1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
1360
1361
1362
1363
1364
1365
1366
1367
1368
1369
1370
1371
1372
1373
1374
1375
1376
1377
1378
1379
1380
1381
1382
1383
1384
1385
1386
1387
1388
1389
1390
1391
1392
1393
1394
1395
1396
1397
1398
1399
1400
1401
1402
1403
1404
1405
1406
1407
1408
1409
1410
1411
1412
1413
1414
1415
1416
1417
1418
1419
1420
1421
1422
1423
1424
1425
1426
1427
1428
1429
1430
1431
1432
1433
1434
1435
1436
1437
1438
1439
1440
1441
1442
1443
1444
1445
1446
1447
1448
1449
1450
1451
1452
1453
1454
1455
1456
1457
1458
1459
1460
1461
1462
1463
1464
1465
1466
1467
1468
1469
1470
1471
1472
1473
1474
1475
1476
1477
1478
1479
1480
1481
1482
1483
1484
1485
1486
1487
1488
1489
1490
1491
1492
1493
1494
1495
1496
1497
1498
1499
1500
1501
1502
1503
1504
1505
1506
1507
1508
1509
1510
1511
1512
1513
1514
1515
1516
1517
1518
1519
1520
1521
1522
1523
1524
1525
1526
1527
1528
1529
1530
1531
1532
1533
1534
1535
1536
1537
1538
1539
1540
1541
1542
1543
1544
1545
1546
1547
1548
1549
1550
1551
1552
1553
1554
1555
1556
1557
1558
1559
1560
1561
1562
1563
1564
1565
1566
1567
1568
1569
1570
1571
1572
1573
1574
1575
1576
1577
1578
1579
1580
1581
1582
1583
1584
1585
1586
1587
1588
1589
1590
1591
1592
1593
1594
1595
1596
1597
1598
1599
1600
1601
1602
1603
1604
1605
1606
1607
1608
1609
1610
1611
1612
1613
1614
1615
1616
1617
1618
1619
1620
1621
1622
1623
1624
1625
1626
1627
1628
1629
1630
1631
1632
1633
1634
1635
1636
1637
1638
1639
1640
1641
1642
1643
1644
1645
1646
1647
1648
1649
1650
1651
1652
1653
1654
1655
1656
1657
1658
1659
1660
1661
1662
1663
1664
1665
1666
1667
1668
1669
1670
1671
1672
1673
1674
1675
1676
1677
1678
1679
1680
1681
1682
1683
1684
1685
1686
1687
1688
1689
1690
1691
1692
1693
1694
1695
1696
1697
1698
1699
1700
1701
1702
1703
1704
1705
1706
1707
1708
1709
1710
1711
1712
1713
1714
1715
1716
1717
1718
1719
1720
1721
1722
1723
1724
1725
1726
1727
1728
1729
1730
1731
1732
1733
1734
1735
1736
1737
1738
1739
1740
1741
1742
1743
1744
1745
1746
1747
1748
1749
1750
1751
1752
1753
1754
1755
1756
1757
1758
1759
1760
1761
1762
1763
1764
1765
1766
1767
1768
1769
1770
1771
1772
1773
1774
1775
1776
1777
1778
1779
1780
1781
1782
1783
1784
1785
1786
1787
1788
1789
1790
1791
1792
1793
1794
1795
1796
1797
1798
1799
1800
1801
1802
1803
1804
1805
1806
1807
1808
1809
1810
1811
1812
1813
1814
1815
1816
1817
1818
1819
1820
1821
1822
1823
1824
1825
1826
1827
1828
1829
1830
1831
1832
1833
1834
1835
1836
1837
1838
1839
1840
1841
1842
1843
1844
1845
1846
1847
1848
1849
1850
1851
1852
1853
1854
1855
1856
1857
1858
1859
1860
1861
1862
1863
1864
1865
1866
1867
1868
1869
1870
1871
1872
1873
1874
1875
1876
1877
1878
1879
1880
1881
1882
1883
1884
1885
1886
1887
1888
1889
1890
1891
1892
1893
1894
1895
1896
1897
1898
1899
1900
1901
1902
1903
1904
1905
1906
1907
1908
1909
1910
1911
1912
1913
1914
1915
1916
1917
1918
1919
1920
1921
1922
1923
1924
1925
1926
1927
1928
1929
1930
1931
1932
1933
1934
1935
1936
1937
1938
1939
1940
1941
1942
1943
1944
1945
1946
1947
1948
1949
1950
1951
1952
1953
1954
1955
1956
1957
1958
1959
1960
1961
1962
1963
1964
1965
1966
1967
1968
1969
1970
1971
1972
1973
1974
1975
1976
1977
1978
1979
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
2016
2017
2018
2019
2020
2021
2022
2023
2024
2025
2026
2027
2028
2029
2030
2031
2032
2033
2034
2035
2036
2037
2038
2039
2040
2041
2042
2043
2044
2045
2046
2047
2048
2049
2050
2051
2052
2053
2054
2055
2056
2057
2058
2059
2060
2061
2062
2063
2064
2065
2066
2067
2068
2069
2070
2071
2072
2073
2074
2075
2076
2077
2078
2079
2080
2081
2082
2083
2084
2085
2086
2087
2088
2089
2090
2091
2092
2093
2094
2095
2096
2097
2098
2099
2100
2101
2102
2103
2104
2105
2106
2107
2108
2109
2110
2111
2112
2113
2114
2115
2116
2117
2118
2119
2120
2121
2122
2123
2124
2125
2126
2127
2128
2129
2130
2131
2132
2133
2134
2135
2136
2137
2138
2139
2140
2141
2142
2143
2144
2145
2146
2147
2148
2149
2150
2151
2152
2153
2154
2155
2156
2157
2158
2159
2160
2161
2162
2163
2164
2165
2166
2167
2168
2169
2170
2171
2172
2173
2174
2175
2176
2177
2178
2179
2180
2181
2182
2183
2184
2185
2186
2187
2188
2189
2190
2191
2192
2193
2194
2195
2196
2197
2198
2199
2200
2201
2202
2203
2204
2205
2206
2207
2208
2209
2210
2211
2212
2213
2214
2215
2216
2217
2218
2219
2220
2221
2222
2223
2224
2225
2226
2227
2228
2229
2230
2231
2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
2256
2257
2258
2259
2260
2261
2262
2263
2264
2265
2266
2267
2268
2269
2270
2271
2272
2273
2274
2275
2276
2277
2278
2279
2280
2281
2282
2283
2284
2285
2286
2287
2288
2289
2290
2291
2292
2293
2294
2295
2296
2297
2298
2299
2300
2301
2302
2303
2304
2305
2306
2307
2308
2309
2310
2311
2312
2313
2314
2315
2316
2317
2318
2319
2320
2321
2322
2323
2324
2325
2326
2327
2328
2329
2330
2331
2332
2333
2334
2335
2336
2337
2338
2339
2340
2341
2342
2343
2344
2345
2346
2347
2348
2349
2350
2351
2352
2353
2354
2355
2356
2357
2358
2359
2360
2361
2362
2363
2364
2365
2366
2367
2368
2369
2370
2371
2372
2373
2374
2375
2376
2377
2378
2379
2380
2381
2382
2383
2384
2385
2386
2387
2388
2389
2390
2391
2392
2393
2394
2395
2396
2397
2398
2399
2400
2401
2402
2403
2404
2405
2406
2407
2408
2409
2410
2411
2412
2413
2414
2415
2416
2417
2418
2419
2420
2421
2422
2423
2424
2425
2426
2427
2428
2429
2430
2431
2432
2433
2434
2435
2436
2437
2438
2439
2440
2441
2442
2443
2444
2445
2446
2447
2448
2449
2450
2451
2452
2453
2454
2455
2456
2457
2458
2459
2460
2461
2462
2463
2464
2465
2466
2467
2468
2469
2470
2471
2472
2473
2474
2475
2476
2477
2478
2479
2480
2481
2482
2483
2484
2485
2486
2487
2488
2489
2490
2491
2492
2493
2494
2495
2496
2497
2498
2499
2500
2501
2502
2503
2504
2505
2506
2507
2508
2509
2510
2511
2512
2513
2514
2515
2516
2517
2518
2519
2520
2521
2522
2523
2524
2525
2526
2527
2528
2529
2530
2531
2532
2533
2534
2535
2536
2537
2538
2539
2540
2541
2542
2543
2544
2545
2546
2547
2548
2549
2550
2551
2552
2553
2554
2555
2556
2557
2558
2559
2560
2561
2562
2563
2564
2565
2566
2567
2568
2569
2570
2571
2572
2573
2574
2575
2576
2577
2578
2579
2580
2581
2582
2583
2584
2585
2586
2587
2588
2589
2590
2591
2592
2593
2594
2595
2596
2597
2598
2599
2600
2601
2602
2603
2604
2605
2606
2607
2608
2609
2610
2611
2612
2613
2614
2615
2616
2617
2618
2619
2620
2621
2622
2623
2624
2625
2626
2627
2628
2629
2630
2631
2632
2633
2634
2635
2636
2637
2638
2639
2640
2641
2642
2643
2644
2645
2646
2647
2648
2649
2650
2651
2652
2653
2654
2655
2656
2657
2658
2659
2660
2661
2662
2663
2664
2665
2666
2667
2668
2669
2670
2671
2672
2673
2674
2675
2676
2677
2678
2679
2680
2681
2682
2683
2684
2685
2686
2687
2688
2689
2690
2691
2692
2693
2694
2695
2696
2697
2698
2699
2700
2701
2702
2703
2704
2705
2706
2707
2708
2709
2710
2711
2712
2713
2714
2715
2716
2717
2718
2719
2720
2721
2722
2723
2724
2725
2726
2727
2728
2729
2730
2731
2732
