Haejoon Lee created SPARK-39253:
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             Summary: Improve PySpark API reference to be more readable
                 Key: SPARK-39253
                 URL: https://issues.apache.org/jira/browse/SPARK-39253
             Project: Spark
          Issue Type: Test
          Components: Documentation, PySpark
    Affects Versions: 3.3.0
            Reporter: Haejoon Lee


Currently, the PySpark documentation especially ["Spark SQL" 
part|https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql.html#]
 is not-well organized so it's a bit uncomfortable to be read.

For example, the 
[pyspark.sql.SparkSession|https://spark.apache.org/docs/latest/api/python/reference/api/pyspark.sql.SparkSession.html]
 class shows every available method its sub-contents, but 
pyspark.sql.DataFrameReader doesn't have it's top-level class and available 
methods.

We might need to refine the document to make it more readable so that users can 
easily find the methods they want.



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