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Minor: Add tests for using FilterExec when parquet was pushed down (a…
…pache#12362) * Add test for parquet filter pushdown * Set configuration explicitly
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datafusion/sqllogictest/test_files/parquet_filter_pushdown.slt
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# Licensed to the Apache Software Foundation (ASF) under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you under the Apache License, Version 2.0 (the | ||
# "License"); you may not use this file except in compliance | ||
# with the License. You may obtain a copy of the License at | ||
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# http://www.apache.org/licenses/LICENSE-2.0 | ||
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# Unless required by applicable law or agreed to in writing, | ||
# software distributed under the License is distributed on an | ||
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
# KIND, either express or implied. See the License for the | ||
# specific language governing permissions and limitations | ||
# under the License. | ||
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########## | ||
# Tests for parquet filter pushdown (filtering on data in the | ||
# scan not just the metadata) | ||
########## | ||
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# File1 has only columns a and b | ||
statement ok | ||
COPY ( | ||
SELECT column1 as a, column2 as b | ||
FROM ( VALUES ('foo', 1), ('bar', 2), ('foo', 3), ('baz', 50) ) | ||
) TO 'test_files/scratch/parquet_filter_pushdown/parquet_table/1.parquet' | ||
STORED AS PARQUET; | ||
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# File2 has only b | ||
statement ok | ||
COPY ( | ||
SELECT column1 as b | ||
FROM ( VALUES (10), (20), (30) ) | ||
) TO 'test_files/scratch/parquet_filter_pushdown/parquet_table/2.parquet' | ||
STORED AS PARQUET; | ||
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## Create table without filter pushdown | ||
## (pushdown setting is part of the table, but is copied from the session settings) | ||
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# pushdown_filters (currently) defaults to false, but we set it here to be explicit | ||
statement ok | ||
set datafusion.execution.parquet.pushdown_filters = false; | ||
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statement ok | ||
CREATE EXTERNAL TABLE t(a varchar, b int, c float) STORED AS PARQUET | ||
LOCATION 'test_files/scratch/parquet_filter_pushdown/parquet_table/'; | ||
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## Create table with pushdown enabled (pushdown setting is part of the table) | ||
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statement ok | ||
set datafusion.execution.parquet.pushdown_filters = true; | ||
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## Create table without pushdown | ||
statement ok | ||
CREATE EXTERNAL TABLE t_pushdown(a varchar, b int, c float) STORED AS PARQUET | ||
LOCATION 'test_files/scratch/parquet_filter_pushdown/parquet_table/'; | ||
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# restore defaults | ||
statement ok | ||
set datafusion.execution.parquet.pushdown_filters = false; | ||
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# When filter pushdown is not enabled, ParquetExec only filters based on | ||
# metadata, so a FilterExec is required to filter the | ||
# output of the `ParquetExec` | ||
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query T | ||
select a from t where b > 2 ORDER BY a; | ||
---- | ||
baz | ||
foo | ||
NULL | ||
NULL | ||
NULL | ||
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query TT | ||
EXPLAIN select a from t_pushdown where b > 2 ORDER BY a; | ||
---- | ||
logical_plan | ||
01)Sort: t_pushdown.a ASC NULLS LAST | ||
02)--Projection: t_pushdown.a | ||
03)----Filter: t_pushdown.b > Int32(2) | ||
04)------TableScan: t_pushdown projection=[a, b], partial_filters=[t_pushdown.b > Int32(2)] | ||
physical_plan | ||
01)SortPreservingMergeExec: [a@0 ASC NULLS LAST] | ||
02)--SortExec: expr=[a@0 ASC NULLS LAST], preserve_partitioning=[true] | ||
03)----CoalesceBatchesExec: target_batch_size=8192 | ||
04)------FilterExec: b@1 > 2, projection=[a@0] | ||
05)--------RepartitionExec: partitioning=RoundRobinBatch(4), input_partitions=2 | ||
06)----------ParquetExec: file_groups={2 groups: [[WORKSPACE_ROOT/datafusion/sqllogictest/test_files/scratch/parquet_filter_pushdown/parquet_table/1.parquet], [WORKSPACE_ROOT/datafusion/sqllogictest/test_files/scratch/parquet_filter_pushdown/parquet_table/2.parquet]]}, projection=[a, b], predicate=b@1 > 2, pruning_predicate=CASE WHEN b_null_count@1 = b_row_count@2 THEN false ELSE b_max@0 > 2 END, required_guarantees=[] | ||
