[X-1289] add benchmark for heavy operation for datafusion-materialized-views

[zhuqi-lucas]

Before we optimize the many columns cases, we adding the heavy operation to benchmark.

cargo bench --bench materialized_views_benchmark
   Compiling datafusion-materialized-views v0.1.1 (/Users/zhuqi/polygon/datafusion-materialized-views)
    Finished `bench` profile [optimized] target(s) in 13.95s
     Running benches/materialized_views_benchmark.rs (target/release/deps/materialized_views_benchmark-a0e1fcbb7898483b)
view_matcher_spj/spj_normal_form_new/cols=1
                        time:   [909.49 ns 912.06 ns 914.64 ns]
                        thrpt:  [1.0933 Melem/s 1.0964 Melem/s 1.0995 Melem/s]
                 change:
                        time:   [-0.7501% -0.1503% +0.3854%] (p = 0.62 > 0.05)
                        thrpt:  [-0.3839% +0.1505% +0.7558%]
                        No change in performance detected.
Found 1 outliers among 30 measurements (3.33%)
  1 (3.33%) low mild
view_matcher_spj/spj_normal_form_new_query/cols=1
                        time:   [906.39 ns 911.92 ns 918.96 ns]
                        thrpt:  [1.0882 Melem/s 1.0966 Melem/s 1.1033 Melem/s]
                 change:
                        time:   [+0.0673% +1.0194% +1.9644%] (p = 0.03 < 0.05)
                        thrpt:  [-1.9266% -1.0091% -0.0672%]
                        Change within noise threshold.
Found 4 outliers among 30 measurements (13.33%)
  1 (3.33%) low mild
  3 (10.00%) high mild
view_matcher_spj/rewrite_from/cols=1
                        time:   [2.3963 µs 2.4007 µs 2.4053 µs]
                        thrpt:  [415.76 Kelem/s 416.54 Kelem/s 417.31 Kelem/s]
                 change:
                        time:   [+1.2817% +1.8192% +2.4516%] (p = 0.00 < 0.05)
                        thrpt:  [-2.3929% -1.7867% -1.2654%]
                        Performance has regressed.
Found 5 outliers among 30 measurements (16.67%)
  1 (3.33%) low mild
  2 (6.67%) high mild
  2 (6.67%) high severe
view_matcher_spj/spj_normal_form_new/cols=10
                        time:   [4.4497 µs 4.4734 µs 4.4979 µs]
                        thrpt:  [222.33 Kelem/s 223.54 Kelem/s 224.73 Kelem/s]
                 change:
                        time:   [-0.8124% -0.4041% +0.0062%] (p = 0.06 > 0.05)
                        thrpt:  [-0.0062% +0.4057% +0.8191%]
                        No change in performance detected.
view_matcher_spj/spj_normal_form_new_query/cols=10
                        time:   [4.0019 µs 4.0126 µs 4.0237 µs]
                        thrpt:  [248.53 Kelem/s 249.21 Kelem/s 249.88 Kelem/s]
                 change:
                        time:   [-1.7201% -0.9923% -0.3384%] (p = 0.01 < 0.05)
                        thrpt:  [+0.3396% +1.0022% +1.7502%]
                        Change within noise threshold.
Found 2 outliers among 30 measurements (6.67%)
  1 (3.33%) low mild
  1 (3.33%) high mild
view_matcher_spj/rewrite_from/cols=10
                        time:   [4.7247 µs 4.7322 µs 4.7408 µs]
                        thrpt:  [210.93 Kelem/s 211.32 Kelem/s 211.65 Kelem/s]
                 change:
                        time:   [-0.9537% -0.4327% +0.0066%] (p = 0.08 > 0.05)
                        thrpt:  [-0.0066% +0.4346% +0.9629%]
                        No change in performance detected.
Found 3 outliers among 30 measurements (10.00%)
  1 (3.33%) low mild
  2 (6.67%) high mild
view_matcher_spj/spj_normal_form_new/cols=20
                        time:   [8.6014 µs 8.6198 µs 8.6370 µs]
                        thrpt:  [115.78 Kelem/s 116.01 Kelem/s 116.26 Kelem/s]
                 change:
                        time:   [-0.0986% +0.5545% +1.1445%] (p = 0.08 > 0.05)
                        thrpt:  [-1.1315% -0.5514% +0.0987%]
                        No change in performance detected.
Found 2 outliers among 30 measurements (6.67%)
  2 (6.67%) high mild
view_matcher_spj/spj_normal_form_new_query/cols=20
                        time:   [9.4032 µs 9.4153 µs 9.4270 µs]
                        thrpt:  [106.08 Kelem/s 106.21 Kelem/s 106.35 Kelem/s]
                 change:
                        time:   [-2.2903% -0.3974% +0.7541%] (p = 0.77 > 0.05)
