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Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

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Hoi 👋 linux-aarch64 makes up for almost 10% of all platforms ref https://github.com/giampaolo/psutil/pull/2103 > aarch64 has already surpassed windows in terms of downloads for this package. Oracle, Amazon, Google, and...

Update vaex-ml to follow the APIs specs of xgboost, lightgbm given some recent changes in their new major version releases.

I installed vaex with pip install vaex on python 3.7.4 and when I do import vaex it doesn't work anymore and keeps giving errors like this --------------------------------------------------------------------------- TypeError Traceback (most...

I have a dataset stored in parquet format. I want to filter the dataset by a categorical column and then scale the numerical columns which are the vast majority of...

Thank you for reaching out and helping us improve Vaex! Before you submit a new Issue, please read through the [documentation](https://docs.vaex.io/en/latest/). Also, make sure you search through the Open and...

Thank you for reaching out and helping us improve Vaex! Before you submit a new Issue, please read through the [documentation](https://docs.vaex.io/en/latest/). Also, make sure you search through the Open and...

version 4.17.1 # error df.groupby(by=['a', 'b', 'c']).agg({'res1': vaex.agg.list('d')}) ![图片](https://github.com/vaexio/vaex/assets/139330187/eac06ad6-5a5e-45ae-b69e-cfc141e3713a) # correct df.export_hdf5('tmp.hdf5') df = vaex.open('tmp.hdf5') df.groupby(by=['a', 'b', 'c']).agg({'res1': vaex.agg.list('d')})

df_vaex['CARRIER_NAME'] = df_vaex.astype('category') df.plot1d(df['CARRIER_NAME'], shape=128, limits='99.7%') plt.title('Number of Flights by Carrier') plt.xlabel('Carrier Name') plt.ylabel('Number of Flights') plt.xticks(rotation=45, ha='right') plt.show() AttributeError: 'DataFrameLocal' object has no attribute 'astype'

**Description** Vaex breaks with a `SyntaxError` when representing the result of an operation between a vaex DataFrame Expression column and a numpy array of same length, with the Expression being...

**Description** Hello, I would like to get the dtype of the columns as they are when the vaex dataframe is turned into a pandas dataframe. Basically, vaex is using its...