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feat: Support Choosing Fabric WSPL FQDN by lhrotk · Pull Request #2376 · microsoft/SynapseML · GitHub
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feat: Support Choosing Fabric WSPL FQDN #2376

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Merged
Mark Hamilton (mhamilton723) merged 4 commits into from
Jun 9, 2025
Merged

feat: Support Choosing Fabric WSPL FQDN #2376

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3822ba9
support use fabric wspl fqdn
mslhrotk May 20, 2025
51862bf
use scala read
mslhrotk May 21, 2025
0e1d94a
fix return
mslhrotk Jun 6, 2025
a7b0516
Merge branch 'master' into cl/support-fabric-wspl
mhamilton723 Jun 9, 2025
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91 changes: 69 additions & 22 deletions core/src/main/scala/com/microsoft/azure/synapse/ml/fabric/FabricClient.scala
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Original file line number Diff line number Diff line change
Expand Up @@ -3,44 +3,32 @@

package com.microsoft.azure.synapse.ml.fabric

import spray.json.DefaultJsonProtocol.StringJsonFormat
import spray.json.JsValue
import spray.json.DefaultJsonProtocol.{StringJsonFormat, mapFormat}
import spray.json._

import java.net.{MalformedURLException, URL}
import java.util.UUID
import scala.io.Source

object FabricClient extends RESTUtils {
private val PbiGlobalServiceEndpoints = Map(
"public" -> "https://api.powerbi.com/",
"fairfax" -> "https://api.powerbigov.us",
"mooncake" -> "https://api.powerbi.cn",
"blackforest" -> "https://app.powerbi.de",
"msit" -> "https://api.powerbi.com/",
"prod" -> "https://api.powerbi.com/",
"int3" -> "https://biazure-int-edog-redirect.analysis-df.windows.net/",
"dxt" -> "https://powerbistagingapi.analysis.windows.net/",
"edog" -> "https://biazure-int-edog-redirect.analysis-df.windows.net/",
"dev" -> "https://onebox-redirect.analysis.windows-int.net/",
"console" -> "http://localhost:5001/",
"daily" -> "https://dailyapi.powerbi.com/")

private val WorkloadEndpointTypeML = "ML";
private val WorkloadEndpointTypeLLMPlugin = "LlmPlugin"
private val WorkloadEndpointTypeAutomatic = "Automatic"
private val WorkloadEndpointTypeRegistry = "Registry"
private val WorkloadEndpointTypeAdmin = "MLAdmin"
private val ContextFilePath = "/home/trusted-service-user/.trident-context";
private val SparkConfPath = "/opt/spark/conf/spark-defaults.conf";
private val ClusterInfoPath = "/opt/health-agent/conf/cluster-info.json";

lazy val CapacityID: Option[String] = getCapacityID;
lazy val WorkspaceID: Option[String] = getWorkspaceID;
lazy val ArtifactID: Option[String] = getArtifactID;
lazy val PbiEnv: String = getPbiEnv;
lazy val FabricContext: Map[String, String] = getFabricContextFile;
lazy val MLWorkloadHost: Option[String] = getMLWorkloadHost;
lazy val WorkspacePeEnabled: Boolean = getWorkspacePeEnabled;

lazy val PbiSharedHost: String = getPbiSharedHost;
lazy val PbiSharedHost: Option[String] = getPbiSharedHost;
lazy val MLWorkloadEndpointML: String = getMLWorkloadEndpoint(WorkloadEndpointTypeML);
lazy val MLWorkloadEndpointLLMPlugin: String = getMLWorkloadEndpoint(WorkloadEndpointTypeLLMPlugin);
lazy val MLWorkloadEndpointAutomatic: String = getMLWorkloadEndpoint(WorkloadEndpointTypeAutomatic);
Expand Down Expand Up @@ -81,7 +69,22 @@ object FabricClient extends RESTUtils {
}

private def getMLWorkloadHost: Option[String] = {
extractSchemeAndHost(FabricContext.get("trident.lakehouse.tokenservice.endpoint"))
if (WorkspacePeEnabled) {
getMLWorkloadPEHost
} else {
extractSchemeAndHost(FabricContext.get("trident.lakehouse.tokenservice.endpoint"))
}
}

private def getMLWorkloadPEHost: Option[String] = {
WorkspaceID.map { wsId =>
val cleanedWsId = wsId.toLowerCase.replace("-", "")
val envMark = PbiEnv match {
case "daily" | "dxt" | "msit" => s"$PbiEnv-"
case _ => ""
}
s"https://${cleanedWsId}.z${cleanedWsId.take(2)}.${envMark}c.fabric.microsoft.com"
}
}

private def readFabricContextFile(): Map[String, String] = {
Expand Down Expand Up @@ -120,6 +123,25 @@ object FabricClient extends RESTUtils {
}
}

private def readClusterMetadata(): Map[String, String] = {
val source = Source.fromFile(ClusterInfoPath)
try {
val jsonString = try source.mkString finally source.close()
val jsValue = jsonString.parseJson
val clusterMetadataJson = jsValue.asJsObject.fields("cluster_metadata")
clusterMetadataJson.convertTo[Map[String, String]]
} catch {
case _: Exception => Map.empty[String, String]
} finally {
source.close()
}
}

private def getWorkspacePeEnabled: Boolean = {
val metadata = readClusterMetadata()
metadata.get("workspace-pe-enabled").exists(_.equalsIgnoreCase("true"))
}

private def getHeaders: Map[String, String] = {
Map(
"Authorization" -> s"${getMLWorkloadAADAuthHeader}",
Expand All @@ -129,10 +151,35 @@ object FabricClient extends RESTUtils {
)
}

private def getPbiSharedHost: String = {
val clusterDetailUrl = s"${PbiGlobalServiceEndpoints(PbiEnv)}powerbi/globalservice/v201606/clusterDetails";
val headers = getHeaders;
usageGet(clusterDetailUrl, headers).asJsObject.fields("clusterUrl").convertTo[String];
private def getPbiSharedHost: Option[String] = {
if (WorkspacePeEnabled) {
getPEPbiSharedHost
} else {
val endpoint = FabricContext.get("spark.trident.pbiHost") match {
case Some(value) if value.nonEmpty =>
value.replace("https://", "").replace("http://", "")
case _ =>
PbiEnv match {
case "edog" => "powerbiapi.analysis-df.windows.net"
case "daily" => "dailyapi.fabric.microsoft.com"
case "dxt" => "dxtapi.fabric.microsoft.com"
case "msit" => "msitapi.fabric.microsoft.com"
case _ => "api.fabric.microsoft.com"
}
}
Some("https://" + endpoint)
}
}

private def getPEPbiSharedHost: Option[String] = {
WorkspaceID.map { wsId =>
val cleanedWsId = wsId.toLowerCase.replace("-", "")
val envMark = PbiEnv match {
case "daily" | "dxt" | "msit" => PbiEnv
case _ => ""
}
s"https://${cleanedWsId}.z${cleanedWsId.take(2)}.w.${envMark}api.fabric.microsoft.com"
}
}

private def getMLWorkloadEndpoint(endpointType: String): String = {
Expand Down