feat: implement StringColumn using StringViewArray

[andylokandy]

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Summary

Use StringViewArray to replace StringArray in memory column format

Performance of string view in kernels:

filter benchmark scripts:

create or replace table test_filter (
 ss string not null comment 'short_str',   
 ms string not null comment 'medium_str',  
 ls string not null comment 'long_str',    
 number int64 not null
) Engine = Memory;


insert into test_filter select repeat('a',  number % 12 + 1), repeat('a',  number % 200 + 1),  repeat( substr( rand()::string, 3, 1) ,  500), number from numbers(10000000);


strs=("ss" "ms" "ls")
for str in "${strs[@]}"; do
  for i in 5 50 95; do
    echo "select $str from test_filter where number % 100 <= $i ignore_result;" | bendsql --time
  done
done

compact

cargo bench -- "take_compact_"

compact

cargo bench -- "concat_"

Performance of comparison should be improved in another PR.

Tests

• Unit Test
• Logic Test
• Benchmark Test
• No Test - Explain why

Type of change

• Bug Fix (non-breaking change which fixes an issue)
• New Feature (non-breaking change which adds functionality)
• Breaking Change (fix or feature that could cause existing functionality not to work as expected)
• Documentation Update
• Refactoring
• Performance Improvement
• Other (please describe):

---

This change is 

depends on arrow-udf/arrow-udf#78

[sundy-li]

need to finish the datatype matches.

#[cfg(feature = "arrow")]
impl From<DataType> for arrow_schema::DataType {

#[cfg(feature = "arrow")]
impl From<arrow_schema::DataType> for DataType {

[github-actions]

Docker Image for PR

• tag: pr-16610-5ded4ab-1731028380

note: this image tag is only available for internal use,
please check the internal doc for more details.

[github-actions]

ClickBench Report

• hits: https://benchmark.databend.com/clickbench/pr/16610/11733802627/hits.html
• tpch: https://benchmark.databend.com/clickbench/pr/16610/11733802627/tpch.html

[github-actions]

ClickBench Report

• hits: https://benchmark.databend.com/clickbench/pr/16610/11733802627/hits.html
• tpch: https://benchmark.databend.com/clickbench/pr/16610/11733802627/tpch.html

[sundy-li]

hits: benchmark.databend.com/clickbench/pr/16610/11733802627/hits.html
tpch: benchmark.databend.com/clickbench/pr/16610/11733802627/tpch.html

Rerun the TPCH tests in large warehouse with (CI and bendsql).
The previous result is not stable due to env.

This pr is large enough and did not introduce breaking changes, let's merge it and imporve later.