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StatisticsV2: statistics framework redesign for Datafusion #57

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Rationale for this change

https://synnada.notion.site/Redesigning-and-Enhancing-the-Statistics-Framework-in-Datafusion-16bf46d2dab180448272dbbd1d1f7cea

What changes are included in this PR?

This patch introduces a Statistics v.2 framework with following main points:

  • transition to enum-based struct to support of multiple distribution types;
  • tree-based stats calculation and propagation;

Are these changes tested?

Unit-tests are included
TODO: integration tests.

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