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LazyFrame

Method dask duckdb ibis polars spark-like
collect ✅ ✅ ✅ ✅ ✅
collect_schema ✅ ✅ ✅ ✅ ✅
columns ✅ ✅ ✅ ✅ ✅
drop ✅ ✅ ✅ ✅ ✅
drop_nulls ✅ ✅ ✅ ✅ ✅
explode ❌ ✅ ✅ ✅ ✅
filter ✅ ✅ ✅ ✅ ✅
group_by ✅ ✅ ✅ ✅ ✅
head ✅ ✅ ✅ ✅ ✅
join ✅ ✅ ✅ ✅ ✅
join_asof ✅ ✅ ✅ ✅ ❌
lazy ❌ ✅ ✅ ✅ ❌
pipe ✅ ✅ ✅ ✅ ✅
rename ✅ ✅ ✅ ✅ ✅
schema ✅ ✅ ✅ ✅ ✅
select ✅ ✅ ✅ ✅ ✅
sink_parquet ✅ ✅ ✅ ✅ ✅
sort ✅ ✅ ✅ ✅ ✅
to_native ✅ ✅ ✅ ✅ ✅
top_k ✅ ✅ ✅ ✅ ✅
unique ✅ ✅ ✅ ✅ ✅
unpivot ✅ ✅ ✅ ✅ ✅
with_columns ✅ ✅ ✅ ✅ ✅
with_row_index ✅ ✅ ✅ ✅ ✅