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Upgrade to Datafusion v19 #263

Description

@jychen7

Background

Datafusion v19.rc1 by default turn on parallel scan on parquet files. ClickBench suggests almost 2x speed up in general.

Goal

Upgrade to Datafusion v19 .rc1

Note

can refererence to #242

cc @houqp , may need help on updating on https://github.com/delta-io/delta-rs and https://github.com/roapi/connector-x

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