Bodo IPython Magic

The Bodo IPython Magic is used to write simpler Python code with bodo. For example, you can take the following code:

import bodo
import pandas as pd

@bodo.jit
def test():
  return pd.read_parquet('sample.pq')

df = test()

and (using the %%bodo magic) convert it to:

%%bodo
import pandas as pd

df = pd.read_parquet('sample.pq)

Why a Magic?

When presenting bodo, we like to use very simple examples like loading a CSV file, performing some simple operations, and so on. However, these cases generally look longer and more compilected in comparison to competing solutions like pyspark, dask, ray, and so on. This magic is intended to target these issues.

Arguments

%bodo [-v] [-c] [-d] [-o [OUTPUTS [OUTPUTS ...]]]

optional arguments:
  -v, --verbose         Print Verbose and Debugging Info
  -c, --cache           Enable Caching on the Wrapped Function
  -d, --dry-run         Do Not Execute Any Code or Wrapper Function
  -o <[OUTPUTS [OUTPUTS ...]]>, --outputs <[OUTPUTS [OUTPUTS ...]]>
                        Variables to Output from the Wrapped Function (default: Returns All Defined Variables)

Supported Features

• Inserts import bodo automatically
• Imports
• Automatically adds the @bodo.jit decorator to any function in the code cell