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// spark-shell | |
import org.apache.hudi.QuickstartUtils._ | |
import scala.collection.JavaConversions._ | |
import org.apache.spark.sql.SaveMode._ | |
import org.apache.hudi.DataSourceReadOptions._ | |
import org.apache.hudi.DataSourceWriteOptions._ | |
import org.apache.hudi.config.HoodieWriteConfig._ | |
import org.apache.spark.sql.types._ | |
import org.apache.spark.sql.Row | |
val tableName = "hudi_trips_cow1" | |
val basePath = "/tmp/hudi_trips_cow1" | |
val schema = StructType( Array( | |
StructField("rowId", StringType,true), | |
StructField("partitionId", StringType,true), | |
StructField("preComb", LongType,true), | |
StructField("name", StringType,true), | |
StructField("versionId", StringType,true), | |
StructField("toBeDeletedStr", StringType,true), | |
StructField("intToLong", IntegerType,true), | |
StructField("longToInt", LongType,true) | |
)) | |
val data0 = Seq(Row("row_1", "2021-01-01",0L,"bob","v_0","toBeDel0",0,1000000L), | |
Row("row_2", "2021-01-01",0L,"john","v_0","toBeDel0",0,1000000L), | |
Row("row_3", "2021-01-01",0L,"tom","v_0","toBeDel0",0,1000000L)) | |
var dfFromData0 = spark.createDataFrame(data0,schema) | |
dfFromData0.write.format("hudi"). | |
options(getQuickstartWriteConfigs). | |
option(PRECOMBINE_FIELD_OPT_KEY, "preComb"). | |
option(RECORDKEY_FIELD_OPT_KEY, "rowId"). | |
option(PARTITIONPATH_FIELD_OPT_KEY, "partitionId"). | |
option("hoodie.datasource.write.hive_style_partitioning","true"). | |
option(TABLE_NAME, tableName). | |
option("hoodie.index.type","SIMPLE"). | |
option(OPERATION_OPT_KEY, "insert"). | |
option("hoodie.datasource.hive_sync.mode","hms"). | |
option("hoodie.datasource.hive_sync.database","testdb"). | |
option("hoodie.datasource.hive_sync.table","testtable1"). | |
option("hoodie.datasource.hive_sync.partition_fields","partitionId"). | |
option("hoodie.datasource.hive_sync.enable","true"). | |
option("hoodie.datasource.write.drop.partition.columns","true"). | |
mode(Overwrite). | |
save(basePath) | |
val tripsSnapshotDF = spark.read.format("hudi").load(basePath) | |
tripsSnapshotDF.createOrReplaceTempView("hudi_tbl") | |
spark.sql("desc hudi_tbl").show() | |
spark.sql("select * from hudi_tbl limit 3").show() | |
spark.sql("desc testdb.testtable").show() |
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