Photoshoot is a pytest plugin libary for making snapshot testing with Polars DataFrames easy.
pip install photoshoot
On the first run of this test, it will fail. Because no previous snapshot has been created.
import pytest
import polars as pl
def test_dataframe(local_snapshot):
df = pl.DataFrame({
"a": [1, 2, 3],
"b": [4, 5, 6],
})
local_snapshot(df)
Running the test like this, will create a snapshot of the dataframe. All future runs will compare the dataframe with the snapshot.
pytest --new-snapshot
Rerunning the test now will pass, as the snapshot is already created.
Currenty this library only supports Polars DataFrames, and only supports local snapshots or gcs snapshots.