feat(ingest): sql parsing aggregator

[hsheth2]

• Adds the SqlParsingAggregator class, which supports temp tables and query IDs. Also has built-in support for good reporting and for dumping queries to a file for debugging
• Adds query fingerprinting
• Moves sqlglot_lineage related stuff into the datahub.sql_parsing subpackage and refactors the massive file it into multiple smaller ones.
• Adds a SchemaResolverInterface type and a with_temp_tables method
• Adds an ordered set utility class
• Fix a bug in sqlglot_lineage where INSERT INTO table (a, b) AS SELECT would register the inserted table as an input instead of an output.
• Fixes some bugs in the FileBackedDict implementation + adds a for_mutation method

I probably should've split this into multiple PRs, but it's too annoying to do now.

Checklist

• The PR conforms to DataHub's Contributing Guideline (particularly Commit Message Format)
• Links to related issues (if applicable)
• Tests for the changes have been added/updated (if applicable)
• Docs related to the changes have been added/updated (if applicable). If a new feature has been added a Usage Guide has been added for the same.
• For any breaking change/potential downtime/deprecation/big changes an entry has been made in Updating DataHub

[treff7es]

I think this would be nice as const or enum