feat: New duck_exec(), replaces duckplyr_execute()

[krlmlr]

No description provided.

[github-actions]

This is how benchmark results would change (along with a 95% confidence interval in relative change) if 01e82bb is merged into main:

• ✔️001_tpch_01: 24.1ms -> 24.2ms [-3.43%, +4.41%]
• ✔️001_tpch_02: 131ms -> 132ms [-1.13%, +1.83%]
• ✔️001_tpch_03: 68.2ms -> 67.5ms [-2.92%, +0.84%]
• ✔️001_tpch_04: 22.4ms -> 22.5ms [-1.28%, +2.18%]
• ✔️001_tpch_05: 125ms -> 124ms [-2.15%, +0.46%]
• ✔️001_tpch_06: 13.9ms -> 13.9ms [-2.71%, +2.13%]
• ✔️001_tpch_07: 143ms -> 143ms [-1.68%, +1.53%]
• ✔️001_tpch_08: 91.1ms -> 91.8ms [-0.12%, +1.61%]
• 🚀001_tpch_09: 136ms -> 134ms [-3.47%, -0.33%]
• ✔️001_tpch_10: 116ms -> 116ms [-2.46%, +1.74%]
• ✔️001_tpch_11: 66.2ms -> 65.5ms [-3.07%, +0.68%]
• ✔️001_tpch_12: 60.2ms -> 60.1ms [-2.71%, +2.38%]
• ✔️001_tpch_13: 19.6ms -> 19.7ms [-1.59%, +2.67%]
• ✔️001_tpch_14: 20.3ms -> 20.2ms [-2.07%, +0.79%]
• ✔️001_tpch_15: 64.8ms -> 65.4ms [-1.34%, +3.19%]
• ✔️001_tpch_16: 68.2ms -> 69.6ms [-0.72%, +5.06%]
• ✔️001_tpch_17: 58.6ms -> 59ms [-1.84%, +3.09%]
• ✔️001_tpch_18: 22.6ms -> 22.4ms [-3.05%, +1.38%]
• ✔️001_tpch_19: 134ms -> 135ms [-0.98%, +1.85%]
• ✔️001_tpch_20: 79ms -> 79.2ms [-1.81%, +2.08%]
• ✔️001_tpch_21: 147ms -> 147ms [-2.04%, +1.19%]
• ✔️001_tpch_22: 133ms -> 132ms [-2.22%, +0.65%]
• ✔️010_tpch_01: 82.1ms -> 83.7ms [-6.25%, +10%]
• ✔️010_tpch_02: 71.8ms -> 73.2ms [-4.68%, +8.31%]
• ✔️010_tpch_03: 60.5ms -> 61.2ms [-1.89%, +4.29%]
• ✔️010_tpch_04: 43.9ms -> 43.5ms [-4.91%, +3.08%]
• ✔️010_tpch_05: 92.3ms -> 92.8ms [-2.64%, +3.84%]
• ✔️010_tpch_06: 32.2ms -> 32.4ms [-5.25%, +6.51%]
• ✔️010_tpch_07: 110ms -> 108ms [-6.41%, +1.17%]
• ✔️010_tpch_08: 127ms -> 128ms [-0.5%, +1.78%]
• ✔️010_tpch_09: 117ms -> 117ms [-1.77%, +1.03%]
• ✔️010_tpch_10: 76.4ms -> 76.2ms [-1.71%, +1.09%]
• ✔️010_tpch_11: 38.6ms -> 38.5ms [-3.23%, +2.51%]
• ✔️010_tpch_12: 58.4ms -> 57.1ms [-4.92%, +0.47%]
• ✔️010_tpch_13: 52.5ms -> 53.6ms [-0.54%, +4.56%]
• ✔️010_tpch_14: 38.4ms -> 39.8ms [-5.74%, +12.85%]
• ✔️010_tpch_15: 53.2ms -> 56.2ms [-2.12%, +13.36%]
• ✔️010_tpch_16: 45.5ms -> 45.7ms [-1.97%, +2.88%]
• ✔️010_tpch_17: 55ms -> 55ms [-5.81%, +5.74%]
• ✔️010_tpch_18: 51.9ms -> 53.7ms [-1.92%, +8.85%]
• ✔️010_tpch_19: 117ms -> 116ms [-1.78%, +0.15%]
• ✔️010_tpch_20: 68.8ms -> 67.9ms [-5.07%, +2.62%]
• ✔️010_tpch_21: 246ms -> 241ms [-5.87%, +2.09%]
• ✔️010_tpch_22: 78ms -> 77.5ms [-2.37%, +1.12%]
• ✔️100_tpch_01: 302ms -> 305ms [-20.42%, +21.8%]
• ✔️100_tpch_02: 127ms -> 137ms [-6.61%, +21.9%]
• ✔️100_tpch_03: 180ms -> 184ms [-6.28%, +10.31%]
• ✔️100_tpch_04: 159ms -> 158ms [-10.35%, +8.19%]
• ✔️100_tpch_05: 276ms -> 270ms [-13.32%, +8.88%]
• ✔️100_tpch_06: 100ms -> 101ms [-1.31%, +4.08%]
• ✔️100_tpch_07: 241ms -> 242ms [-6.62%, +7.4%]
• ✔️100_tpch_08: 252ms -> 254ms [-9.23%, +10.93%]
• ✔️100_tpch_09: 320ms -> 338ms [-5.34%, +16.68%]
• ✔️100_tpch_10: 221ms -> 224ms [-1.47%, +4.43%]
• ✔️100_tpch_11: 83.9ms -> 90.5ms [-19.42%, +35.38%]
• ✔️100_tpch_12: 199ms -> 199ms [-13.81%, +13.99%]
• ✔️100_tpch_13: 318ms -> 310ms [-7.17%, +2.62%]
• ✔️100_tpch_14: 123ms -> 118ms [-16.94%, +9.3%]
• ✔️100_tpch_15: 224ms -> 220ms [-8.78%, +5.91%]
• ✔️100_tpch_16: 128ms -> 126ms [-12.34%, +9.14%]
• ✔️100_tpch_17: 179ms -> 170ms [-16.11%, +5.17%]
• ✔️100_tpch_18: 211ms -> 209ms [-9.06%, +7.12%]
• ✔️100_tpch_19: 302ms -> 301ms [-18.26%, +17.78%]
• ✔️100_tpch_20: 181ms -> 177ms [-11.2%, +7.05%]
• ✔️100_tpch_21: 1.31s -> 1.29s [-3.98%, +0.93%]
• ✔️100_tpch_22: 170ms -> 173ms [-0.01%, +3.35%]

Further explanation regarding interpretation and methodology can be found in the documentation.