2733
2734
2735
2736
2737
2738
2739
2740
2741
2742
2743
2744
2745
2746
2747
2748
2749
2750
2751
2752
2753
2754
2755
2756
2757
2758
2759
2760
2761
2762
2763
2764
2765
2766
2767
2768
2769
2770
2771
2772
2773
2774
2775
2776
2777
2778
2779
2780
2781
2782
2783
2784
2785
2786
2787
2788
2789
2790
2791
2792
2793
2794
2795
2796
2797
2798
2799
2800
2801
2802
2803
2804
2805
2806
2807
2808
2809
2810
2811
2812
2813
2814
2815
2816
2817
2818
2819
2820
2821
2822
2823
2824
2825
2826
2827
2828
2829
2830
2831
2832
2833
2834
2835
2836
2837
2838
2839
2840
2841
2842
2843
2844
2845
2846
2847
2848
2849
2850
2851
2852
2853
2854
2855
2856
2857
2858
2859
2860
2861
2862
2863
2864
2865
2866
2867
2868
2869
2870
2871
2872
2873
2874
2875
2876
2877
2878
2879
2880
2881
2882
2883
2884
2885
2886
2887
2888
2889
2890
2891
2892
2893
2894
2895
2896
2897
2898
2899
2900
2901
2902
2903
2904
2905
2906
2907
2908
2909
2910
2911
2912
2913
2914
2915
2916
2917
2918
2919
2920
2921
2922
2923
2924
2925
2926
2927
2928
2929
2930
2931
2932
2933
2934
2935
2936
2937
2938
2939
2940
2941
2942
2943
2944
2945
2946
2947
2948
2949
2950
2951
2952
2953
2954
2955
2956
2957
2958
2959
2960
2961
2962
2963
2964
2965
2966
2967
2968
2969
2970
2971
2972
2973
2974
2975
2976
2977
2978
2979
2980
2981
2982
2983
2984
2985
2986
2987
2988
2989
2990
2991
2992
2993
2994
2995
2996
2997
2998
2999
3000
3001
3002
3003
3004
3005
3006
3007
3008
3009
3010
3011
3012
3013
3014
3015
3016
3017
3018
3019
3020
3021
3022
3023
3024
3025
3026
3027
3028
3029
3030
3031
3032
3033
3034
3035
3036
3037
3038
3039
3040
3041
3042
3043
3044
3045
3046
3047
3048
3049
3050
3051
3052
3053
3054
3055
3056
3057
3058
3059
3060
3061
3062
3063
3064
3065
3066
3067
3068
3069
3070
3071
3072
3073
3074
3075
3076
3077
3078
3079
3080
3081
3082
3083
3084
3085
3086
3087
3088
3089
3090
3091
3092
3093
3094
3095
3096
3097
3098
3099
3100
3101
3102
3103
3104
3105
3106
3107
3108
3109
3110
3111
3112
3113
3114
3115
3116
3117
3118
3119
3120
3121
3122
3123
3124
3125
3126
3127
3128
3129
3130
3131
3132
3133
3134
3135
3136
3137
3138
3139
3140
3141
3142
3143
3144
3145
3146
3147
3148
3149
3150
3151
3152
3153
3154
3155
3156
3157
3158
3159
3160
3161
3162
3163
3164
3165
3166
3167
3168
3169
3170
3171
3172
3173
3174
3175
3176
3177
3178
3179
3180
3181
3182
3183
3184
3185
3186
3187
3188
3189
3190
3191
3192
3193
3194
3195
3196
3197
3198
3199
3200
3201
3202
3203
3204
3205
3206
3207
3208
3209
3210
3211
3212
3213
3214
3215
3216
3217
3218
3219
3220
3221
3222
3223
3224
3225
3226
3227
3228
3229
3230
3231
3232
3233
3234
3235
3236
3237
3238
3239
3240
3241
3242
3243
3244
3245
3246
3247
3248
3249
3250
3251
3252
3253
3254
3255
3256
3257
3258
3259
3260
3261
3262
3263
3264
3265
3266
3267
3268
3269
3270
3271
3272
3273
3274
3275
3276
3277
3278
3279
3280
3281
3282
3283
3284
3285
3286
3287
3288
3289
3290
3291
3292
3293
3294
3295
3296
3297
3298
3299
3300
3301
3302
3303
3304
3305
3306
3307
3308
3309
3310
3311
3312
3313
3314
3315
3316
3317
3318
3319
3320
3321
3322
3323
3324
3325
3326
3327
3328
3329
3330
3331
3332
3333
3334
3335
3336
3337
3338
3339
3340
3341
3342
3343
3344
3345
3346
3347
3348
3349
3350
3351
3352
3353
3354
3355
3356
3357
3358
3359
3360
3361
3362
3363
3364
3365
3366
3367
3368
3369
3370
3371
3372
3373
3374
3375
3376
3377
3378
3379
3380
3381
3382
3383
3384
3385
3386
3387
3388
3389
3390
3391
3392
3393
3394
3395
3396
3397
3398
3399
3400
3401
3402
3403
3404
3405
3406
3407
3408
3409
3410
3411
3412
3413
3414
3415
3416
3417
3418
3419
3420
3421
3422
3423
3424
3425
3426
3427
3428
3429
3430
3431
3432
3433
3434
3435
3436
3437
3438
3439
3440
3441
3442
3443
3444
3445
3446
3447
3448
3449
3450
3451
3452
3453
3454
3455
3456
3457
3458
3459
3460
3461
3462
3463
3464
3465
3466
3467
3468
3469
3470
3471
3472
3473
3474
3475
3476
3477
3478
3479
3480
3481
3482
3483
3484
3485
3486
3487
3488
3489
3490
3491
3492
3493
3494
3495
3496
3497
3498
3499
3500
3501
3502
3503
3504
3505
3506
3507
3508
3509
3510
3511
3512
3513
3514
3515
3516
3517
3518
3519
3520
3521
3522
3523
3524
3525
3526
3527
3528
3529
3530
3531
3532
3533
3534
3535
3536
3537
3538
3539
3540
3541
3542
3543
3544
3545
3546
3547
3548
3549
3550
3551
3552
3553
3554
3555
3556
3557
3558
3559
3560
3561
3562
3563
3564
3565
3566
3567
3568
3569
3570
3571
3572
3573
3574
3575
3576
3577
3578
3579
3580
3581
3582
3583
3584
3585
3586
3587
3588
3589
3590
3591
3592
3593
3594
3595
3596
3597
3598
3599
3600
3601
3602
3603
3604
3605
3606
3607
3608
3609
3610
3611
3612
3613
3614
3615
3616
3617
3618
3619
3620
3621
3622
3623
3624
3625
3626
3627
3628
3629
3630
3631
3632
3633
3634
3635
3636
3637
3638
3639
3640
3641
3642
3643
3644
3645
3646
3647
3648
3649
3650
3651
3652
3653
3654
3655
3656
3657
3658
3659
3660
3661
3662
3663
3664
3665
3666
3667
3668
3669
3670
3671
3672
3673
3674
3675
3676
3677
3678
3679
3680
3681
3682
3683
3684
3685
3686
3687
3688
3689
3690
3691
3692
3693
3694
3695
3696
3697
3698
3699
3700
3701
3702
3703
3704
3705
3706
3707
3708
3709
3710
3711
3712
3713
3714
3715
3716
3717
3718
3719
3720
3721
3722
3723
3724
3725
3726
3727
3728
3729
3730
3731
3732
3733
3734
3735
3736
3737
3738
3739
3740
3741
3742
3743
3744
3745
3746
3747
3748
3749
3750
3751
3752
3753
3754
3755
3756
3757
3758
3759
3760
3761
3762
3763
3764
3765
3766
3767
3768
3769
3770
3771
3772
3773
3774
3775
3776
3777
3778
3779
3780
3781
3782
3783
3784
3785
3786
3787
3788
3789
3790
3791
3792
3793
3794
3795
3796
3797
3798
3799
3800
3801
3802
3803
3804
3805
3806
3807
3808
3809
3810
3811
3812
3813
3814
3815
3816
3817
3818
3819
3820
3821
3822
3823
3824
3825
3826
3827
3828
3829
3830
3831
3832
3833
3834
3835
3836
3837
3838
3839
3840
3841
3842
3843
3844
3845
3846
3847
3848
3849
3850
3851
3852
3853
3854
3855
3856
3857
3858
|
from __future__ import annotations
import logging
import typing as t
from collections import defaultdict
from sqlglot import exp
from sqlglot.errors import ErrorLevel, ParseError, concat_messages, merge_errors
from sqlglot.helper import (
apply_index_offset,
count_params,
ensure_collection,
ensure_list,
seq_get,
)
from sqlglot.tokens import Token, Tokenizer, TokenType
from sqlglot.trie import in_trie, new_trie
logger = logging.getLogger("sqlglot")
def parse_var_map(args):
keys = []
values = []
for i in range(0, len(args), 2):
keys.append(args[i])
values.append(args[i + 1])
return exp.VarMap(
keys=exp.Array(expressions=keys),
values=exp.Array(expressions=values),
)
class _Parser(type):
def __new__(cls, clsname, bases, attrs):
klass = super().__new__(cls, clsname, bases, attrs)
klass._show_trie = new_trie(key.split(" ") for key in klass.SHOW_PARSERS)
klass._set_trie = new_trie(key.split(" ") for key in klass.SET_PARSERS)
return klass
class Parser(metaclass=_Parser):
"""
Parser consumes a list of tokens produced by the `sqlglot.tokens.Tokenizer` and produces
a parsed syntax tree.
