feat: TextAnalytics SDK connector POC

Co-authored-by: Assaf Israel <assafi@microsoft.com>
Co-authored-by: Assaf Israel <assaf.israel@microsoft.com>
Co-authored-by: Samantha Konigsberg <t-samanthak@microsoft.com>
Co-authored-by: victoriajmicrosoft <victoriajmicrosoft@users.noreply.github.com>
Co-authored-by: Suhas Mehta <suhas.mehta@microsoft.com>
Co-authored-by: Preeti Pidatala <t-ppidatala@microsoft.com>

build.sbt

@@ -22,6 +22,7 @@ val excludes = Seq(
 )
 
 val coreDependencies = Seq(
+  "com.fasterxml.jackson.module" %% "jackson-module-scala" % "2.12.3",
   "org.apache.spark" %% "spark-core" % sparkVersion % "compile",
   "org.apache.spark" %% "spark-mllib" % sparkVersion % "compile",
   "org.apache.spark" %% "spark-avro" % sparkVersion % "provided",
@@ -312,7 +313,8 @@ lazy val cognitive = (project in file("cognitive"))
     libraryDependencies ++= Seq(
       "com.microsoft.cognitiveservices.speech" % "client-sdk" % "1.14.0",
       "com.azure" % "azure-storage-blob" % "12.8.0", // can't upgrade higher due to conflict with jackson-databind
-),
+      "com.azure" % "azure-ai-textanalytics" % "5.1.4",
+    ),
     resolvers += speechResolver,
     name := "synapseml-cognitive"
   ): _*)

cognitive/src/main/scala/com/microsoft/azure/synapse/ml/cognitive/CognitiveServiceBase.scala

@@ -269,7 +269,7 @@ trait HasSetLocation extends Wrappable with HasURL with HasUrlPath {
 }
 
 abstract class CognitiveServicesBaseNoHandler(val uid: String) extends Transformer
-  with HTTPParams with HasOutputCol
+  with ConcurrencyParams with HasOutputCol
   with HasURL with ComplexParamsWritable
   with HasSubscriptionKey with HasErrorCol with BasicLogging {
 

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

@@ -115,7 +115,7 @@ trait MADHttpRequest extends HasURL with HasSubscriptionKey with HasAsyncReply {
 
 trait MADBase extends HasOutputCol
   with MADHttpRequest with HasSetLocation with HasInputCols
-  with HTTPParams with ComplexParamsWritable with Wrappable
+  with ConcurrencyParams with ComplexParamsWritable with Wrappable
   with HasSubscriptionKey with HasErrorCol with BasicLogging {
 
   val startTime = new Param[String](this, "startTime", "A required field, start time" +

cognitive/src/main/scala/com/microsoft/azure/synapse/ml/cognitive/TextAnalytics.scala

@@ -25,10 +25,8 @@ import java.net.URI
 import java.util
 import scala.collection.JavaConverters._
 
-abstract class TextAnalyticsBase(override val uid: String) extends CognitiveServicesBaseNoHandler(uid)
-  with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation
-  with HasSetLinkedService {
 
+trait TextAnalyticsInputParams extends HasServiceParams {
   val text = new ServiceParam[Seq[String]](this, "text", "the text in the request body", isRequired = true)
 
   def setTextCol(v: String): this.type = setVectorParam(text, v)
@@ -48,7 +46,13 @@ abstract class TextAnalyticsBase(override val uid: String) extends CognitiveServ
 
   def setLanguage(v: String): this.type = setScalarParam(language, Seq(v))
 
-  setDefault(language -> Left(Seq("en")))
+  //setDefault(language -> Left(Seq("en")))
+
+}
+
+abstract class TextAnalyticsBase(override val uid: String) extends CognitiveServicesBaseNoHandler(uid)
+  with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation
+  with HasSetLinkedService with TextAnalyticsInputParams {
 
   protected def innerResponseDataType: StructType =
     responseDataType("documents").dataType match {