Add bit and bool aggregate functions

[huangguasky]

What changes were proposed in this pull request?

Add built-in aggregate functions for issue #793:

• Implement BIT_AND for integer inputs.
• Implement BIT_OR for integer inputs.
• Implement BOOL_AND for boolean inputs.
• Register the new aggregate functions in BuildInSqlFunctionTable.
• Wire the new functions into runtime UDAF resolution.
• Add unit tests and an SQL aggregate test resource covering multi-row aggregation.

How was this PR tested?

• Tests have Added for the changes
• Production environment verified

Validated with:

• mvn -pl geaflow/geaflow-dsl/geaflow-dsl-plan -am '-Dtest=org.apache.geaflow.dsl.udf.agg.UDAFTest' '-Dsurefire.failIfNoSpecifiedTests=false' test
• mvn -pl geaflow/geaflow-dsl/geaflow-dsl-runtime -am '-DskipTests' compile

Note: the targeted runtime SQL test command for AggregateTest#testAggregate_013 timed out locally before producing a surefire report.

Fixes #793