                        thrpt:  [-0.7485% +0.3989% +2.3440%]
                        No change in performance detected.
Found 1 outliers among 30 measurements (3.33%)
  1 (3.33%) high mild
view_matcher_spj/rewrite_from/cols=20
                        time:   [8.9988 µs 9.0244 µs 9.0496 µs]
                        thrpt:  [110.50 Kelem/s 110.81 Kelem/s 111.13 Kelem/s]
                 change:
                        time:   [-1.1601% -0.7346% -0.3378%] (p = 0.00 < 0.05)
                        thrpt:  [+0.3390% +0.7400% +1.1737%]
                        Change within noise threshold.
view_matcher_spj/spj_normal_form_new/cols=40
                        time:   [16.671 µs 16.742 µs 16.808 µs]
                        thrpt:  [59.496 Kelem/s 59.730 Kelem/s 59.985 Kelem/s]
Found 6 outliers among 30 measurements (20.00%)
  1 (3.33%) low severe
  1 (3.33%) low mild
  4 (13.33%) high mild
view_matcher_spj/spj_normal_form_new_query/cols=40
                        time:   [18.334 µs 18.398 µs 18.456 µs]
                        thrpt:  [54.184 Kelem/s 54.355 Kelem/s 54.543 Kelem/s]
Found 2 outliers among 30 measurements (6.67%)
  2 (6.67%) high mild
view_matcher_spj/rewrite_from/cols=40
                        time:   [20.073 µs 20.135 µs 20.208 µs]
                        thrpt:  [49.486 Kelem/s 49.666 Kelem/s 49.819 Kelem/s]
Found 3 outliers among 30 measurements (10.00%)
  1 (3.33%) high mild
  2 (6.67%) high severe
view_matcher_spj/spj_normal_form_new/cols=80
                        time:   [35.393 µs 35.559 µs 35.679 µs]
                        thrpt:  [28.028 Kelem/s 28.122 Kelem/s 28.254 Kelem/s]
Found 1 outliers among 30 measurements (3.33%)
  1 (3.33%) low mild
view_matcher_spj/spj_normal_form_new_query/cols=80
                        time:   [40.264 µs 40.388 µs 40.538 µs]
                        thrpt:  [24.668 Kelem/s 24.760 Kelem/s 24.836 Kelem/s]
view_matcher_spj/rewrite_from/cols=80
                        time:   [54.357 µs 54.481 µs 54.624 µs]
                        thrpt:  [18.307 Kelem/s 18.355 Kelem/s 18.397 Kelem/s]
Found 1 outliers among 30 measurements (3.33%)
  1 (3.33%) low mild
view_matcher_spj/spj_normal_form_new/cols=160
diff --git a/Cargo.toml b/Cargo.toml
index 6dea53b..431ea31 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -53,3 +53,9 @@ env_logger = "0.11.6"
 tempfile = "3.14.0"
 tokio = "1.42.0"
 url = "2.5.4"
+criterion = "0.4"
+
+[[bench]]
+name = "materialized_views_benchmark"
+harness = false
+path = "benches/materialized_views_benchmark.rs"
\ No newline at end of file
diff --git a/benches/materialized_views_benchmark.rs b/benches/materialized_views_benchmark.rs
index 4765736..1645b2b 100644
--- a/benches/materialized_views_benchmark.rs
+++ b/benches/materialized_views_benchmark.rs
@@ -1,20 +1,16 @@
 // benches/materialized_views_benchmark
                        time:   [73.943 µs 74.593 µs 75.244 µs]
                        thrpt:  [13.290 Kelem/s 13.406 Kelem/s 13.524 Kelem/s]
Found 3 outliers among 30 measurements (10.00%)
  3 (10.00%) high mild
view_matcher_spj/spj_normal_form_new_query/cols=160
                        time:   [91.300 µs 91.551 µs 91.805 µs]
                        thrpt:  [10.893 Kelem/s 10.923 Kelem/s 10.953 Kelem/s]
Found 5 outliers among 30 measurements (16.67%)
  1 (3.33%) low mild
  2 (6.67%) high mild
  2 (6.67%) high severe
view_matcher_spj/rewrite_from/cols=160
                        time:   [170.10 µs 170.47 µs 170.89 µs]
                        thrpt:  [5.8517 Kelem/s 5.8663 Kelem/s 5.8789 Kelem/s]
view_matcher_spj/spj_normal_form_new/cols=320
                        time:   [165.73 µs 166.47 µs 167.32 µs]
                        thrpt:  [5.9765 Kelem/s 6.0072 Kelem/s 6.0340 Kelem/s]
view_matcher_spj/spj_normal_form_new_query/cols=320
                        time:   [216.99 µs 218.08 µs 219.16 µs]
                        thrpt:  [4.5629 Kelem/s 4.5855 Kelem/s 4.6084 Kelem/s]
view_matcher_spj/rewrite_from/cols=320
                        time:   [584.00 µs 589.78 µs 597.42 µs]
                        thrpt:  [1.6739 Kelem/s 1.6955 Kelem/s 1.7123 Kelem/s]
Found 3 outliers among 30 measurements (10.00%)
  3 (10.00%) high severe