Data Science

I just discover that we have a helper function to validate scalar:
https://scikit-learn.org/stable/modules/generated/sklearn.utils.check_scalar.html

Since this helper could help to get consistent error types and messages, I was wondering if we could make a long-running issue to introduce this helper everywhere possible.

I think this could be a good issue for first contributors and short spr

For a sqllab query that returns a large number of columns (I observed this in a query with ~70 columns), the sorting functionality is broken. Columns do not sort at all.

I'm not sure how easy this is to fix. Do we want to consider this a limitation of sqllab or is this fixable?

Expected results

Columns have the ability to sort

Actual results

When you click on the column head

Apache Arrow has a first-class tabular file format, Feather, that the Ray Datasets IO layer should support. Combined with Ray Datasets' existing .from_arrow() and .to_arrow() APIs, this would round out our "all-Arrow" experience, which should be as nice as possible given our "distributed Arrow dataset" positioning.

Implementation Note

We currently print a warning as shown below when a user sets both a widget default value in the function defining the widget as well as a widget value via the widget's key in st.session_state

While we certainly want to do this by default since doing both is not recommended, we should provide a

🐛 Bug

To Reproduce

When using Enums to simulate choices-like parser argument to LightningModule or LightningDataModule

class Options(str, Enum):
    option1 = "option1"
    option2 = "option2"
    option3 = "option3"

class BoringModel(pl.LightningModule):

    def __init__(self,
                 learning_rate: float = 0.0001,
                 switch: Op

In recent versions (can't say from exactly when), there seems to be an off-by-one error in dcc.DatePickerRange. I set max_date_allowed = datetime.today().date(), but in the calendar, yesterday is the maximum date allowed. I see it in my apps, and it is also present in the first example on the DatePickerRange documentation page.

E

The docs for IPython.core.interactiveshell.InteractiveShell.set_custom_exc have horribly mangled a warning message into a list of arguments. I can't work out at a glance why this is happening; it might be a sphinx.ext.napoleon bug, or a sphi

Bug summary

Figures saved via the savefig method are not saved relative to the rcParams['savefig.directory'] path. Looking at the source code, it seems that this path is only prepended to the filename if the save request came via the interactive toolbar. Not sure if this is done intentionally, but it seems to me that the savefig.directory should always be respected.

In the exampl

In gensim/models/fasttext.py:

    model = FastText(
        vector_size=m.dim,
        vector_size=m.dim,
        window=m.ws,
        window=m.ws,
        epochs=m.epoch,
        epochs=m.epoch,
        negative=m.neg,
        negative=m.neg,
        # FIXME: these next 2 lines read in unsupported FB FT modes (loss=3 softmax or loss=4 onevsall,
        # or model=3 supervi

Is your feature request related to a problem? Please describe.
I want to evaluate multiple datasets (same formatting, they can share the same dataset reader). The "evaluate" command takes much longer to load the model than to evaluate.

Describe the solution you'd like
support passing multiple input files and output files to the "evaluate" command

**Describe alternatives you've cons