Args:
error_level: the desired error level.
Default: ErrorLevel.RAISE
error_message_context: determines the amount of context to capture from a
query string when displaying the error message (in number of characters).
Default: 50.
index_offset: Index offset for arrays eg ARRAY[0] vs ARRAY[1] as the head of a list.
Default: 0
alias_post_tablesample: If the table alias comes after tablesample.
Default: False
max_errors: Maximum number of error messages to include in a raised ParseError.
This is only relevant if error_level is ErrorLevel.RAISE.
Default: 3
null_ordering: Indicates the default null ordering method to use if not explicitly set.
Options are "nulls_are_small", "nulls_are_large", "nulls_are_last".
Default: "nulls_are_small"
"""
FUNCTIONS: t.Dict[str, t.Callable] = {
**{name: f.from_arg_list for f in exp.ALL_FUNCTIONS for name in f.sql_names()},
"DATE_TO_DATE_STR": lambda args: exp.Cast(
this=seq_get(args, 0),
to=exp.DataType(this=exp.DataType.Type.TEXT),
),
"TIME_TO_TIME_STR": lambda args: exp.Cast(
this=seq_get(args, 0),
to=exp.DataType(this=exp.DataType.Type.TEXT),
),
"TS_OR_DS_TO_DATE_STR": lambda args: exp.Substring(
this=exp.Cast(
this=seq_get(args, 0),
to=exp.DataType(this=exp.DataType.Type.TEXT),
),
start=exp.Literal.number(1),
length=exp.Literal.number(10),
),
"VAR_MAP": parse_var_map,
"IFNULL": exp.Coalesce.from_arg_list,
}
NO_PAREN_FUNCTIONS = {
TokenType.CURRENT_DATE: exp.CurrentDate,
TokenType.CURRENT_DATETIME: exp.CurrentDate,
TokenType.CURRENT_TIMESTAMP: exp.CurrentTimestamp,
}
NESTED_TYPE_TOKENS = {
TokenType.ARRAY,
TokenType.MAP,
TokenType.STRUCT,
TokenType.NULLABLE,
}
TYPE_TOKENS = {
TokenType.BOOLEAN,
TokenType.TINYINT,
TokenType.SMALLINT,
TokenType.INT,
TokenType.BIGINT,
TokenType.FLOAT,
TokenType.DOUBLE,
TokenType.CHAR,
TokenType.NCHAR,
TokenType.VARCHAR,
TokenType.NVARCHAR,
TokenType.TEXT,
TokenType.MEDIUMTEXT,
TokenType.LONGTEXT,
TokenType.MEDIUMBLOB,
TokenType.LONGBLOB,
TokenType.BINARY,
TokenType.VARBINARY,
TokenType.JSON,
TokenType.JSONB,
TokenType.INTERVAL,
TokenType.TIME,
TokenType.TIMESTAMP,
TokenType.TIMESTAMPTZ,
TokenType.TIMESTAMPLTZ,
TokenType.DATETIME,
TokenType.DATE,
TokenType.DECIMAL,
TokenType.UUID,
TokenType.GEOGRAPHY,
TokenType.GEOMETRY,
TokenType.HLLSKETCH,
TokenType.HSTORE,
TokenType.PSEUDO_TYPE,
TokenType.SUPER,
TokenType.SERIAL,
TokenType.SMALLSERIAL,
TokenType.BIGSERIAL,
TokenType.XML,
TokenType.UNIQUEIDENTIFIER,
TokenType.MONEY,
TokenType.SMALLMONEY,
TokenType.ROWVERSION,
TokenType.IMAGE,
TokenType.VARIANT,
TokenType.OBJECT,
*NESTED_TYPE_TOKENS,
}
SUBQUERY_PREDICATES = {
TokenType.ANY: exp.Any,
TokenType.ALL: exp.All,
TokenType.EXISTS: exp.Exists,
TokenType.SOME: exp.Any,
}
RESERVED_KEYWORDS = {*Tokenizer.SINGLE_TOKENS.values(), TokenType.SELECT}
ID_VAR_TOKENS = {
TokenType.VAR,
TokenType.ANTI,
TokenType.APPLY,
TokenType.AUTO_INCREMENT,
TokenType.BEGIN,
TokenType.BOTH,
TokenType.BUCKET,
TokenType.CACHE,
TokenType.CASCADE,
TokenType.COLLATE,
TokenType.COLUMN,
TokenType.COMMAND,
TokenType.COMMIT,
TokenType.COMPOUND,
TokenType.CONSTRAINT,
TokenType.CURRENT_TIME,
TokenType.DEFAULT,
TokenType.DELETE,
TokenType.DESCRIBE,
TokenType.DIV,
TokenType.END,
TokenType.EXECUTE,
TokenType.ESCAPE,
TokenType.FALSE,
TokenType.FIRST,
TokenType.FILTER,
TokenType.FOLLOWING,
TokenType.FORMAT,
TokenType.FUNCTION,
TokenType.IF,
TokenType.INDEX,
TokenType.ISNULL,
TokenType.INTERVAL,
TokenType.LAZY,
TokenType.LEADING,
TokenType.LEFT,
TokenType.LOCAL,
TokenType.MATERIALIZED,
TokenType.MERGE,
TokenType.NATURAL,
TokenType.NEXT,
TokenType.OFFSET,
TokenType.ONLY,
TokenType.OPTIONS,
TokenType.ORDINALITY,
TokenType.PERCENT,
TokenType.PIVOT,
TokenType.PRECEDING,
TokenType.RANGE,
TokenType.REFERENCES,
TokenType.RIGHT,
TokenType.ROW,
TokenType.ROWS,
TokenType.SCHEMA,
TokenType.SEED,
TokenType.SEMI,
TokenType.SET,
TokenType.SHOW,
TokenType.SORTKEY,
TokenType.TABLE,
TokenType.TEMPORARY,
TokenType.TOP,
TokenType.TRAILING,
TokenType.TRUE,
TokenType.UNBOUNDED,
TokenType.UNIQUE,
TokenType.UNLOGGED,
TokenType.UNPIVOT,
TokenType.PROCEDURE,
TokenType.VIEW,
TokenType.VOLATILE,
TokenType.WINDOW,
*SUBQUERY_PREDICATES,
*TYPE_TOKENS,
*NO_PAREN_FUNCTIONS,
}
TABLE_ALIAS_TOKENS = ID_VAR_TOKENS - {
TokenType.APPLY,
TokenType.LEFT,
TokenType.NATURAL,
TokenType.OFFSET,
TokenType.RIGHT,
TokenType.WINDOW,
}
UPDATE_ALIAS_TOKENS = TABLE_ALIAS_TOKENS - {TokenType.SET}
TRIM_TYPES = {TokenType.LEADING, TokenType.TRAILING, TokenType.BOTH}
FUNC_TOKENS = {
TokenType.COMMAND,
TokenType.CURRENT_DATE,
TokenType.CURRENT_DATETIME,
TokenType.CURRENT_TIMESTAMP,
TokenType.CURRENT_TIME,
TokenType.FILTER,
TokenType.FIRST,
TokenType.FORMAT,
TokenType.IDENTIFIER,
TokenType.INDEX,
TokenType.ISNULL,
TokenType.ILIKE,
TokenType.LIKE,
TokenType.MERGE,
TokenType.OFFSET,
TokenType.PRIMARY_KEY,
TokenType.REPLACE,
TokenType.ROW,
TokenType.UNNEST,
TokenType.VAR,
TokenType.LEFT,
TokenType.RIGHT,
TokenType.DATE,
TokenType.DATETIME,
TokenType.TABLE,
TokenType.TIMESTAMP,
TokenType.TIMESTAMPTZ,
TokenType.WINDOW,
*TYPE_TOKENS,
*SUBQUERY_PREDICATES,
}
CONJUNCTION = {
TokenType.AND: exp.And,
TokenType.OR: exp.Or,
}
EQUALITY = {
TokenType.EQ: exp.EQ,
TokenType.NEQ: exp.NEQ,
TokenType.NULLSAFE_EQ: exp.NullSafeEQ,
}
COMPARISON = {
TokenType.GT: exp.GT,
TokenType.GTE: exp.GTE,
TokenType.LT: exp.LT,
TokenType.LTE: exp.LTE,
}
BITWISE = {
TokenType.AMP: exp.BitwiseAnd,
TokenType.CARET: exp.BitwiseXor,
TokenType.PIPE: exp.BitwiseOr,
TokenType.DPIPE: exp.DPipe,
}
TERM = {
TokenType.DASH: exp.Sub,
TokenType.PLUS: exp.Add,
TokenType.MOD: exp.Mod,
TokenType.COLLATE: exp.Collate,
}
FACTOR = {
TokenType.DIV: exp.IntDiv,
TokenType.LR_ARROW: exp.Distance,
TokenType.SLASH: exp.Div,
TokenType.STAR: exp.Mul,
}
TIMESTAMPS = {
TokenType.TIME,
TokenType.TIMESTAMP,
TokenType.TIMESTAMPTZ,
TokenType.TIMESTAMPLTZ,
}
SET_OPERATIONS = {
TokenType.UNION,
TokenType.INTERSECT,
TokenType.EXCEPT,
}
JOIN_SIDES = {
TokenType.LEFT,
TokenType.RIGHT,
TokenType.FULL,
}
JOIN_KINDS = {
TokenType.INNER,
TokenType.OUTER,
TokenType.CROSS,
TokenType.SEMI,
TokenType.ANTI,
}
LAMBDAS = {
TokenType.ARROW: lambda self, expressions: self.expression(
exp.Lambda,
this=self._parse_conjunction().transform(
self._replace_lambda, {node.name for node in expressions}
),
expressions=expressions,
),
TokenType.FARROW: lambda self, expressions: self.expression(
exp.Kwarg,
this=exp.Var(this=expressions[0].name),
expression=self._parse_conjunction(),
),
}
COLUMN_OPERATORS = {
TokenType.DOT: None,
TokenType.DCOLON: lambda self, this, to: self.expression(
exp.Cast,
this=this,
to=to,
),
TokenType.ARROW: lambda self, this, path: self.expression(
exp.JSONExtract,
this=this,
expression=path,
),
TokenType.DARROW: lambda self, this, path: self.expression(
exp.JSONExtractScalar,
this=this,
expression=path,
),
TokenType.HASH_ARROW: lambda self, this, path: self.expression(
exp.JSONBExtract,
this=this,
expression=path,
),
TokenType.DHASH_ARROW: lambda self, this, path: self.expression(
exp.JSONBExtractScalar,
