam
 import com.microsoft.azure.synapse.ml.stages.Lambda
 import org.apache.commons.io.IOUtils
@@ -67,7 +67,7 @@ object BingImageSearch extends ComplexParamsReadable[BingImageSearch] with Seria
 class BingImageSearch(override val uid: String)
   extends CognitiveServicesBase(uid)
   with HasCognitiveServiceInput with HasInternalJsonOutputParser with SynapseMLLogging with HasSetLinkedService {
-  logClass()
+  logClass(FeatureNames.AiServices.BingImage)
 
   override protected lazy val pyInternalWrapper = true
 

cognitive/src/main/scala/com/microsoft/azure/synapse/ml/cognitive/face/Face.scala

@@ -5,7 +5,7 @@ package com.microsoft.azure.synapse.ml.cognitive.face
 
 import com.microsoft.azure.synapse.ml.cognitive._
 import com.microsoft.azure.synapse.ml.cognitive.vision.HasImageUrl
-import com.microsoft.azure.synapse.ml.logging.SynapseMLLogging
+import com.microsoft.azure.synapse.ml.logging.{FeatureNames, SynapseMLLogging}
 import com.microsoft.azure.synapse.ml.param.ServiceParam
 import org.apache.http.entity.{AbstractHttpEntity, StringEntity}
 import org.apache.spark.ml.ComplexParamsReadable
@@ -21,7 +21,7 @@ class DetectFace(override val uid: String)
   extends CognitiveServicesBase(uid) with HasImageUrl with HasServiceParams
     with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation with SynapseMLLogging
     with HasSetLinkedService {
-  logClass()
+  logClass(FeatureNames.AiServices.Face)
 
   def this() = this(Identifiable.randomUID("DetectFace"))
 
@@ -100,7 +100,7 @@ class FindSimilarFace(override val uid: String)
     with HasMaxNumOfCandidatesReturned with HasFaceIds
     with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation with SynapseMLLogging
     with HasSetLinkedService {
-  logClass()
+  logClass(FeatureNames.AiServices.Face)
 
   def this() = this(Identifiable.randomUID("FindSimilarFace"))
 
@@ -189,7 +189,7 @@ class GroupFaces(override val uid: String)
   extends CognitiveServicesBase(uid) with HasServiceParams
     with HasFaceIds with HasSetLocation
     with HasCognitiveServiceInput with HasInternalJsonOutputParser with SynapseMLLogging with HasSetLinkedService {
-  logClass()
+  logClass(FeatureNames.AiServices.Face)
 
   def this() = this(Identifiable.randomUID("GroupFaces"))
 
@@ -212,7 +212,7 @@ class IdentifyFaces(override val uid: String)
     with HasMaxNumOfCandidatesReturned with HasFaceIds
     with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation with SynapseMLLogging
     with HasSetLinkedService {
-  logClass()
+  logClass(FeatureNames.AiServices.Face)
 
   def this() = this(Identifiable.randomUID("IdentifyFaces"))
 
@@ -281,7 +281,7 @@ class VerifyFaces(override val uid: String)
   extends CognitiveServicesBase(uid) with HasServiceParams
     with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation with SynapseMLLogging
     with HasSetLinkedService {
-  logClass()
+  logClass(FeatureNames.AiServices.Face)
 
   def this() = this(Identifiable.randomUID("VerifyFaces"))
 

cognitive/src/main/scala/com/microsoft/azure/synapse/ml/cognitive/form/FormOntologyLearner.scala

