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June 7, 2017 22:09
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Spark Connector for Cosmos DB to Mongo container
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// | |
// Spark Connector for Cosmos DB to Mongo container | |
// This gist provides an example of how to connect to Spark Connector for Cosmos DB to a Mongo container | |
// | |
// How to start spark-shell | |
// spark-shell --master yarn --jars /home/sshuser/jars/0.0.3c_1.12/azure-cosmosdb-spark-0.0.3-SNAPSHOT.jar,/home/sshuser/jars/0.0.3c_1.12/azure-documentdb-1.12.0-SNAPSHOT.jar | |
// | |
// Import Necessary Libraries | |
import org.joda.time._ | |
import org.joda.time.format._ | |
import com.microsoft.azure.cosmosdb.spark.schema._ | |
import com.microsoft.azure.cosmosdb.spark._ | |
import com.microsoft.azure.cosmosdb.spark.config.Config | |
// Maps | |
val baseConfigMap = Map( | |
"Endpoint" -> "https://$mongo-container$.documents.azure.com:443/", | |
"Masterkey" -> "$secret key$", | |
"Database" -> "$database name$", | |
"Collection" -> "$collection name$", | |
"SamplingRatio" -> "1.0", | |
"schema_samplesize" -> "1000" | |
) | |
// Config | |
val baseConfig = Config(baseConfigMap) | |
// Create collection connection | |
val mongoCntr = spark.sqlContext.read.cosmosDB(baseConfig) | |
mongoCntr.createOrReplaceTempView("mongoContainer") | |
// show data | |
mongoCntr.show() | |
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