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Add file name as Spark DataFrame column
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import org.apache.spark.sql.functions._ | |
import org.apache.spark.sql.SparkSession | |
object DataFrameWithFileNameApp extends App { | |
val spark: SparkSession = | |
SparkSession | |
.builder() | |
.appName("DataFrameApp") | |
.config("spark.master", "local[*]") | |
.getOrCreate() | |
val csvFileDF = spark.read.format("csv") | |
.option("header", "true") | |
.option("delimiter", ",") | |
.load("""src/test/resources/csv/emp.csv""") | |
spark.udf.register("get_file_name", (path: String) => path.split("/").last.split("\\.").head) | |
csvFileDF.withColumn("fileName", callUDF("get_file_name", input_file_name())).show() | |
spark.close() | |
} | |
//emp.csv | |
id,name,age,salary | |
1,jon,26,12.2 | |
2,sam,29,24.4 | |
3,rom,21,2.5 | |
<=============output============> | |
+---+----+---+------+--------+ | |
| id|name|age|salary|fileName| | |
+---+----+---+------+--------+ | |
| 1| jon| 26| 12.2| emp| | |
| 2| sam| 29| 24.4| emp| | |
| 3| rom| 21| 2.5| emp| | |
+---+----+---+------+--------+ | |
//sbt dependecies | |
libraryDependencies ++= Seq( | |
"org.apache.spark" %% "spark-sql" % "2.1.0" | |
) | |
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