@@ -5,7 +5,7 @@ package com.microsoft.azure.synapse.ml.cognitive.form
 
 import com.microsoft.azure.synapse.ml.codegen.Wrappable
 import com.microsoft.azure.synapse.ml.core.contracts.{HasInputCol, HasOutputCol}
-import com.microsoft.azure.synapse.ml.logging.SynapseMLLogging
+import com.microsoft.azure.synapse.ml.logging.{FeatureNames, SynapseMLLogging}
 import com.microsoft.azure.synapse.ml.param.DataTypeParam
 import org.apache.spark.injections.UDFUtils
 import org.apache.spark.ml.param.ParamMap
@@ -42,7 +42,7 @@ object FormOntologyLearner extends DefaultParamsReadable[FormOntologyLearner] {
 
 class FormOntologyLearner(override val uid: String) extends Estimator[FormOntologyTransformer]
   with SynapseMLLogging with DefaultParamsWritable with HasInputCol with HasOutputCol with Wrappable {
-  logClass()
+  logClass(FeatureNames.AiServices.Form)
 
   def this() = this(Identifiable.randomUID("FormOntologyLearner"))
 
@@ -87,7 +87,7 @@ object FormOntologyTransformer extends ComplexParamsReadable[FormOntologyTransfo
 
 class FormOntologyTransformer(override val uid: String) extends Model[FormOntologyTransformer]
   with SynapseMLLogging with ComplexParamsWritable with HasInputCol with HasOutputCol with Wrappable {
-  logClass()
+  logClass(FeatureNames.AiServices.Form)
 
   val ontology: DataTypeParam = new DataTypeParam(
     parent = this,

cognitive/src/main/scala/com/microsoft/azure/synapse/ml/cognitive/form/FormRecognizer.scala

@@ -5,7 +5,7 @@ package com.microsoft.azure.synapse.ml.cognitive.form
 
 import com.microsoft.azure.synapse.ml.cognitive._
 import com.microsoft.azure.synapse.ml.cognitive.vision.{BasicAsyncReply, HasImageInput, ReadLine}
-import com.microsoft.azure.synapse.ml.logging.SynapseMLLogging
+import com.microsoft.azure.synapse.ml.logging.{FeatureNames, SynapseMLLogging}
 import com.microsoft.azure.synapse.ml.param.ServiceParam
 import com.microsoft.azure.synapse.ml.stages.UDFTransformer
 import org.apache.http.client.methods.{HttpGet, HttpRequestBase}
@@ -187,7 +187,7 @@ object AnalyzeLayout extends ComplexParamsReadable[AnalyzeLayout]
 
 class AnalyzeLayout(override val uid: String) extends FormRecognizerBase(uid)
   with SynapseMLLogging with HasPages {
-  logClass()
+  logClass(FeatureNames.AiServices.Form)
 
   def this() = this(Identifiable.randomUID("AnalyzeLayout"))
 
@@ -220,7 +220,7 @@ object AnalyzeReceipts extends ComplexParamsReadable[AnalyzeReceipts]
 
 class AnalyzeReceipts(override val uid: String) extends FormRecognizerBase(uid)
   with SynapseMLLogging with HasPages with HasTextDetails with HasLocale {
-  logClass()
+  logClass(FeatureNames.AiServices.Form)
 
   def this() = this(Identifiable.randomUID("AnalyzeReceipts"))
 
@@ -234,7 +234,7 @@ object AnalyzeBusinessCards extends ComplexParamsReadable[AnalyzeBusinessCards]
 
 class AnalyzeBusinessCards(override val uid: String) extends FormRecognizerBase(uid)
   with SynapseMLLogging with HasPages with HasTextDetails with HasLocale {
-  logClass()
+  logClass(FeatureNames.AiServices.Form)
 
   def this() = this(Identifiable.randomUID("AnalyzeBusinessCards"))
 
@@ -248,7 +248,7 @@ object AnalyzeInvoices extends ComplexParamsReadable[AnalyzeInvoices]
 
 class AnalyzeInvoices(override val uid: String) extends FormRecognizerBase(uid)
   with SynapseMLLogging with HasPages with HasTextDetails with HasLocale {
-  logClass()
+  logClass(FeatureNames.AiServices.Form)
 
   def this() = this(Identifiable.randomUID("AnalyzeInvoices"))
 
@@ -262,7 +262,7 @@ object AnalyzeIDDocuments extends ComplexParamsReadable[AnalyzeIDDocuments]
 
 class AnalyzeIDDocuments(override val uid: String) extends FormRecognizerBase(uid)
   with SynapseMLLogging with HasPages with HasTextDetails {
-  logClass()
+  logClass(FeatureNames.AiServices.Form)
 
   def this() = this(Identifiable.randomUID("AnalyzeIDDocuments"))
 
