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https://issues.apache.org/jira/browse/SPARK-34606?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17294423#comment-17294423
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Ondrej Kokes commented on SPARK-34606:
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I tried building HTML docs for PySpark 2.4.7 and the current master and here's 
the one-way diff (set(2.4.7) - set(master)).

missing docs
* build/html/pyspark.html
* build/html/pyspark.ml.html
* build/html/pyspark.mllib.html
* build/html/pyspark.sql.html
* build/html/pyspark.streaming.html

other pages not present (module code):
* build/html/_modules/pyspark/profiler.html
* build/html/_modules/pyspark/serializers.html
* build/html/_modules/pyspark/sql/catalog.html
* build/html/_modules/pyspark/sql/context.html
* build/html/_modules/pyspark/sql/udf.html
* build/html/_modules/pyspark/status.html
* build/html/_modules/pyspark/streaming/flume.html
* build/html/_modules/pyspark/streaming/kafka.html
* build/html/_modules/pyspark/streaming/listener.html

> New PySpark documentation has different URLs
> --------------------------------------------
>
>                 Key: SPARK-34606
>                 URL: https://issues.apache.org/jira/browse/SPARK-34606
>             Project: Spark
>          Issue Type: Bug
>          Components: Documentation, PySpark
>    Affects Versions: 3.1.1
>            Reporter: Ondrej Kokes
>            Priority: Minor
>
> The new documentation site moved some subsites to different URLs, notably the 
> PySpark API reference ([see 
> here|https://spark.apache.org/docs/latest/api/python/pyspark.sql.html]). 
> (Note the new `/reference/` bit in the new URL.)
> It's the first hit when you google "pyspark sql functions", you'll also get 
> there if you search for individual functions or modules (e.g. "pyspark 
> streaming").
> I looked through various JIRA tickets and pull requests, but couldn't find a 
> mention of this. Even the pull request introducing the new documentation site 
> mentions the only visible change to users is the design, not its location.
> Possible resolution:
> * let the links be refreshed by search engines and live with dead links in 
> various places (stack overflow, emails, bookmarks, ...)
> * identify the missing pages and provide a 301 redirects for these (could be 
> found in logs, google analytics, or maybe we can list all assets generated 
> before/now and diff them)
> * change sphinx configuration to result in identical links as before
> Links to potentially relevant tickets and PRs:
> * https://issues.apache.org/jira/browse/SPARK-31851
> * https://github.com/apache/spark/pull/29188
> * https://issues.apache.org/jira/browse/SPARK-32188



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