Feat/algorithm builder framework

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A test triggered by this PR failed. Here is an AI-generated analysis of the failure:

Action: submit-pypi

Failed stage: validate-project [❌]

Failure summary: The action failed during Python dependency validation when running pip-compile --dry-run. The failure occurred because: • The numphy package's setup.py file (line 7) imports numphy module • The numphy/init.py file (line 26) imports from numphy.core • The numphy/core.py file (line 21) tries to import wrapt module • ModuleNotFoundError: No module named 'wrapt' - the required dependency wrapt is missing • This caused python setup.py egg_info to exit with code 1, leading to metadata generation failure

Relevant error logs: 1: ##[group]Runner Image Provisioner 2: Hosted Compute Agent ... 168: 169: enableCrossOsArchive: false 170: fail-on-cache-miss: false 171: lookup-only: false 172: save-always: false 173: env: 174: SKIP_CACHE: 175: ##[endgroup] 176: Cache not found for input keys: Linux-pip-python-f46158a8d0efff0c7db03d4c3f96b947dff96ed9f22494524ce6f9834fc5b7fc, Linux-python- 177: ##[group]Run if pip-compile --dry-run -o requirements.out requirements.txt; then 178: �[36;1mif pip-compile --dry-run -o requirements.out requirements.txt; then�[0m 179: �[36;1m echo "::debug::Python validate no broken dependencies"�[0m 180: �[36;1m echo "{valid-project}={true}" >> "$GITHUB_OUTPUT"�[0m 181: �[36;1melse�[0m 182: �[36;1m echo "{valid-project}={false}" >> "$GITHUB_OUTPUT"�[0m 183: �[36;1m echo "### :warning: Python validation failed in repository root" >> $GITHUB_STEP_SUMMARY�[0m 184: �[36;1m echo "We were unable to validate a Python project in the repository root. If your repository requires additional setup steps, you may need to check in your own workflow." >> $GITHUB_STEP_SUMMARY�[0m 185: �[36;1m echo "" >> $GITHUB_STEP_SUMMARY�[0m 186: �[36;1m echo "For more information on submitting Python dependencies from your own workflow, refer to [the submission action](https://github.com/actions/component-detection-dependency-submission-action)" >> $GITHUB_STEP_SUMMARY�[0m 187: �[36;1m echo "::warning::Python validation failed in the repository root."�[0m 188: �[36;1m exit 1�[0m 189: �[36;1mfi�[0m 190: shell: /usr/bin/bash -e {0} 191: env: 192: SKIP_CACHE: 193: ##[endgroup] 194: error: subprocess-exited-with-error 195: × python setup.py egg_info did not run successfully. 196: │ exit code: 1 197: ╰─> [10 lines of output] 198: Traceback (most recent call last): 199: File "<string>", line 2, in <module> 200: File "<pip-setuptools-caller>", line 34, in <module> 201: File "/tmp/pip-resolve-mg_to41q/numphy_fd6c28feb36840188c588ecf883e7484/setup.py", line 7, in <module> 202: import numphy as nph 203: File "/tmp/pip-resolve-mg_to41q/numphy_fd6c28feb36840188c588ecf883e7484/numphy/__init__.py", line 26, in <module> 204: from numphy.core import * 205: File "/tmp/pip-resolve-mg_to41q/numphy_fd6c28feb36840188c588ecf883e7484/numphy/core.py", line 21, in <module> 206: import wrapt 207: ModuleNotFoundError: No module named 'wrapt' 208: [end of output] 209: note: This error originates from a subprocess, and is likely not a problem with pip. 210: Traceback (most recent call last): 211: File "/usr/lib/python3/dist-packages/pip/_internal/operations/build/metadata_legacy.py", line 64, in generate_metadata 212: call_subprocess( 213: File "/usr/lib/python3/dist-packages/pip/_internal/utils/subprocess.py", line 224, in call_subprocess 214: raise error 215: pip._internal.exceptions.InstallationSubprocessError: python setup.py egg_info exited with 1 216: The above exception was the direct cause of the following exception: ... 283: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 284: File "/usr/lib/python3/dist-packages/pip/_internal/operations/prepare.py", line 525, in prepare_linked_requirement 285: return self._prepare_linked_requirement(req, parallel_builds) 286: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 287: File "/usr/lib/python3/dist-packages/pip/_internal/operations/prepare.py", line 640, in _prepare_linked_requirement 288: dist = _get_prepared_distribution( 289: ^^^^^^^^^^^^^^^^^^^^^^^^^^^ 290: File "/usr/lib/python3/dist-packages/pip/_internal/operations/prepare.py", line 71, in _get_prepared_distribution 291: abstract_dist.prepare_distribution_metadata( 292: File "/usr/lib/python3/dist-packages/pip/_internal/distributions/sdist.py", line 67, in prepare_distribution_metadata 293: self.req.prepare_metadata() 294: File "/usr/lib/python3/dist-packages/pip/_internal/req/req_install.py", line 585, in prepare_metadata 295: self.metadata_directory = generate_metadata_legacy( 296: ^^^^^^^^^^^^^^^^^^^^^^^^^ 297: File "/usr/lib/python3/dist-packages/pip/_internal/operations/build/metadata_legacy.py", line 71, in generate_metadata 298: raise MetadataGenerationFailed(package_details=details) from error 299: pip._internal.exceptions.MetadataGenerationFailed: metadata generation failed 300: ##[warning]Python validation failed in the repository root. 301: ##[error]Process completed with exit code 1. 302: Post job cleanup.