Feature: Add stats about clustering status

[ZhiHanZ]

Summary
Currently we support data compaction and cluster by some keys, it could be helpful for us to validate the clustering by providing some stats.
For example:

1. Disk usage per column
2. Clustering percentages
3. Partition density
4. Cluster depth by column

Tasks:

• feat: add clustering_history system table #7447

[zhyass]

@ZhiHanZ ，There is clustering_information. I don't know if it can meet the demand. Reference: https://docs.snowflake.com/en/sql-reference/functions/automatic_clustering_history.html

-- create table
create table t(a int, b int) cluster by(a+1);

-- insert some data to t
insert into t values(1,1),(3,3);
insert into t values(2,2),(5,5);
insert into t values(4,4);

select * from clustering_information('default','t');
+-----------------+-------------------+----------------------------+------------------+---------------+-----------------------+
| cluster_by_keys | total_block_count | total_constant_block_count | average_overlaps | average_depth | block_depth_histogram |
+-----------------+-------------------+----------------------------+------------------+---------------+-----------------------+
| ((a + 1))       |                 3 |                          1 |           1.3333 |           2.0 | {"00002":3}           |
+-----------------+-------------------+----------------------------+------------------+---------------+-----------------------+

Snowflake also has an automatic_clustering_history. maybe we can achieve this function?

AUTOMATIC_CLUSTERING_HISTORY(
      [ DATE_RANGE_START => <constant_expr> ]
      [ , DATE_RANGE_END => <constant_expr> ]
      [ , TABLE_NAME => '<string>' ] )