polars-fastavro 0.2.0

A polars io-plugin wrapper around fastavro

polars-fastavro

A polars io-plugin that wraps fastavro

This plugin allows reading, writing, and scanning avro files into polars DataFrames using the fastavro library.

Usage

from polars_fastavro import scan_avro, read_avro, write_avro

frame = scan_avro(...).collect()  # read_avro()
write_avro(frame, dest)

Limitations

1. Because it uses python types an an intermediary, it's slow, (30x read to 80x write).
2. Since this is ultimately converting between avro and arrow, it has no support for avro maps, unions (other than null), names for certain types
3. Every type is treated as as nullable.
4. Additionally, some types could in theory be supported by aren't for technical reasons. These include fixed, decimal, uuid, time, and duration.
5. Timestamp support is limited. local-timestamp-*s are treated as Datetime without tz info, while timestamp-*s are reated as UTC Datetime. Writing Datetimes with nano-precision is also not supported.
6. This can't read cloud files, as that functionality isn't exposed in python to my knowledge.