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perf: introduce Column type with ScalarColumn for O(1) scalar storage in RecordBatch

#6444
Comparing
universalmind303/scalar-column
(
4543527
) with
main
(
70313a9
)
CodSpeed Performance Gauge
0%
Untouched
36
Ignored
4

Benchmarks

40 total
test_tpch_sql[1-in-memory-1]
tests/benchmarks/test_local_tpch.py
CodSpeed Performance Gauge
+2%
562.2 ms549.4 ms
test_read_jsonl_nested_struct
tests/benchmarks/test_json_reads.py
CodSpeed Performance Gauge
+2%
502 ms492.4 ms
test_read_jsonl_float64
tests/benchmarks/test_json_reads.py
CodSpeed Performance Gauge
+1%
281.5 ms278.3 ms
test_read_jsonl_int64
tests/benchmarks/test_json_reads.py
CodSpeed Performance Gauge
+1%
285 ms281.7 ms
test_iter_rows_first_row[1 Small File]
tests/benchmarks/test_interactive_reads.py
CodSpeed Performance Gauge
+1%
34.1 ms33.7 ms
test_read_jsonl_string
tests/benchmarks/test_json_reads.py
CodSpeed Performance Gauge
+1%
330.5 ms327 ms
test_tpch[1-in-memory-3]
tests/benchmarks/test_local_tpch.py
CodSpeed Performance Gauge
+1%
123.2 ms122.1 ms
test_tpch_sql[1-in-memory-3]
tests/benchmarks/test_local_tpch.py
CodSpeed Performance Gauge
+1%
122.5 ms121.6 ms
test_read_jsonl_boolean
tests/benchmarks/test_json_reads.py
CodSpeed Performance Gauge
+1%
361.3 ms359 ms
test_tpch[1-in-memory-8]
tests/benchmarks/test_local_tpch.py
CodSpeed Performance Gauge
+1%
130.7 ms130 ms
test_read_json_array_format
tests/benchmarks/test_json_reads.py
CodSpeed Performance Gauge
+1%
1.8 s1.8 s
test_read_jsonl_with_column_projection
tests/benchmarks/test_json_reads.py
CodSpeed Performance Gauge
+1%
1.3 s1.3 s
test_read_jsonl_with_explicit_schema
tests/benchmarks/test_json_reads.py
CodSpeed Performance Gauge
0%
1.6 s1.6 s
test_show[1 Small File]
tests/benchmarks/test_interactive_reads.py
CodSpeed Performance Gauge
0%
12.1 ms12.1 ms
test_read_jsonl_wide_table
tests/benchmarks/test_json_reads.py
CodSpeed Performance Gauge
0%
1.6 s1.6 s
test_tpch_sql[1-in-memory-5]
tests/benchmarks/test_local_tpch.py
CodSpeed Performance Gauge
0%
116.6 ms116.2 ms
test_tpch[1-in-memory-7]
tests/benchmarks/test_local_tpch.py
CodSpeed Performance Gauge
0%
117.9 ms117.6 ms
test_read_jsonl_with_limit
tests/benchmarks/test_json_reads.py
CodSpeed Performance Gauge
0%
68.7 ms68.5 ms
test_read_jsonl_high_nulls
tests/benchmarks/test_json_reads.py
CodSpeed Performance Gauge
0%
405.9 ms404.9 ms
test_count[100 Small Files]
tests/benchmarks/test_interactive_reads.py
CodSpeed Performance Gauge
0%
50.3 ms50.2 ms
test_tpch[1-in-memory-2]
tests/benchmarks/test_local_tpch.py
CodSpeed Performance Gauge
0%
52.1 ms52.1 ms
test_tpch_sql[1-in-memory-8]
tests/benchmarks/test_local_tpch.py
CodSpeed Performance Gauge
0%
135.3 ms135.2 ms
test_tpch_sql[1-in-memory-7]
tests/benchmarks/test_local_tpch.py
CodSpeed Performance Gauge
0%
120.4 ms120.3 ms
test_tpch_sql[1-in-memory-6]
tests/benchmarks/test_local_tpch.py
CodSpeed Performance Gauge
0%
32.8 ms32.8 ms
test_tpch[1-in-memory-6]
tests/benchmarks/test_local_tpch.py
CodSpeed Performance Gauge
0%
32.1 ms32.1 ms

Commits

Click on a commit to change the comparison range
Base
main
70313a9
-0.13%
clippy
76b0171
19 hours ago
by universalmind303
+0.03%
greptile feedback
4543527
18 hours ago
by universalmind303
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