this=this,
expression=path,
),
TokenType.PLACEHOLDER: lambda self, this, key: self.expression(
exp.JSONBContains,
this=this,
expression=key,
),
}
EXPRESSION_PARSERS = {
exp.Column: lambda self: self._parse_column(),
exp.DataType: lambda self: self._parse_types(),
exp.From: lambda self: self._parse_from(),
exp.Group: lambda self: self._parse_group(),
exp.Identifier: lambda self: self._parse_id_var(),
exp.Lateral: lambda self: self._parse_lateral(),
exp.Join: lambda self: self._parse_join(),
exp.Order: lambda self: self._parse_order(),
exp.Cluster: lambda self: self._parse_sort(TokenType.CLUSTER_BY, exp.Cluster),
exp.Sort: lambda self: self._parse_sort(TokenType.SORT_BY, exp.Sort),
exp.Lambda: lambda self: self._parse_lambda(),
exp.Limit: lambda self: self._parse_limit(),
exp.Offset: lambda self: self._parse_offset(),
exp.TableAlias: lambda self: self._parse_table_alias(),
exp.Table: lambda self: self._parse_table(),
exp.Condition: lambda self: self._parse_conjunction(),
exp.Expression: lambda self: self._parse_statement(),
exp.Properties: lambda self: self._parse_properties(),
exp.Where: lambda self: self._parse_where(),
exp.Ordered: lambda self: self._parse_ordered(),
exp.Having: lambda self: self._parse_having(),
exp.With: lambda self: self._parse_with(),
exp.Window: lambda self: self._parse_named_window(),
"JOIN_TYPE": lambda self: self._parse_join_side_and_kind(),
}
STATEMENT_PARSERS = {
TokenType.ALTER: lambda self: self._parse_alter(),
TokenType.BEGIN: lambda self: self._parse_transaction(),
TokenType.CACHE: lambda self: self._parse_cache(),
TokenType.COMMIT: lambda self: self._parse_commit_or_rollback(),
TokenType.CREATE: lambda self: self._parse_create(),
TokenType.DELETE: lambda self: self._parse_delete(),
TokenType.DESC: lambda self: self._parse_describe(),
TokenType.DESCRIBE: lambda self: self._parse_describe(),
TokenType.DROP: lambda self: self._parse_drop(),
TokenType.END: lambda self: self._parse_commit_or_rollback(),
TokenType.INSERT: lambda self: self._parse_insert(),
TokenType.LOAD_DATA: lambda self: self._parse_load_data(),
TokenType.MERGE: lambda self: self._parse_merge(),
TokenType.ROLLBACK: lambda self: self._parse_commit_or_rollback(),
TokenType.UNCACHE: lambda self: self._parse_uncache(),
TokenType.UPDATE: lambda self: self._parse_update(),
TokenType.USE: lambda self: self.expression(
exp.Use,
kind=self._match_texts(("ROLE", "WAREHOUSE", "DATABASE", "SCHEMA"))
and exp.Var(this=self._prev.text),
this=self._parse_table(schema=False),
),
}
UNARY_PARSERS = {
TokenType.PLUS: lambda self: self._parse_unary(), # Unary + is handled as a no-op
TokenType.NOT: lambda self: self.expression(exp.Not, this=self._parse_equality()),
TokenType.TILDA: lambda self: self.expression(exp.BitwiseNot, this=self._parse_unary()),
TokenType.DASH: lambda self: self.expression(exp.Neg, this=self._parse_unary()),
}
PRIMARY_PARSERS = {
TokenType.STRING: lambda self, token: self.expression(
exp.Literal, this=token.text, is_string=True
),
TokenType.NUMBER: lambda self, token: self.expression(
exp.Literal, this=token.text, is_string=False
),
TokenType.STAR: lambda self, _: self.expression(
exp.Star,
**{"except": self._parse_except(), "replace": self._parse_replace()},
),
TokenType.NULL: lambda self, _: self.expression(exp.Null),
TokenType.TRUE: lambda self, _: self.expression(exp.Boolean, this=True),
TokenType.FALSE: lambda self, _: self.expression(exp.Boolean, this=False),
TokenType.BIT_STRING: lambda self, token: self.expression(exp.BitString, this=token.text),
TokenType.HEX_STRING: lambda self, token: self.expression(exp.HexString, this=token.text),
TokenType.BYTE_STRING: lambda self, token: self.expression(exp.ByteString, this=token.text),
TokenType.INTRODUCER: lambda self, token: self._parse_introducer(token),
TokenType.NATIONAL: lambda self, token: self._parse_national(token),
TokenType.SESSION_PARAMETER: lambda self, _: self._parse_session_parameter(),
}
PLACEHOLDER_PARSERS = {
TokenType.PLACEHOLDER: lambda self: self.expression(exp.Placeholder),
TokenType.PARAMETER: lambda self: self._parse_parameter(),
TokenType.COLON: lambda self: self.expression(exp.Placeholder, this=self._prev.text)
if self._match_set((TokenType.NUMBER, TokenType.VAR))
else None,
}
RANGE_PARSERS = {
TokenType.BETWEEN: lambda self, this: self._parse_between(this),
TokenType.GLOB: lambda self, this: self._parse_escape(
self.expression(exp.Glob, this=this, expression=self._parse_bitwise())
),
TokenType.IN: lambda self, this: self._parse_in(this),
TokenType.IS: lambda self, this: self._parse_is(this),
TokenType.LIKE: lambda self, this: self._parse_escape(
self.expression(exp.Like, this=this, expression=self._parse_bitwise())
),
TokenType.ILIKE: lambda self, this: self._parse_escape(
self.expression(exp.ILike, this=this, expression=self._parse_bitwise())
),
TokenType.IRLIKE: lambda self, this: self.expression(
exp.RegexpILike, this=this, expression=self._parse_bitwise()
),
TokenType.RLIKE: lambda self, this: self.expression(
exp.RegexpLike, this=this, expression=self._parse_bitwise()
),
TokenType.SIMILAR_TO: lambda self, this: self.expression(
exp.SimilarTo, this=this, expression=self._parse_bitwise()
),
}
PROPERTY_PARSERS = {
"AUTO_INCREMENT": lambda self: self._parse_property_assignment(exp.AutoIncrementProperty),
"CHARACTER SET": lambda self: self._parse_character_set(),
"CLUSTER BY": lambda self: self.expression(
exp.Cluster, expressions=self._parse_csv(self._parse_ordered)
),
"LOCATION": lambda self: self._parse_property_assignment(exp.LocationProperty),
"PARTITION BY": lambda self: self._parse_partitioned_by(),
"PARTITIONED BY": lambda self: self._parse_partitioned_by(),
"PARTITIONED_BY": lambda self: self._parse_partitioned_by(),
"COMMENT": lambda self: self._parse_property_assignment(exp.SchemaCommentProperty),
"STORED": lambda self: self._parse_property_assignment(exp.FileFormatProperty),
"DISTKEY": lambda self: self._parse_distkey(),
"DISTSTYLE": lambda self: self._parse_property_assignment(exp.DistStyleProperty),
"SORTKEY": lambda self: self._parse_sortkey(),
"LIKE": lambda self: self._parse_create_like(),
"RETURNS": lambda self: self._parse_returns(),
"ROW": lambda self: self._parse_row(),
"COLLATE": lambda self: self._parse_property_assignment(exp.CollateProperty),
"FORMAT": lambda self: self._parse_property_assignment(exp.FileFormatProperty),
"TABLE_FORMAT": lambda self: self._parse_property_assignment(exp.TableFormatProperty),
"USING": lambda self: self._parse_property_assignment(exp.TableFormatProperty),
"LANGUAGE": lambda self: self._parse_property_assignment(exp.LanguageProperty),
"EXECUTE": lambda self: self._parse_property_assignment(exp.ExecuteAsProperty),
"DETERMINISTIC": lambda self: self.expression(
exp.VolatilityProperty, this=exp.Literal.string("IMMUTABLE")
),
"IMMUTABLE": lambda self: self.expression(
exp.VolatilityProperty, this=exp.Literal.string("IMMUTABLE")
),
"STABLE": lambda self: self.expression(