@@ -277,7 +277,7 @@ object ListCustomModels extends ComplexParamsReadable[ListCustomModels]
 class ListCustomModels(override val uid: String) extends CognitiveServicesBase(uid)
   with HasCognitiveServiceInput with HasInternalJsonOutputParser
   with HasSetLocation with HasSetLinkedService with SynapseMLLogging {
-  logClass()
+  logClass(FeatureNames.AiServices.Form)
 
   def this() = this(Identifiable.randomUID("ListCustomModels"))
 
@@ -302,7 +302,7 @@ object GetCustomModel extends ComplexParamsReadable[GetCustomModel]
 class GetCustomModel(override val uid: String) extends CognitiveServicesBase(uid)
   with HasCognitiveServiceInput with HasInternalJsonOutputParser
   with HasSetLocation with HasSetLinkedService with SynapseMLLogging with HasModelID {
-  logClass()
+  logClass(FeatureNames.AiServices.Form)
 
   def this() = this(Identifiable.randomUID("GetCustomModel"))
 
@@ -330,7 +330,7 @@ object AnalyzeCustomModel extends ComplexParamsReadable[AnalyzeCustomModel]
 
 class AnalyzeCustomModel(override val uid: String) extends FormRecognizerBase(uid)
   with SynapseMLLogging with HasTextDetails with HasModelID {
-  logClass()
+  logClass(FeatureNames.AiServices.Form)
 
   def this() = this(Identifiable.randomUID("AnalyzeCustomModel"))
 

cognitive/src/main/scala/com/microsoft/azure/synapse/ml/cognitive/form/FormRecognizerV3.scala

@@ -5,7 +5,7 @@ package com.microsoft.azure.synapse.ml.cognitive.form
 
 import com.microsoft.azure.synapse.ml.cognitive._
 import com.microsoft.azure.synapse.ml.cognitive.vision.{BasicAsyncReply, HasImageInput}
-import com.microsoft.azure.synapse.ml.logging.SynapseMLLogging
+import com.microsoft.azure.synapse.ml.logging.{FeatureNames, SynapseMLLogging}
 import com.microsoft.azure.synapse.ml.param.ServiceParam
 import org.apache.http.entity.{AbstractHttpEntity, ByteArrayEntity, ContentType, StringEntity}
 import org.apache.spark.ml.ComplexParamsReadable
@@ -38,7 +38,7 @@ class AnalyzeDocument(override val uid: String) extends CognitiveServicesBaseNoH
   with HasCognitiveServiceInput with HasInternalJsonOutputParser with BasicAsyncReply
   with HasPrebuiltModelID with HasPages with HasLocale with HasAPIVersion
   with HasImageInput with HasSetLocation with SynapseMLLogging with HasSetLinkedService {
-  logClass()
+  logClass(FeatureNames.AiServices.Anomaly)
 
   setDefault(apiVersion -> Left("2022-08-31"))
 

cognitive/src/main/scala/com/microsoft/azure/synapse/ml/cognitive/language/AnalyzeText.scala

@@ -5,7 +5,7 @@ package com.microsoft.azure.synapse.ml.cognitive.language
 
 import com.microsoft.azure.synapse.ml.cognitive._
 import com.microsoft.azure.synapse.ml.cognitive.text.{TADocument, TextAnalyticsAutoBatch}
-import com.microsoft.azure.synapse.ml.logging.SynapseMLLogging
+import com.microsoft.azure.synapse.ml.logging.{FeatureNames, SynapseMLLogging}
 import com.microsoft.azure.synapse.ml.param.ServiceParam
 import com.microsoft.azure.synapse.ml.stages.{FixedMiniBatchTransformer, FlattenBatch, HasBatchSize, UDFTransformer}
 import org.apache.http.entity.{AbstractHttpEntity, StringEntity}
@@ -127,7 +127,7 @@ class AnalyzeText(override val uid: String) extends CognitiveServicesBase(uid)
   with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation
   with HasAPIVersion with HasCountryHint with TextAnalyticsAutoBatch with HasBatchSize
   with AnalyzeTextTaskParameters with SynapseMLLogging {
-  logClass()
+  logClass(FeatureNames.AiServices.Language)
 
   def this() = this(Identifiable.randomUID("AnalyzeText"))
 

cognitive/src/main/scala/com/microsoft/azure/synapse/ml/cognitive/openai/OpenAIChatCompletion.scala

