Add AWS ECS task run execution mode

[CarlosGitto]

Description

This PR introduces an AWS ECS operator that allows Cosmos to run dbt tasks in AWS ECS. This ensures that dbt executions are consistent with the existing Airflow DAGs running in ECS.

Similar to the Azure Container Instance execution mode, this enhancement provides an ECS-native execution mode for Cosmos users.

What changes?

• New AwsEcsOperator classes (inheriting from AbstractDbtBaseOperator) - Based on the original EcsRunTaskOperator
• Tests
• Adjusted documentation

Related Issue(s)

resolves #1355

Breaking Change?

No, just an added feature

Checklist

• I have made corresponding changes to the documentation (if required)
• I have added tests that prove my fix is effective or that my feature works

[netlify]

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[codecov]

Codecov Report

Attention: Patch coverage is 98.63014% with 1 line in your changes missing coverage. Please review.

Project coverage is 97.33%. Comparing base (24108f0) to head (9fa54a5).
Report is 3 commits behind head on main.

Files with missing lines	Patch %	Lines
cosmos/__init__.py	66.66%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #1507      +/-   ##
==========================================
+ Coverage   97.31%   97.33%   +0.02%     
==========================================
  Files          79       80       +1     
  Lines        4616     4689      +73     
==========================================
+ Hits         4492     4564      +72     
- Misses        124      125       +1     

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[tatiana]

Hi @CarlosGitto, this is a great contribution, thank you very much!

Some early feedback:

Code coverage

• Please, feel free to use # pragma: no cover in the import statements that codecov mentioned that are untested. This is one of the few exceptions we open to using # pragma: no cover . This should increase the current 85.50% of diff hit (target 97.05%).

Pre-commit

There were some minor linting details that pre-commit complained:

ix end of files..............................................................Failed
- hook id: end-of-file-fixer
- exit code: 1
- files were modified by this hook

Fixing docs/getting_started/aws-container-run-job.rst

trim trailing whitespace......................................................Failed
- hook id: trailing-whitespace
- exit code: 1
- files were modified by this hook

Fixing docs/getting_started/aws-container-run-job.rst

ruff..........................................................................Failed
- hook id: ruff
- files were modified by this hook

Found 1 error (1 fixed, 0 remaining).

black.........................................................................Failed
- hook id: black
- files were modified by this hook

reformatted cosmos/__init__.py

To learn more about how we use pre-commit, please, check https://github.com/astronomer/astronomer-cosmos/blob/c344eb4750f0269ecd267326373814abf56ec18e/docs/contributing.rst#pre-commit

I'm optimistic we'll be able to ship this as part of Cosmos 1.9 - we'll do a more thorough review in the upcoming days

[tatiana]

This looks great, @CarlosGitto , thank you very much for the contribution! We'll cut an alpha release tomorrow so you can try it out. The stable release is planned for the 14th