exp.VolatilityProperty, this=exp.Literal.string("STABLE")
),
"VOLATILE": lambda self: self.expression(
exp.VolatilityProperty, this=exp.Literal.string("VOLATILE")
),
"WITH": lambda self: self._parse_with_property(),
"TBLPROPERTIES": lambda self: self._parse_wrapped_csv(self._parse_property),
"FALLBACK": lambda self: self._parse_fallback(no=self._prev.text.upper() == "NO"),
"LOG": lambda self: self._parse_log(no=self._prev.text.upper() == "NO"),
"BEFORE": lambda self: self._parse_journal(
no=self._prev.text.upper() == "NO", dual=self._prev.text.upper() == "DUAL"
),
"JOURNAL": lambda self: self._parse_journal(
no=self._prev.text.upper() == "NO", dual=self._prev.text.upper() == "DUAL"
),
"AFTER": lambda self: self._parse_afterjournal(
no=self._prev.text.upper() == "NO", dual=self._prev.text.upper() == "DUAL"
),
"LOCAL": lambda self: self._parse_afterjournal(no=False, dual=False, local=True),
"NOT": lambda self: self._parse_afterjournal(no=False, dual=False, local=False),
"CHECKSUM": lambda self: self._parse_checksum(),
"FREESPACE": lambda self: self._parse_freespace(),
"MERGEBLOCKRATIO": lambda self: self._parse_mergeblockratio(
no=self._prev.text.upper() == "NO", default=self._prev.text.upper() == "DEFAULT"
),
"MIN": lambda self: self._parse_datablocksize(),
"MINIMUM": lambda self: self._parse_datablocksize(),
"MAX": lambda self: self._parse_datablocksize(),
"MAXIMUM": lambda self: self._parse_datablocksize(),
"DATABLOCKSIZE": lambda self: self._parse_datablocksize(
default=self._prev.text.upper() == "DEFAULT"
),
"BLOCKCOMPRESSION": lambda self: self._parse_blockcompression(),
"ALGORITHM": lambda self: self._parse_property_assignment(exp.AlgorithmProperty),
"DEFINER": lambda self: self._parse_definer(),
"LOCK": lambda self: self._parse_locking(),
"LOCKING": lambda self: self._parse_locking(),
}
CONSTRAINT_PARSERS = {
"AUTOINCREMENT": lambda self: self._parse_auto_increment(),
"AUTO_INCREMENT": lambda self: self._parse_auto_increment(),
"CASESPECIFIC": lambda self: self.expression(exp.CaseSpecificColumnConstraint, not_=False),
"CHARACTER SET": lambda self: self.expression(
exp.CharacterSetColumnConstraint, this=self._parse_var_or_string()
),
"CHECK": lambda self: self.expression(
exp.CheckColumnConstraint, this=self._parse_wrapped(self._parse_conjunction)
),
"COLLATE": lambda self: self.expression(
exp.CollateColumnConstraint, this=self._parse_var()
),
"COMMENT": lambda self: self.expression(
exp.CommentColumnConstraint, this=self._parse_string()
),
"COMPRESS": lambda self: self._parse_compress(),
"DEFAULT": lambda self: self.expression(
exp.DefaultColumnConstraint, this=self._parse_bitwise()
),
"ENCODE": lambda self: self.expression(exp.EncodeColumnConstraint, this=self._parse_var()),
"FOREIGN KEY": lambda self: self._parse_foreign_key(),
"FORMAT": lambda self: self.expression(
exp.DateFormatColumnConstraint, this=self._parse_var_or_string()
),
"GENERATED": lambda self: self._parse_generated_as_identity(),
"IDENTITY": lambda self: self._parse_auto_increment(),
"INLINE": lambda self: self._parse_inline(),
"LIKE": lambda self: self._parse_create_like(),
"NOT": lambda self: self._parse_not_constraint(),
"NULL": lambda self: self.expression(exp.NotNullColumnConstraint, allow_null=True),
"PATH": lambda self: self.expression(exp.PathColumnConstraint, this=self._parse_string()),
"PRIMARY KEY": lambda self: self._parse_primary_key(),
"TITLE": lambda self: self.expression(
exp.TitleColumnConstraint, this=self._parse_var_or_string()
),
"UNIQUE": lambda self: self._parse_unique(),
"UPPERCASE": lambda self: self.expression(exp.UppercaseColumnConstraint),
}
SCHEMA_UNNAMED_CONSTRAINTS = {"CHECK", "FOREIGN KEY", "LIKE", "PRIMARY KEY", "UNIQUE"}
NO_PAREN_FUNCTION_PARSERS = {
TokenType.CASE: lambda self: self._parse_case(),
TokenType.IF: lambda self: self._parse_if(),
TokenType.ANY: lambda self: self.expression(exp.Any, this=self._parse_bitwise()),
}
FUNCTION_PARSERS: t.Dict[str, t.Callable] = {
"CONVERT": lambda self: self._parse_convert(self.STRICT_CAST),
"TRY_CONVERT": lambda self: self._parse_convert(False),
"EXTRACT": lambda self: self._parse_extract(),
"POSITION": lambda self: self._parse_position(),
"SUBSTRING": lambda self: self._parse_substring(),
"TRIM": lambda self: self._parse_trim(),
"CAST": lambda self: self._parse_cast(self.STRICT_CAST),
"TRY_CAST": lambda self: self._parse_cast(False),
"STRING_AGG": lambda self: self._parse_string_agg(),
}
QUERY_MODIFIER_PARSERS = {
"match": lambda self: self._parse_match_recognize(),
"where": lambda self: self._parse_where(),
"group": lambda self: self._parse_group(),
"having": lambda self: self._parse_having(),
"qualify": lambda self: self._parse_qualify(),
"windows": lambda self: self._parse_window_clause(),
"distribute": lambda self: self._parse_sort(TokenType.DISTRIBUTE_BY, exp.Distribute),
"sort": lambda self: self._parse_sort(TokenType.SORT_BY, exp.Sort),
"cluster": lambda self: self._parse_sort(TokenType.CLUSTER_BY, exp.Cluster),
"order": lambda self: self._parse_order(),
"limit": lambda self: self._parse_limit(),
"offset": lambda self: self._parse_offset(),
"lock": lambda self: self._parse_lock(),
}
SHOW_PARSERS: t.Dict[str, t.Callable] = {}
SET_PARSERS: t.Dict[str, t.Callable] = {}
MODIFIABLES = (exp.Subquery, exp.Subqueryable, exp.Table)
CREATABLES = {
TokenType.COLUMN,
TokenType.FUNCTION,
TokenType.INDEX,
TokenType.PROCEDURE,
TokenType.SCHEMA,
TokenType.TABLE,
TokenType.VIEW,
}
TRANSACTION_KIND = {"DEFERRED", "IMMEDIATE", "EXCLUSIVE"}
INSERT_ALTERNATIVES = {"ABORT", "FAIL", "IGNORE", "REPLACE", "ROLLBACK"}
WINDOW_ALIAS_TOKENS = ID_VAR_TOKENS - {TokenType.ROWS}
ADD_CONSTRAINT_TOKENS = {TokenType.CONSTRAINT, TokenType.PRIMARY_KEY, TokenType.FOREIGN_KEY}
STRICT_CAST = True
__slots__ = (
"error_level",
"error_message_context",
"sql",
"errors",
"index_offset",
"unnest_column_only",
"alias_post_tablesample",
"max_errors",
"null_ordering",
"_tokens",
"_index",
"_curr",
"_next",
"_prev",
"_prev_comments",
"_show_trie",
"_set_trie",
)
def __init__(
self,
error_level: t.Optional[ErrorLevel] = None,
error_message_context: int = 100,
index_offset: int = 0,
unnest_column_only: bool = False,
alias_post_tablesample: bool = False,
max_errors: int = 3,
null_ordering: t.Optional[str] = None,
):
self.error_level = error_level or ErrorLevel.IMMEDIATE
self.error_message_context = error_message_context
self.index_offset = index_offset
self.unnest_column_only = unnest_column_only
self.alias_post_tablesample = alias_post_tablesample
self.max_errors = max_errors
self.null_ordering = null_ordering
self.reset()
def reset(self):
self.sql = ""
self.errors = []
self._tokens = []
self._index = 0
self._curr = None
self._next = None
self._prev = None
self._prev_comments = None
def parse(
self, raw_tokens: t.List[Token], sql: t.Optional[str] = None
) -> t.List[t.Optional[exp.Expression]]:
"""
Parses a list of tokens and returns a list of syntax trees, one tree
per parsed SQL statement.
