Duck db#532
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- Made pca be a library method that can be shared between different component setups. - Fixed a bug on inputdata_utils.py
Added GRPC. Migrated pearson to duckdb.
And cleanup
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…ays that it started. Fixed some bugs on flower flow.
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- add a shared `ensure_pandas_dataframe` helper and call it from the worker UDF service so every algorithm receives pandas data even when DuckDB returns Arrow tables - wire the helper into algorithms (anova variants, linear/logistic regressions, SVM, descriptive stats, t-test, metrics utilities, longitudinal transformer) so they gracefully handle any direct Arrow inputs - update longitudinal transformer and descriptive stats to run purely on pandas and avoid ChunkedArray attribute errors
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…an algorithm execution while having no data, this is never the case this is filtered by the controller.
Updated the documentation.
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Renamed the internal flow of duckdb+aggregation server to exareme3. Updated some documentations.
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