@@ -3,10 +3,9 @@
 
 package com.microsoft.azure.synapse.ml.cognitive.openai
 
-import com.microsoft.azure.synapse.ml.cognitive.{
-  CognitiveServicesBase, HasCognitiveServiceInput, HasInternalJsonOutputParser
-}
-import com.microsoft.azure.synapse.ml.logging.SynapseMLLogging
+import com.microsoft.azure.synapse.ml.cognitive.{CognitiveServicesBase, HasCognitiveServiceInput,
+  HasInternalJsonOutputParser}
+import com.microsoft.azure.synapse.ml.logging.{FeatureNames, SynapseMLLogging}
 import com.microsoft.azure.synapse.ml.param.AnyJsonFormat.anyFormat
 import org.apache.http.entity.{AbstractHttpEntity, ContentType, StringEntity}
 import org.apache.spark.ml.ComplexParamsReadable
@@ -24,7 +23,7 @@ object OpenAIChatCompletion extends ComplexParamsReadable[OpenAIChatCompletion]
 class OpenAIChatCompletion(override val uid: String) extends CognitiveServicesBase(uid)
   with HasOpenAITextParams with HasCognitiveServiceInput
   with HasInternalJsonOutputParser with SynapseMLLogging {
-  logClass()
+  logClass(FeatureNames.AiServices.OpenAI)
 
   val messagesCol: Param[String] = new Param[String](
     this, "messagesCol", "The column messages to generate chat completions for," +

cognitive/src/main/scala/com/microsoft/azure/synapse/ml/cognitive/openai/OpenAICompletion.scala

@@ -3,10 +3,9 @@
 
 package com.microsoft.azure.synapse.ml.cognitive.openai
 
-import com.microsoft.azure.synapse.ml.cognitive.{
-  CognitiveServicesBase, HasCognitiveServiceInput, HasInternalJsonOutputParser
-}
-import com.microsoft.azure.synapse.ml.logging.SynapseMLLogging
+import com.microsoft.azure.synapse.ml.cognitive.{CognitiveServicesBase,
+  HasCognitiveServiceInput, HasInternalJsonOutputParser}
+import com.microsoft.azure.synapse.ml.logging.{FeatureNames, SynapseMLLogging}
 import com.microsoft.azure.synapse.ml.param.AnyJsonFormat.anyFormat
 import org.apache.http.entity.{AbstractHttpEntity, ContentType, StringEntity}
 import org.apache.spark.ml.ComplexParamsReadable
@@ -23,7 +22,7 @@ object OpenAICompletion extends ComplexParamsReadable[OpenAICompletion]
 class OpenAICompletion(override val uid: String) extends CognitiveServicesBase(uid)
   with HasOpenAITextParams with HasPromptInputs with HasCognitiveServiceInput
   with HasInternalJsonOutputParser with SynapseMLLogging {
-  logClass()
+  logClass(FeatureNames.AiServices.OpenAI)
 
   def this() = this(Identifiable.randomUID("OpenAICompletion"))
 

cognitive/src/main/scala/com/microsoft/azure/synapse/ml/cognitive/openai/OpenAIEmbedding.scala