Args:
raw_tokens: the list of tokens.
sql: the original SQL string, used to produce helpful debug messages.
Returns:
The list of syntax trees.
"""
return self._parse(
parse_method=self.__class__._parse_statement, raw_tokens=raw_tokens, sql=sql
)
def parse_into(
self,
expression_types: exp.IntoType,
raw_tokens: t.List[Token],
sql: t.Optional[str] = None,
) -> t.List[t.Optional[exp.Expression]]:
"""
Parses a list of tokens into a given Expression type. If a collection of Expression
types is given instead, this method will try to parse the token list into each one
of them, stopping at the first for which the parsing succeeds.
Args:
expression_types: the expression type(s) to try and parse the token list into.
raw_tokens: the list of tokens.
sql: the original SQL string, used to produce helpful debug messages.
Returns:
The target Expression.
"""
errors = []
for expression_type in ensure_collection(expression_types):
parser = self.EXPRESSION_PARSERS.get(expression_type)
if not parser:
raise TypeError(f"No parser registered for {expression_type}")
try:
return self._parse(parser, raw_tokens, sql)
except ParseError as e:
e.errors[0]["into_expression"] = expression_type
errors.append(e)
raise ParseError(
f"Failed to parse into {expression_types}",
errors=merge_errors(errors),
) from errors[-1]
def _parse(
self,
parse_method: t.Callable[[Parser], t.Optional[exp.Expression]],
raw_tokens: t.List[Token],
sql: t.Optional[str] = None,
) -> t.List[t.Optional[exp.Expression]]:
self.reset()
self.sql = sql or ""
total = len(raw_tokens)
chunks: t.List[t.List[Token]] = [[]]
for i, token in enumerate(raw_tokens):
if token.token_type == TokenType.SEMICOLON:
if i < total - 1:
chunks.append([])
else:
chunks[-1].append(token)
expressions = []
for tokens in chunks:
self._index = -1
self._tokens = tokens
self._advance()
expressions.append(parse_method(self))
if self._index < len(self._tokens):
self.raise_error("Invalid expression / Unexpected token")
self.check_errors()
return expressions
def check_errors(self) -> None:
"""
Logs or raises any found errors, depending on the chosen error level setting.
"""
if self.error_level == ErrorLevel.WARN:
for error in self.errors:
logger.error(str(error))
elif self.error_level == ErrorLevel.RAISE and self.errors:
raise ParseError(
concat_messages(self.errors, self.max_errors),
errors=merge_errors(self.errors),
)
def raise_error(self, message: str, token: t.Optional[Token] = None) -> None:
"""
Appends an error in the list of recorded errors or raises it, depending on the chosen
error level setting.
"""
token = token or self._curr or self._prev or Token.string("")
start = self._find_token(token)
end = start + len(token.text)
start_context = self.sql[max(start - self.error_message_context, 0) : start]
highlight = self.sql[start:end]
end_context = self.sql[end : end + self.error_message_context]
error = ParseError.new(
f"{message}. Line {token.line}, Col: {token.col}.\n"
f" {start_context}\033[4m{highlight}\033[0m{end_context}",
description=message,
line=token.line,
col=token.col,
start_context=start_context,
highlight=highlight,
end_context=end_context,
)
if self.error_level == ErrorLevel.IMMEDIATE:
raise error
self.errors.append(error)
def expression(
self, exp_class: t.Type[exp.Expression], comments: t.Optional[t.List[str]] = None, **kwargs
) -> exp.Expression:
"""
Creates a new, validated Expression.
Args:
exp_class: the expression class to instantiate.
comments: an optional list of comments to attach to the expression.
kwargs: the arguments to set for the expression along with their respective values.
Returns:
The target expression.
"""
instance = exp_class(**kwargs)
if self._prev_comments:
instance.comments = self._prev_comments
self._prev_comments = None
if comments:
instance.comments = comments
self.validate_expression(instance)
return instance
def validate_expression(
self, expression: exp.Expression, args: t.Optional[t.List] = None
) -> None:
"""
Validates an already instantiated expression, making sure that all its mandatory arguments
are set.
Args:
expression: the expression to validate.
args: an optional list of items that was used to instantiate the expression, if it's a Func.
