## Description

add principal_components_analysis(pca) function.

Fixes # (issue)

## Type of change (select or add applied and delete the others)

- [ ] Bug fix (non-breaking change which fixes an issue)
- [x] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing functionality 
to not work as expected)
- [ ] API change with a documentation update
- [ ] Additional test coverage
- [ ] Code cleanup or just sync with upstream third-party crates

## How has this been tested?

## Checklist

- [x] Fork the repo and create your branch from `master`.
- [x] If you've added code that should be tested, add tests.
- [x] If you've changed APIs, update the documentation.
- [x] Ensure the tests pass (see CI results).
- [x] Make sure your code lints/format.

You can view, comment on, or merge this pull request online at:

  https://github.com/apache/incubator-teaclave/pull/424

-- Commit Summary --

  * add pca function

-- File Changes --

    M executor/Cargo.toml (2)
    M executor/src/builtin.rs (7)
    M function/src/lib.rs (3)
    A function/src/principal_components_analysis.rs (179)
    A 
tests/fixtures/functions/princopal_components_analysis/expected_result.txt (90)
    A tests/fixtures/functions/princopal_components_analysis/input.txt (90)

-- Patch Links --

https://github.com/apache/incubator-teaclave/pull/424.patch
https://github.com/apache/incubator-teaclave/pull/424.diff

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