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# When filter pushdown *is* enabled, ParquetExec can filter exactly, | ||
# not just metadata, so we expect to see no FilterExec | ||
# once https://github.com/apache/datafusion/issues/4028 is fixed | ||
query T | ||
select a from t_pushdown where b > 2 ORDER BY a; | ||
---- | ||
baz | ||
foo | ||
NULL | ||
NULL | ||
NULL | ||
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query TT | ||
EXPLAIN select a from t where b > 2 ORDER BY a; | ||
---- | ||
logical_plan | ||
01)Sort: t.a ASC NULLS LAST | ||
02)--Projection: t.a | ||
03)----Filter: t.b > Int32(2) | ||
04)------TableScan: t projection=[a, b], partial_filters=[t.b > Int32(2)] | ||
physical_plan | ||
01)SortPreservingMergeExec: [a@0 ASC NULLS LAST] | ||
02)--SortExec: expr=[a@0 ASC NULLS LAST], preserve_partitioning=[true] | ||
03)----CoalesceBatchesExec: target_batch_size=8192 | ||
04)------FilterExec: b@1 > 2, projection=[a@0] | ||
05)--------RepartitionExec: partitioning=RoundRobinBatch(4), input_partitions=2 | ||
06)----------ParquetExec: file_groups={2 groups: [[WORKSPACE_ROOT/datafusion/sqllogictest/test_files/scratch/parquet_filter_pushdown/parquet_table/1.parquet], [WORKSPACE_ROOT/datafusion/sqllogictest/test_files/scratch/parquet_filter_pushdown/parquet_table/2.parquet]]}, projection=[a, b], predicate=b@1 > 2, pruning_predicate=CASE WHEN b_null_count@1 = b_row_count@2 THEN false ELSE b_max@0 > 2 END, required_guarantees=[] | ||
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# also test querying on columns that are not in all the files | ||
query T | ||
select a from t_pushdown where b > 2 AND a IS NOT NULL order by a; | ||
---- | ||
baz | ||
foo | ||
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query TT | ||
EXPLAIN select a from t_pushdown where b > 2 AND a IS NOT NULL order by a; | ||
---- | ||
logical_plan | ||
01)Sort: t_pushdown.a ASC NULLS LAST | ||
02)--Projection: t_pushdown.a | ||
03)----Filter: t_pushdown.b > Int32(2) AND t_pushdown.a IS NOT NULL | ||
04)------TableScan: t_pushdown projection=[a, b], partial_filters=[t_pushdown.b > Int32(2), t_pushdown.a IS NOT NULL] | ||
physical_plan | ||
01)SortPreservingMergeExec: [a@0 ASC NULLS LAST] | ||
02)--SortExec: expr=[a@0 ASC NULLS LAST], preserve_partitioning=[true] | ||
03)----CoalesceBatchesExec: target_batch_size=8192 | ||
04)------FilterExec: b@1 > 2 AND a@0 IS NOT NULL, projection=[a@0] | ||
05)--------RepartitionExec: partitioning=RoundRobinBatch(4), input_partitions=2 | ||
06)----------ParquetExec: file_groups={2 groups: [[WORKSPACE_ROOT/datafusion/sqllogictest/test_files/scratch/parquet_filter_pushdown/parquet_table/1.parquet], [WORKSPACE_ROOT/datafusion/sqllogictest/test_files/scratch/parquet_filter_pushdown/parquet_table/2.parquet]]}, projection=[a, b], predicate=b@1 > 2 AND a@0 IS NOT NULL, pruning_predicate=CASE WHEN b_null_count@1 = b_row_count@2 THEN false ELSE b_max@0 > 2 END AND a_null_count@4 != a_row_count@3, required_guarantees=[] | ||
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query I | ||
select b from t_pushdown where a = 'bar' order by b; | ||
---- | ||
2 | ||
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query TT | ||
EXPLAIN select b from t_pushdown where a = 'bar' order by b; | ||
---- | ||
logical_plan | ||
01)Sort: t_pushdown.b ASC NULLS LAST | ||
02)--Projection: t_pushdown.b | ||
03)----Filter: t_pushdown.a = Utf8("bar") | ||
04)------TableScan: t_pushdown projection=[a, b], partial_filters=[t_pushdown.a = Utf8("bar")] | ||
physical_plan | ||
01)SortPreservingMergeExec: [b@0 ASC NULLS LAST] | ||
02)--SortExec: expr=[b@0 ASC NULLS LAST], preserve_partitioning=[true] | ||
03)----CoalesceBatchesExec: target_batch_size=8192 | ||
04)------FilterExec: a@0 = bar, projection=[b@1] | ||
05)--------RepartitionExec: partitioning=RoundRobinBatch(4), input_partitions=2 | ||
06)----------ParquetExec: file_groups={2 groups: [[WORKSPACE_ROOT/datafusion/sqllogictest/test_files/scratch/parquet_filter_pushdown/parquet_table/1.parquet], [WORKSPACE_ROOT/datafusion/sqllogictest/test_files/scratch/parquet_filter_pushdown/parquet_table/2.parquet]]}, projection=[a, b], predicate=a@0 = bar, pruning_predicate=CASE WHEN a_null_count@2 = a_row_count@3 THEN false ELSE a_min@0 <= bar AND bar <= a_max@1 END, required_guarantees=[a in (bar)] | ||
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## cleanup | ||
statement ok | ||
DROP TABLE t; | ||
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statement ok | ||
DROP TABLE t_pushdown; |