"""
if self.error_level == ErrorLevel.IGNORE:
return
for error_message in expression.error_messages(args):
self.raise_error(error_message)
def _find_sql(self, start: Token, end: Token) -> str:
return self.sql[self._find_token(start) : self._find_token(end) + len(end.text)]
def _find_token(self, token: Token) -> int:
line = 1
col = 1
index = 0
while line < token.line or col < token.col:
if Tokenizer.WHITE_SPACE.get(self.sql[index]) == TokenType.BREAK:
line += 1
col = 1
else:
col += 1
index += 1
return index
def _advance(self, times: int = 1) -> None:
self._index += times
self._curr = seq_get(self._tokens, self._index)
self._next = seq_get(self._tokens, self._index + 1)
if self._index > 0:
self._prev = self._tokens[self._index - 1]
self._prev_comments = self._prev.comments
else:
self._prev = None
self._prev_comments = None
def _retreat(self, index: int) -> None:
self._advance(index - self._index)
def _parse_command(self) -> exp.Expression:
return self.expression(exp.Command, this=self._prev.text, expression=self._parse_string())
def _parse_statement(self) -> t.Optional[exp.Expression]:
if self._curr is None:
return None
if self._match_set(self.STATEMENT_PARSERS):
return self.STATEMENT_PARSERS[self._prev.token_type](self)
if self._match_set(Tokenizer.COMMANDS):
return self._parse_command()
expression = self._parse_expression()
expression = self._parse_set_operations(expression) if expression else self._parse_select()
self._parse_query_modifiers(expression)
return expression
def _parse_drop(self, default_kind: t.Optional[str] = None) -> t.Optional[exp.Expression]:
start = self._prev
temporary = self._match(TokenType.TEMPORARY)
materialized = self._match(TokenType.MATERIALIZED)
kind = self._match_set(self.CREATABLES) and self._prev.text
if not kind:
if default_kind:
kind = default_kind
else:
return self._parse_as_command(start)
return self.expression(
exp.Drop,
exists=self._parse_exists(),
this=self._parse_table(schema=True),
kind=kind,
temporary=temporary,
materialized=materialized,
cascade=self._match(TokenType.CASCADE),
)
def _parse_exists(self, not_: bool = False) -> t.Optional[bool]:
return (
self._match(TokenType.IF)
and (not not_ or self._match(TokenType.NOT))
and self._match(TokenType.EXISTS)
)
def _parse_create(self) -> t.Optional[exp.Expression]:
start = self._prev
replace = self._prev.text.upper() == "REPLACE" or self._match_pair(
TokenType.OR, TokenType.REPLACE
)
set_ = self._match(TokenType.SET) # Teradata
multiset = self._match_text_seq("MULTISET") # Teradata
global_temporary = self._match_text_seq("GLOBAL", "TEMPORARY") # Teradata
volatile = self._match(TokenType.VOLATILE) # Teradata
temporary = self._match(TokenType.TEMPORARY)
transient = self._match_text_seq("TRANSIENT")
external = self._match_text_seq("EXTERNAL")
unique = self._match(TokenType.UNIQUE)
materialized = self._match(TokenType.MATERIALIZED)
if self._match_pair(TokenType.TABLE, TokenType.FUNCTION, advance=False):
self._match(TokenType.TABLE)
properties = None
create_token = self._match_set(self.CREATABLES) and self._prev
if not create_token:
properties = self._parse_properties() # exp.Properties.Location.POST_CREATE
create_token = self._match_set(self.CREATABLES) and self._prev
if not properties or not create_token:
return self._parse_as_command(start)
exists = self._parse_exists(not_=True)
this = None
expression = None
data = None
statistics = None
no_primary_index = None
indexes = None
no_schema_binding = None
begin = None
if create_token.token_type in (TokenType.FUNCTION, TokenType.PROCEDURE):
this = self._parse_user_defined_function(kind=create_token.token_type)
properties = self._parse_properties()
self._match(TokenType.ALIAS)
begin = self._match(TokenType.BEGIN)
return_ = self._match_text_seq("RETURN")
expression = self._parse_statement()
if return_:
expression = self.expression(exp.Return, this=expression)
elif create_token.token_type == TokenType.INDEX:
this = self._parse_index()
elif create_token.token_type in (
TokenType.TABLE,
TokenType.VIEW,
TokenType.SCHEMA,
):
table_parts = self._parse_table_parts(schema=True)
# exp.Properties.Location.POST_NAME
if self._match(TokenType.COMMA):
temp_properties = self._parse_properties(before=True)
if properties and temp_properties:
properties.expressions.append(temp_properties.expressions)
elif temp_properties:
properties = temp_properties
this = self._parse_schema(this=table_parts)
# exp.Properties.Location.POST_SCHEMA and POST_WITH
temp_properties = self._parse_properties()
if properties and temp_properties:
properties.expressions.append(temp_properties.expressions)
elif temp_properties:
properties = temp_properties
self._match(TokenType.ALIAS)
# exp.Properties.Location.POST_ALIAS
if not (
self._match(TokenType.SELECT, advance=False)
or self._match(TokenType.WITH, advance=False)
or self._match(TokenType.L_PAREN, advance=False)
):
temp_properties = self._parse_properties()
if properties and temp_properties:
properties.expressions.append(temp_properties.expressions)
elif temp_properties:
properties = temp_properties
expression = self._parse_ddl_select()
if create_token.token_type == TokenType.TABLE:
if self._match_text_seq("WITH", "DATA"):
data = True
elif self._match_text_seq("WITH", "NO", "DATA"):
data = False
if self._match_text_seq("AND", "STATISTICS"):
statistics = True
elif self._match_text_seq("AND", "NO", "STATISTICS"):
statistics = False
no_primary_index = self._match_text_seq("NO", "PRIMARY", "INDEX")
indexes = []
while True:
index = self._parse_create_table_index()
# exp.Properties.Location.POST_INDEX
if self._match(TokenType.PARTITION_BY, advance=False):
temp_properties = self._parse_properties()
if properties and temp_properties:
properties.expressions.append(temp_properties.expressions)
elif temp_properties:
properties = temp_properties
if not index:
break
else:
indexes.append(index)
elif create_token.token_type == TokenType.VIEW:
if self._match_text_seq("WITH", "NO", "SCHEMA", "BINDING"):
no_schema_binding = True
return self.expression(
exp.Create,
this=this,
kind=create_token.text,
expression=expression,
set=set_,
multiset=multiset,
global_temporary=global_temporary,
volatile=volatile,
exists=exists,
properties=properties,
temporary=temporary,
transient=transient,
external=external,
replace=replace,
unique=unique,
materialized=materialized,
data=data,
statistics=statistics,
no_primary_index=no_primary_index,
indexes=indexes,
no_schema_binding=no_schema_binding,
begin=begin,
)
def _parse_property_before(self) -> t.Optional[exp.Expression]:
self._match(TokenType.COMMA)
# parsers look to _prev for no/dual/default, so need to consume first
self._match_text_seq("NO")
self._match_text_seq("DUAL")
self._match_text_seq("DEFAULT")
if self.PROPERTY_PARSERS.get(self._curr.text.upper()):
return self.PROPERTY_PARSERS[self._curr.text.upper()](self)
return None
def _parse_property(self) -> t.Optional[exp.Expression]:
if self._match_texts(self.PROPERTY_PARSERS):
return self.PROPERTY_PARSERS[self._prev.text.upper()](self)
if self._match_pair(TokenType.DEFAULT, TokenType.CHARACTER_SET):
return self._parse_character_set(default=True)
if self._match_pair(TokenType.COMPOUND, TokenType.SORTKEY):
return self._parse_sortkey(compound=True)
if self._match_text_seq("SQL", "SECURITY"):
return self.expression(exp.SqlSecurityProperty, definer=self._match_text_seq("DEFINER"))
assignment = self._match_pair(
TokenType.VAR, TokenType.EQ, advance=False
) or self._match_pair(TokenType.STRING, TokenType.EQ, advance=False)
if assignment:
key = self._parse_var_or_string()
self._match(TokenType.EQ)
return self.expression(exp.Property, this=key, value=self._parse_column())
return None
def _parse_property_assignment(self, exp_class: t.Type[exp.Expression]) -> exp.Expression:
self._match(TokenType.EQ)
self._match(TokenType.ALIAS)
return self.expression(
exp_class,
this=self._parse_var_or_string() or self._parse_number() or self._parse_id_var(),
)
def _parse_properties(self, before=None) -> t.Optional[exp.Expression]:
properties = []
while True:
if before:
identified_property = self._parse_property_before()
else:
identified_property = self._parse_property()
if not identified_property:
break
for p in ensure_collection(identified_property):
properties.append(p)
if properties:
return self.expression(exp.Properties, expressions=properties)
return None
def _parse_fallback(self, no=False) -> exp.Expression:
self._match_text_seq("FALLBACK")
return self.expression(
exp.FallbackProperty, no=no, protection=self._match_text_seq("PROTECTION")
)
def _parse_with_property(
self,
) -> t.Union[t.Optional[exp.Expression], t.List[t.Optional[exp.Expression]]]:
if self._match(TokenType.L_PAREN, advance=False):
return self._parse_wrapped_csv(self._parse_property)
if not self._next:
return None
if self._next.text.upper() == "JOURNAL":
return self._parse_withjournaltable()
return self._parse_withisolatedloading()
# https://dev.mysql.com/doc/refman/8.0/en/create-view.html
def _parse_definer(self) -> t.Optional[exp.Expression]:
