Replace boto3 with numpy

[diegolovison]

The issue resolved by this Pull Request:

Resolves https://issues.redhat.com/browse/RHOAIENG-13915

Description of your changes:

Explanation of pip download and pip install

• pip download: This command fetches packages and their dependencies without installing them. It is crucial that the version of Python for which the packages are downloaded matches the version in the target runtime environment. If you run pip download in an environment with Python 3.9, but your target system uses Python 3.10, there could be incompatibilities.

• pip install: This installs the downloaded packages into the runtime environment. Without a Dockerfile, installation can be influenced by the host environment’s Python version, leading to mismatches between the development, testing, and production environments.

1. Replacement of boto3 with numpy. It has low dependency artifacts.

2. Environment-Agnostic Package Management:

   • Download packages for multiple Python versions (3.9, 3.10, 3.11, 3.12), ensuring compatibility with different runtime environments.

3. Dockerfile and Shell Script Updates:

   • This makes the process more reliable by standardizing the environment, making it easier to manage dependencies for pipelines.

Dockerfile

By using Docker, we create a containerized environment where the Python version is explicitly defined, making the process environment agnostic. The Docker container ensures that no matter where the code runs, the same Python version and packages are used, avoiding discrepancies between development machines, CI/CD pipelines, and production.

This solves the problems with pip download and pip install ( as described above )

Testing instructions

Not needed. It was done by GHA

Checklist

• The commits are squashed in a cohesive manner and have meaningful messages.
• Testing instructions have been added in the PR body (for PRs involving changes that are not immediately obvious).
• The developer has manually tested the changes and verified that the changes work

[openshift-ci]

@diegolovison: The following test failed, say /retest to rerun all failed tests or /retest-required to rerun all mandatory failed tests:

Test name	Commit	Details	Required	Rerun command
ci/prow/integration-test-odh-dspo	148d64e	link	true	/test integration-test-odh-dspo

Full PR test history. Your PR dashboard.

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[HumairAK]

/lgtm
/approve

[openshift-ci]

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: HumairAK

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[HumairAK]

openshift-ci test failures look unrelated, ignoring this for now