Forked from satendrakumar/DataFrameWithFileName.scala
Created
April 15, 2020 03:22
-
-
Save yaravind/414d1c2c0d41d7a213f9eafd1924df27 to your computer and use it in GitHub Desktop.
Add file name as Spark DataFrame column
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
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" | |
) | |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment