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https://issues.apache.org/jira/browse/SPARK-31735?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17109148#comment-17109148
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Apache Spark commented on SPARK-31735:
--------------------------------------
User 'Fokko' has created a pull request for this issue:
https://github.com/apache/spark/pull/28554
> 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
> 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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