Use statistics in Faker CTAS

[nineinchnick]

Description

Use statistics when using CREATE TABLE AS SELECT in the Faker connector to:

• set the default_limit table property to the estimated number of rows from the source table
• set the min and max column properties based on the statistics
• detect high-cardinality integer columns and use sequences for them
• detect low-cardinality columns and generate dictionaries to select values from

Additional context and related issues

Previous attempt #24098 was abandoned after #24147 was reported. This time we only use views for sequence columns, and if this is not very useful, we can avoid creating the views automatically. Or this could be yet another column property.

Release notes

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## Faker
* Use statistics when using `CREATE TABLE AS SELECT` in the Faker connector. ({issue}`issuenumber`)

[nineinchnick]

@raunaqmorarka this is the last one, I promise :-)

[nineinchnick]

@raunaqmorarka and @losipiuk this is ready for a review. It's the last one about Faker, I don't have anything else planned for it.

[nineinchnick]

@raunaqmorarka @losipiuk a gentle reminder

[raunaqmorarka]

please squash the fixups

[nineinchnick]

I messed up squashing the fixups yesterday, it was too late in the day. I'll clean up the commits and let you know when it's ready.

[mosabua]

Should we somehow document this? I kinda think yes, assuming it affects the shape of the random data generated .. maybe in a specific section about CTAS in the SQL support section of the connector docs

[nineinchnick]

Yes. The usage section only shows create table like, and we can add a paragraph about create table as select and explain what's the difference.
https://trino.io/docs/current/connector/faker.html#usage

[mosabua]

Will you send a PR @nineinchnick ? Also .. if you add a little section for dedicated for CTAS we should link to it from the SQL support statement list, see also...