R-Palazzo

Issue 119 metadata use2

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First pull request, Romain Palazzo for issue 119. Resolves #119 Thank you for your help :)

Add bandit workflow

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CU-86azzkknb Resolve #552 Resolve #555

### Error Description The minimum version workflow crashes when a library points to a Github branch. The fix should allow us to run the minimum version workflow with libraries pointing...

The goal is to propose a new column-pair metric between one numerical and one categorical column. ### Current behavior The Quality report has to discretize the numerical column and do...

The goal here is to make the `NewRowSynthesis` metric more fault-tolerant and make it faster/more efficient to run.

### Problem Description Have a method in `rdt/transformers/utils.py` `generate_seed_value` that could be used to generate seed value for the transformers that use `Faker`.

LabelEncoder() with add_noise = True does not Support 'category' pandas dtype

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### Problem Description Currently, the `LabelEncoder(add_noise = True)` does not support 'category' pandas dtype. For instance, if I run the following code: ``` from rdt.transformers import LabelEncoder data_test = pd.DataFrame({'A':...

Add `get_random_subset` poc utility function

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CU-86azvqpqe Resolve #1877 A few considerations regarding this PR: 1 - `NaNs handling`: Currently, I don't drop NaN `foreign keys` 2 - `Randomness`: For reproducibility, I set a seed, is...

### Problem Description Both `BaseSynthesizer` and `BaseMultiTableSynthesizer` contain a method called `_check_metadata_updated`. This method is intended to raise a warning if the metadata has been updated before the synthesizer definition...

Only run unit and integration tests on oldest and latest python versions for macos

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CU-86b07h9tx Resolve #294