Add memory component to Python benchmarking script

[FabijanC]

Usage related changes

• None

Development related changes

• Documentation updates related to the new functionality
• Documentation improvements after feat: Add memory performance tests #439

Checklist:

• Checked out the contribution guidelines
• Applied formatting - ./scripts/format.sh
• No linter errors - ./scripts/clippy_check.sh
• No unused dependencies - ./scripts/check_unused_deps.sh
• No spelling errors - ./scripts/check_spelling.sh
• Performed code self-review
• Rebased to the latest commit of the target branch (or merged it into my branch)
• Updated the docs if needed, including the TODO section
• Linked the issues resolvable by this PR - linking info
• Updated the tests if needed; all passing - execution info