@@ -6,7 +6,7 @@ package com.microsoft.azure.synapse.ml.cognitive.openai
 import com.microsoft.azure.synapse.ml.cognitive.{CognitiveServicesBase, HasCognitiveServiceInput, HasServiceParams}
 import com.microsoft.azure.synapse.ml.core.contracts.HasInputCol
 import com.microsoft.azure.synapse.ml.io.http.JSONOutputParser
-import com.microsoft.azure.synapse.ml.logging.SynapseMLLogging
+import com.microsoft.azure.synapse.ml.logging.{FeatureNames, SynapseMLLogging}
 import com.microsoft.azure.synapse.ml.param.ServiceParam
 import org.apache.http.entity.{AbstractHttpEntity, ContentType, StringEntity}
 import org.apache.spark.ml.ComplexParamsReadable
@@ -24,7 +24,7 @@ object OpenAIEmbedding extends ComplexParamsReadable[OpenAIEmbedding]
 
 class OpenAIEmbedding (override val uid: String) extends CognitiveServicesBase(uid)
   with HasOpenAISharedParams with HasCognitiveServiceInput  with SynapseMLLogging {
-  logClass()
+  logClass(FeatureNames.AiServices.OpenAI)
 
   def this() = this(Identifiable.randomUID("OpenAIEmbedding"))
 

cognitive/src/main/scala/com/microsoft/azure/synapse/ml/cognitive/openai/OpenAIPrompt.scala

@@ -7,7 +7,7 @@ import com.microsoft.azure.synapse.ml.cognitive._
 import com.microsoft.azure.synapse.ml.core.contracts.HasOutputCol
 import com.microsoft.azure.synapse.ml.core.spark.Functions
 import com.microsoft.azure.synapse.ml.io.http.{ConcurrencyParams, HasErrorCol, HasURL}
-import com.microsoft.azure.synapse.ml.logging.SynapseMLLogging
+import com.microsoft.azure.synapse.ml.logging.{FeatureNames, SynapseMLLogging}
 import com.microsoft.azure.synapse.ml.param.StringStringMapParam
 import org.apache.spark.ml.param.{BooleanParam, Param, ParamMap, ParamValidators}
 import org.apache.spark.ml.util.Identifiable
@@ -26,7 +26,7 @@ class OpenAIPrompt(override val uid: String) extends Transformer
   with HasSubscriptionKey with HasAADToken with HasCustomAuthHeader
   with ComplexParamsWritable with SynapseMLLogging {
 
-  logClass()
+  logClass(FeatureNames.AiServices.OpenAI)
 
   def this() = this(Identifiable.randomUID("OpenAIPrompt"))
 

cognitive/src/main/scala/com/microsoft/azure/synapse/ml/cognitive/search/AzureSearch.scala

@@ -4,11 +4,11 @@
 package com.microsoft.azure.synapse.ml.cognitive.search
 
 import com.microsoft.azure.synapse.ml.cognitive.search.AzureSearchProtocol._
-import com.microsoft.azure.synapse.ml.cognitive.{CognitiveServicesBase,
-  HasCognitiveServiceInput, HasInternalJsonOutputParser, HasServiceParams}
+import com.microsoft.azure.synapse.ml.cognitive.{CognitiveServicesBase, HasCognitiveServiceInput,
+  HasInternalJsonOutputParser, HasServiceParams}
 import com.microsoft.azure.synapse.ml.io.http.{ErrorUtils, SimpleHTTPTransformer}
 import com.microsoft.azure.synapse.ml.io.powerbi.StreamMaterializer
-import com.microsoft.azure.synapse.ml.logging.SynapseMLLogging
+import com.microsoft.azure.synapse.ml.logging.{FeatureNames, SynapseMLLogging}
 import com.microsoft.azure.synapse.ml.stages.{FixedMiniBatchTransformer, HasBatchSize, Lambda}
 import org.apache.http.Consts
 import org.apache.http.entity.{AbstractHttpEntity, ContentType, StringEntity}
@@ -90,7 +90,7 @@ class AddDocuments(override val uid: String) extends CognitiveServicesBase(uid)
   with HasCognitiveServiceInput with HasInternalJsonOutputParser
   with HasActionCol with HasServiceName with HasIndexName with HasBatchSize
   with SynapseMLLogging {
-  logClass()
+  logClass(FeatureNames.AiServices.Search)
 
   def this() = this(Identifiable.randomUID("AddDocuments"))