[HUDI-7579] Functional index (on col stats) creation fails to process all files/partitions

• Type: Bug
• Status: Closed
• Priority: Major
• Resolution: Fixed
• Fix Version/s: 1.0.0-beta2, 1.0.0
• Component/s: index
• Labels: hudi-1.0.0-beta2 pull-request-available
• Epic Link: Indexing Functions
• Assignee: Unassigned
• Reporter: Vinaykumar Bhat
• Created: 09/Apr/24 09:59
• Updated: 1 week ago 02:51
• Resolved: 30/Apr/24 01:29

Description

Creating a functional index on an existing table fails to process all files and partitions of the table. The col-stats MDT partition ends up having an entry only for subset of files that belong to the table. An example follows.

 

The following create-table and inserts should create a table with 3 partitions (with each partition having one slice){}

    spark.sql(
     s"""
        |create table test_table(
        |  id int,
        |  name string,
        |  ts long,
        |  price int
        |) using hudi
        | options (
        |  primaryKey ='id',
        |  type = 'cow',
        |  preCombineField = 'ts',
        |  hoodie.metadata.record.index.enable = 'true',
        |  hoodie.datasource.write.recordkey.field = 'id'
        | )
        | partitioned by(price)
        | location '$basePath'
""".stripMargin)
   spark.sql(s"insert into test_table (id, name, ts, price) values(1, 'a1', 1000, 10)")
   spark.sql(s"insert into test_table (id, name, ts, price) values(2, 'a2', 200000, 100)")
   spark.sql(s"insert into test_table (id, name, ts, price) values(3, 'a3', 2000000000, 1000)")

Now create a functional index (using col stats) on this table. The col-stat in the MDT should have three entries (representing column level stats for 3 files). However, col stats only has one single entry (for one of the file).
 

var createIndexSql = s"create index idx_datestr on test_table using column_stats(ts) options(func='from_unixtime', format='yyyy-MM-dd')"

spark.sql(createIndexSql)
spark.sql(s"select key, type, ColumnStatsMetadata from hudi_metadata('test_table') where type = 3").show(false) 

As seen below, col-stats has only one entry for one of the file (and is missing statistics for two other files): *{32490467-702f-4bb4-81e8-91082da9baf0-0_0-28-66_20240409095623406.parquet, ts, {null, null, null, null, null, null,

{1970-01-01}, null, null, null, null}, {null, null, null, null, null, null, {1970-01-01}

, null, null, null, null}, 1, 0, 434874, 869748, false}*

 

 +------------------------------------------------+----+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
|key                                             |type|ColumnStatsMetadata                                                                                                                                                                                                                                                |
+------------------------------------------------+----+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
|oyTjviKHuhI=/vI1OU7mFjI=Ev9dj4Bf3S0TEjEiWebRSQ==|3   |{32490467-702f-4bb4-81e8-91082da9baf0-0_0-28-66_20240409095623406.parquet, ts, {null, null, null, null, null, null, {1970-01-01}, null, null, null, null}, {null, null, null, null, null, null, {1970-01-01}, null, null, null, null}, 1, 0, 434874, 869748, false}|
+------------------------------------------------+----+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

 
 

Issue Links

• is depended upon by: HUDI-7007 Integrate functional index using bloom filter on reader side
• links to: GitHub Pull Request #11020