Hudi Clustering

0

I am using EMR 6.6.0, which has hudi 10.1. I am trying to bulkinsert and do inline clustering using Hudi. But seems its not clustering the file as per file size being mentioned. But it is still producing the files in KB only.

I tried below configuration:

hudi_clusteringopt = { 'hoodie.table.name': 'myhudidataset_upsert_legacy_new7', 'hoodie.datasource.write.recordkey.field': 'id', 'hoodie.datasource.write.partitionpath.field': 'creation_date', 'hoodie.datasource.write.precombine.field': 'last_update_time', 'hoodie.datasource.hive_sync.enable': 'true', 'hoodie.datasource.hive_sync.database': 'my_hudi_db', 'hoodie.datasource.hive_sync.table': 'myhudidataset_upsert_legacy_new7', 'hoodie.datasource.hive_sync.partition_fields': 'creation_date', 'hoodie.datasource.hive_sync.partition_extractor_class': 'org.apache.hudi.hive.MultiPartKeysValueExtractor', "hoodie.datasource.write.hive_style_partitioning": "true", "hoodie.datasource.write.operation": "bulk_insert", }

"hoodie.datasource.write.operation": "bulk_insert",

try:

inputDF.write.format("org.apache.hudi"). \
        options(**hudi_clusteringopt). \
        option("hoodie.parquet.small.file.limit", "0"). \
        option("hoodie.clustering.inline", "true"). \
        option("hoodie.clustering.inline.max.commits", "0"). \
        option("hoodie.clustering.plan.strategy.target.file.max.bytes", "1073741824"). \
        option("hoodie.clustering.plan.strategy.small.file.limit", "629145600"). \
        option("hoodie.clustering.plan.strategy.sort.columns", "pk_col"). \
        mode('append'). \
        save("s3://xxxxxxxxxxxxxx");

except Exception as e: print(e)

Here is the data set if someone wants to regenerate:

inputDF = spark.createDataFrame( [ ("1001",1001, "2015-01-01", "2015-01-01T13:51:39.340396Z"), ("1011",1011, "2015-01-01", "2015-01-01T12:14:58.597216Z"), ("1021",1021, "2015-01-01", "2015-01-01T13:51:40.417052Z"), ("1031",1031, "2015-01-01", "2015-01-01T13:51:40.519832Z"), ("1041",1041, "2015-01-02", "2015-01-01T12:15:00.512679Z"), ("1051",1051, "2015-01-02", "2015-01-01T13:51:42.248818Z"), ], ["id","id_val", "creation_date", "last_update_time"] )

AWS
Zahid
preguntada hace 2 años471 visualizaciones
1 Respuesta
0

Not certain, but I would give this parameter a try next:
"hoodie.copyonwrite.record.size.estimate" (https://hudi.apache.org/docs/configurations/#hoodiecopyonwriterecordsizeestimate)

This is the parameter I use to assist with file sizing. The lower you set it the larger the files. The documentation mentions this should be automatically determined but I've always had to manually tune this parameter to avoid small files.

tjtoll
respondido hace 2 años
  • I tried with EMR but its not updating the file size

No has iniciado sesión. Iniciar sesión para publicar una respuesta.

Una buena respuesta responde claramente a la pregunta, proporciona comentarios constructivos y fomenta el crecimiento profesional en la persona que hace la pregunta.

Pautas para responder preguntas