comphead commented on code in PR #125: URL: https://github.com/apache/arrow-datafusion-comet/pull/125#discussion_r1505238886
########## README.md: ########## @@ -58,3 +58,49 @@ Linux, Apple OSX (Intel and M1) - Apache Spark 3.2, 3.3, or 3.4 - JDK 8 and up - GLIBC 2.17 (Centos 7) and up + +## Getting started + +Make sure the requirements above are met and software installed on your machine + +### Clone repo +```commandline +git clone https://github.com/apache/arrow-datafusion-comet.git +``` + +### Specify the Spark version and build the Comet +Spark 3.4 used for the example. +``` +cd arrow-datafusion-comet +make release PROFILES="-Pspark-3.4" +``` + +### Run Spark with Comet enabled +Make sure `SPARK_HOME` points to the same Spark version as Comet has built for. + +``` +$SPARK_HOME/bin/spark-shell --jars spark/target/comet-spark-spark3.4_2.12-0.1.0-SNAPSHOT.jar \ +--conf spark.sql.extensions=org.apache.comet.CometSparkSessionExtensions \ +--conf spark.comet.enabled=true \ +--conf spark.comet.exec.enabled=true \ +--conf spark.comet.exec.all.enabled=true +``` + +### Verify Comet enabled for Spark SQL query + +Create a test Parquet source +```scala +scala> (0 until 10).toDF("a").write.mode("overwrite").parquet("/tmp/test") +``` + +Query the data from the test source and check: +- INFO message shows the native Comet library has been initialized. +- The query plan reflects Comet operators being used for this query instead of Spark ones +```scala +scala> spark.read.parquet("/tmp/test").createOrReplaceTempView("t1"); spark.sql("select * from t1 where a > 5").explain +INFO src/lib.rs: Comet native library initialized +== Physical Plan == + *(1) ColumnarToRow + +- CometFilter [a#14], (isnotnull(a#14) AND (a#14 > 5)) ++- CometScan parquet [a#14] Batched: true, DataFilters: [isnotnull(a#14), (a#14 > 5)], Format: CometParquet, Location: InMemoryFileIndex(1 paths)[file:/tmp/test], PartitionFilters: [], PushedFilters: [IsNotNull(a), GreaterThan(a,5)], ReadSchema: struct<a:int> Review Comment: Filed https://github.com/apache/arrow-datafusion-comet/pull/128 -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
