Make hooks seedable and added instance-level properties

[ntgbaoo]

Summary / Description

This PR covered:

• Made requires and produces as instance-level variables for each hook
• Added id to each hook constructor
• Removed hack that forces the dedup hook always run at the end

Related Issues: #381

Type of Change

• Bug fix
• New feature
• Breaking Change
• Refactoring
• Documentation update

Test Evidence

Describe how this PR has been tested.

• Unit tests
• Integration tests
• Performance tests

Questions / Discussion Points

I will add this function to BaseDGHook:

    def add_attribute_to_batch(self, batch: DGBatch ,name: str, value: Any) -> None:
        """
        Add a new attribute to providede batch.

        If `id` is specified, the new attribute name will be appended with the given `id` as a suffix.
        """
        if self.id:
            name = f'{name}_{self.id}'
        setattr(batch, name, value)

I will refactor our code so we use this method every time we add a new attribute to the batch

This is a draft, and unit tests will be added to improve codecov.

[codecov]

Codecov Report

❌ Patch coverage is 98.33333% with 4 lines in your changes missing coverage. Please review.

Files with missing lines	Patch %	Lines
tgm/hooks/negatives.py	95.77%	3 Missing ⚠️
tgm/hooks/dedup.py	95.83%	1 Missing ⚠️

📢 Thoughts on this report? Let us know!

[Jacob-Chmura]

I've done a pass and left some thoughts on the design. The directions looks good but there are some details to iron out.

[shenyangHuang]

Overall looks good, some comments to address

[shenyangHuang]

looks good, thanks Bao