Deletion _change_type does not appear in change data feed

[Sirz3chs]

Environment

Delta-rs version: 0.18.0

Binding: Python

---

Bug

What happened:
I was testing the possibilities with CDF, and I think I ran into a bug.
I don't have any delete operations appearing in the results _change_type whether by performing an overwrite or a direct delete on the delta table.

What you expected to happen:
I was expecting some delete rows to appear in the CDF.
Reproducing the same operations with delta-spark gives this result:

How to reproduce it:
I've made a simple jupyter notebook with examples from the documentation. Here the the python to reproduce:

import pandas as pd
from deltalake import write_deltalake, DeltaTable

table_path = "tmp/delta-table"

df = pd.DataFrame({"num": [1, 2, 3], "letter": ["a", "b", "c"]})
write_deltalake(
    table_path,
    df,
    configuration={
        "delta.minWriterVersion": "7",
        "delta.minReaderVersion": "3",
        "delta.enableChangeDataFeed": "true"
    },
    engine="rust"
)

df = pd.DataFrame({"num": [8, 9], "letter": ["dd", "ee"]})
write_deltalake(table_path, df, mode="append", engine="rust")

df = pd.DataFrame({"num": [11, 22], "letter": ["aa", "bb"]})
write_deltalake(table_path, df, mode="overwrite", engine="rust")

dt = DeltaTable(table_path)
dt.delete(predicate="num = 11")

print(dt.load_cdf(starting_version=0).read_pandas())

More details:
I also tried update operations, and they appear fine in the CDF.

[ion-elgreco]

@Sirz3chs we currently only have limited support in writing CDF files for the update operation.

Overwrites, predicate overwrites, merge and delete don't write CDF files yet

Fyi @rtyler

[Sirz3chs]

Thanks for your quick answer, i spent some time digging into the doc and issues but didn't find the information.

[ion-elgreco]

In the release it's mentioned that it's added for the update operation, https://github.com/delta-io/delta-rs/releases/tag/python-v0.18.0