JGSweets

Datetime Profiler cannot current detect dates with days which have suffixes

1

**General Information:** - Library version: v0.7.6 **Describe the bug:** While this date can be detected: `Nov 15, 2013` adding a suffix to the day does not allow it to be...

**Is your feature request related to a problem? Please describe.** If requirements are added to either [reports] or [ml], the current test mechanism does not test without these installed. This...

Investigate refactor of histogram_to_array for better accuracy

2

Currently, the `_histogram_to_array` function does not use the midpoint of the bins to recreate the original dataset. Investigate accuracy of the `_histogram_to_array` function currently in comparison to (which uses the...

TextProfiler only do case sensitivity at report

3

Instead of case sensitivity being checked at profile time, we can leave sensitivity on and at report time we can then output collapse it if the options require case-insensitive.

Refactor UnstructuredDataLabelerProfile to properly use the option class and property calcs

1

Currently this doesn't follow the same calculation logic as structured profiles. Refactor it so it can easily integrate with options utilizing the enable / disable feature for calculations. filtering: ```python...

UnstructuredDataLabelerProfile needs an options class

2

**Is your feature request related to a problem? Please describe.** Need the ability to enable / disable calculations in the labeler or set the parameters for labeling. **Describe the outcome...

Need to evaluate the need to ensure that the _store_histogram bin count is either equal to the suggested bin_count of any method or at least 2x any other bin method....

**Describe the bug:** Originally, tests mocked the DataLabelerColumnCompiler to avoid instantiating the DataProfiler and TensorFlow. However, with the recent change that now instantiates a profiler inside the Profiler, these mocks...

The `DataLabelerColumnProfile` requires a specific output to function correctly to create a profile. If the datalabeler is changed, this will cause an error if the output is incorrect. This may...

Currently, UnstructuredDataLabelerProfile hard codes in `Unknown` as the default label. However, it should use whatever the DL says is the default label. Refactor where appropriate.