[jira] [Assigned] (SPARK-31735) Include all columns in the summary report

["Apache Spark (Jira)" <ji...@apache.org>]

     [ https://issues.apache.org/jira/browse/SPARK-31735?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Apache Spark reassigned SPARK-31735:
------------------------------------

    Assignee: Apache Spark

> Include all columns in the summary report
> -----------------------------------------
>
>                 Key: SPARK-31735
>                 URL: https://issues.apache.org/jira/browse/SPARK-31735
>             Project: Spark
>          Issue Type: Improvement
>          Components: Spark Core, SQL
>    Affects Versions: 2.4.5
>            Reporter: Fokko Driesprong
>            Assignee: Apache Spark
>            Priority: Major
>
> Dates and other columns are excluded:
>  
> {{from datetime import datetime, timedelta, timezone}}
> {{from pyspark.sql import types as T}}
> {{from pyspark.sql import Row}}
> {{from pyspark.sql import functions as F}}{{START = datetime(2014, 1, 1, tzinfo=timezone.utc)}}{{n_days = 22}}{{date_range = [Row(date=(START + timedelta(days=n))) for n in range(0, n_days)]}}{{schema = T.StructType([T.StructField(name="date", dataType=T.DateType(), nullable=False)])}}
> {{rdd = spark.sparkContext.parallelize(date_range)}}{{df = spark.createDataFrame(data=rdd, schema=schema)}}
> {{df.agg(F.max("date")).show()}}{{df.summary().show()}}
> {{+-------+}}
> {{|summary|}}
> {{+-------+}}
> {{| count |}}
> {{| mean  |}}
> {{| stddev|}}
> {{| min   |}}
> {{| 25%   |}}
> {{| 50%   |}}
> {{| 75%   |}}
> {{| max   |}}
> {{+-------+}}



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