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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 ❌ ✅ ✅ ✅ ✅