Read Primitives — Ordered Limit

Read Primitives benchmark · all Read Primitives queries

LIMIT clause with ordering on large result set

Representative SQL

Rendered for DataFusion with default parameters.

SELECT
  *
FROM lineitem
ORDER BY
  l_orderkey,
  l_linenumber
LIMIT 100

Representative DataFrame

Expression family (Polars, PySpark, DataFusion), default parameters.

def limit_ordered_expression_impl(ctx: DataFrameContext) -> Any:
    lineitem = ctx.get_table("lineitem")

    return lineitem.sort(["l_orderkey", "l_linenumber"]).limit(100)

Get the exact query for your run

The blocks above are representative. To get the precise statement a specific platform runs at a specific scale, substitute your own values:

from benchbox import ReadPrimitives

bench = ReadPrimitives(scale_factor=0.01)            # your scale factor
queries = bench.get_queries(dialect="datafusion")   # your platform's dialect; drop dialect= for native SQL
print(queries['limit_ordered'])

For the DataFrame form:

from benchbox.core.query_catalog import get_dataframe_render

print(get_dataframe_render('read_primitives', 'limit_ordered', family="expression").source)  # or family="pandas"

Source

Query text: benchbox/core/read_primitives/queries.py