self._match(TokenType.EQ)
user = self._parse_id_var()
self._match(TokenType.PARAMETER)
host = self._parse_id_var() or (self._match(TokenType.MOD) and self._prev.text)
if not user or not host:
return None
return exp.DefinerProperty(this=f"{user}@{host}")
def _parse_withjournaltable(self) -> exp.Expression:
self._match_text_seq("WITH", "JOURNAL", "TABLE")
self._match(TokenType.EQ)
return self.expression(exp.WithJournalTableProperty, this=self._parse_table_parts())
def _parse_log(self, no=False) -> exp.Expression:
self._match_text_seq("LOG")
return self.expression(exp.LogProperty, no=no)
def _parse_journal(self, no=False, dual=False) -> exp.Expression:
before = self._match_text_seq("BEFORE")
self._match_text_seq("JOURNAL")
return self.expression(exp.JournalProperty, no=no, dual=dual, before=before)
def _parse_afterjournal(self, no=False, dual=False, local=None) -> exp.Expression:
self._match_text_seq("NOT")
self._match_text_seq("LOCAL")
self._match_text_seq("AFTER", "JOURNAL")
return self.expression(exp.AfterJournalProperty, no=no, dual=dual, local=local)
def _parse_checksum(self) -> exp.Expression:
self._match_text_seq("CHECKSUM")
self._match(TokenType.EQ)
on = None
if self._match(TokenType.ON):
on = True
elif self._match_text_seq("OFF"):
on = False
default = self._match(TokenType.DEFAULT)
return self.expression(
exp.ChecksumProperty,
on=on,
default=default,
)
def _parse_freespace(self) -> exp.Expression:
self._match_text_seq("FREESPACE")
self._match(TokenType.EQ)
return self.expression(
exp.FreespaceProperty, this=self._parse_number(), percent=self._match(TokenType.PERCENT)
)
def _parse_mergeblockratio(self, no=False, default=False) -> exp.Expression:
self._match_text_seq("MERGEBLOCKRATIO")
if self._match(TokenType.EQ):
return self.expression(
exp.MergeBlockRatioProperty,
this=self._parse_number(),
percent=self._match(TokenType.PERCENT),
)
else:
return self.expression(
exp.MergeBlockRatioProperty,
no=no,
default=default,
)
def _parse_datablocksize(self, default=None) -> exp.Expression:
if default:
self._match_text_seq("DATABLOCKSIZE")
return self.expression(exp.DataBlocksizeProperty, default=True)
elif self._match_texts(("MIN", "MINIMUM")):
self._match_text_seq("DATABLOCKSIZE")
return self.expression(exp.DataBlocksizeProperty, min=True)
elif self._match_texts(("MAX", "MAXIMUM")):
self._match_text_seq("DATABLOCKSIZE")
return self.expression(exp.DataBlocksizeProperty, min=False)
self._match_text_seq("DATABLOCKSIZE")
self._match(TokenType.EQ)
size = self._parse_number()
units = None
if self._match_texts(("BYTES", "KBYTES", "KILOBYTES")):
units = self._prev.text
return self.expression(exp.DataBlocksizeProperty, size=size, units=units)
def _parse_blockcompression(self) -> exp.Expression:
self._match_text_seq("BLOCKCOMPRESSION")
self._match(TokenType.EQ)
always = self._match_text_seq("ALWAYS")
manual = self._match_text_seq("MANUAL")
never = self._match_text_seq("NEVER")
default = self._match_text_seq("DEFAULT")
autotemp = None
if self._match_text_seq("AUTOTEMP"):
autotemp = self._parse_schema()
return self.expression(
exp.BlockCompressionProperty,
always=always,
manual=manual,
never=never,
default=default,
autotemp=autotemp,
)
def _parse_withisolatedloading(self) -> exp.Expression:
self._match(TokenType.WITH)
no = self._match_text_seq("NO")
concurrent = self._match_text_seq("CONCURRENT")
self._match_text_seq("ISOLATED", "LOADING")
for_all = self._match_text_seq("FOR", "ALL")
for_insert = self._match_text_seq("FOR", "INSERT")
for_none = self._match_text_seq("FOR", "NONE")
return self.expression(
exp.IsolatedLoadingProperty,
no=no,
concurrent=concurrent,
for_all=for_all,
for_insert=for_insert,
for_none=for_none,
)
def _parse_locking(self) -> exp.Expression:
if self._match(TokenType.TABLE):
kind = "TABLE"
elif self._match(TokenType.VIEW):
kind = "VIEW"
elif self._match(TokenType.ROW):
kind = "ROW"
elif self._match_text_seq("DATABASE"):
kind = "DATABASE"
else:
kind = None
if kind in ("DATABASE", "TABLE", "VIEW"):
this = self._parse_table_parts()
else:
this = None
if self._match(TokenType.FOR):
for_or_in = "FOR"
elif self._match(TokenType.IN):
for_or_in = "IN"
else:
for_or_in = None
if self._match_text_seq("ACCESS"):
lock_type = "ACCESS"
elif self._match_texts(("EXCL", "EXCLUSIVE")):
lock_type = "EXCLUSIVE"
elif self._match_text_seq("SHARE"):
lock_type = "SHARE"
elif self._match_text_seq("READ"):
lock_type = "READ"
elif self._match_text_seq("WRITE"):
lock_type = "WRITE"
elif self._match_text_seq("CHECKSUM"):
lock_type = "CHECKSUM"
else:
lock_type = None
override = self._match_text_seq("OVERRIDE")
return self.expression(
exp.LockingProperty,
this=this,
kind=kind,
for_or_in=for_or_in,
lock_type=lock_type,
override=override,
)
def _parse_partition_by(self) -> t.List[t.Optional[exp.Expression]]:
if self._match(TokenType.PARTITION_BY):
return self._parse_csv(self._parse_conjunction)
return []
def _parse_partitioned_by(self) -> exp.Expression:
self._match(TokenType.EQ)
return self.expression(
exp.PartitionedByProperty,
this=self._parse_schema() or self._parse_bracket(self._parse_field()),
)
def _parse_distkey(self) -> exp.Expression:
return self.expression(exp.DistKeyProperty, this=self._parse_wrapped(self._parse_id_var))
def _parse_create_like(self) -> t.Optional[exp.Expression]:
table = self._parse_table(schema=True)
options = []
while self._match_texts(("INCLUDING", "EXCLUDING")):
this = self._prev.text.upper()
id_var = self._parse_id_var()
if not id_var:
return None
options.append(
self.expression(
exp.Property,
this=this,
value=exp.Var(this=id_var.this.upper()),
)
)
return self.expression(exp.LikeProperty, this=table, expressions=options)
def _parse_sortkey(self, compound: bool = False) -> exp.Expression:
return self.expression(
exp.SortKeyProperty, this=self._parse_wrapped_csv(self._parse_id_var), compound=compound
)
def _parse_character_set(self, default: bool = False) -> exp.Expression:
self._match(TokenType.EQ)
return self.expression(
exp.CharacterSetProperty, this=self._parse_var_or_string(), default=default
)
def _parse_returns(self) -> exp.Expression:
value: t.Optional[exp.Expression]
is_table = self._match(TokenType.TABLE)
if is_table:
if self._match(TokenType.LT):
value = self.expression(
exp.Schema,
this="TABLE",
expressions=self._parse_csv(self._parse_struct_kwargs),
)
if not self._match(TokenType.GT):
self.raise_error("Expecting >")
else:
value = self._parse_schema(exp.Var(this="TABLE"))
else:
value = self._parse_types()
return self.expression(exp.ReturnsProperty, this=value, is_table=is_table)
def _parse_describe(self) -> exp.Expression:
kind = self._match_set(self.CREATABLES) and self._prev.text
this = self._parse_table()
return self.expression(exp.Describe, this=this, kind=kind)
def _parse_insert(self) -> exp.Expression:
overwrite = self._match(TokenType.OVERWRITE)
local = self._match(TokenType.LOCAL)
this: t.Optional[exp.Expression]
alternative = None
if self._match_text_seq("DIRECTORY"):
this = self.expression(
exp.Directory,
this=self._parse_var_or_string(),
local=local,
row_format=self._parse_row_format(match_row=True),
)
else:
if self._match(TokenType.OR):
alternative = self._match_texts(self.INSERT_ALTERNATIVES) and self._prev.text
self._match(TokenType.INTO)
self._match(TokenType.TABLE)
this = self._parse_table(schema=True)
return self.expression(
exp.Insert,
this=this,
exists=self._parse_exists(),
partition=self._parse_partition(),
expression=self._parse_ddl_select(),
overwrite=overwrite,
alternative=alternative,
)
def _parse_row(self) -> t.Optional[exp.Expression]:
if not self._match(TokenType.FORMAT):
return None
return self._parse_row_format()
def _parse_row_format(self, match_row: bool = False) -> t.Optional[exp.Expression]:
if match_row and not self._match_pair(TokenType.ROW, TokenType.FORMAT):
return None
if self._match_text_seq("SERDE"):
return self.expression(exp.RowFormatSerdeProperty, this=self._parse_string())
self._match_text_seq("DELIMITED")
kwargs = {}
if self._match_text_seq("FIELDS", "TERMINATED", "BY"):
kwargs["fields"] = self._parse_string()
if self._match_text_seq("ESCAPED", "BY"):
kwargs["escaped"] = self._parse_string()
if self._match_text_seq("COLLECTION", "ITEMS", "TERMINATED", "BY"):
kwargs["collection_items"] = self._parse_string()
if self._match_text_seq("MAP", "KEYS", "TERMINATED", "BY"):
kwargs["map_keys"] = self._parse_string()
if self._match_text_seq("LINES", "TERMINATED", "BY"):
kwargs["lines"] = self._parse_string()
if self._match_text_seq("NULL", "DEFINED", "AS"):
kwargs["null"] = self._parse_string()
return self.expression(exp.RowFormatDelimitedProperty, **kwargs) # type: ignore
def _parse_load_data(self) -> exp.Expression:
local = self._match(TokenType.LOCAL)
self._match_text_seq("INPATH")
inpath = self._parse_string()
overwrite = self._match(TokenType.OVERWRITE)
self._match_pair(TokenType.INTO, TokenType.TABLE)
return self.expression(
exp.LoadData,
this=self._parse_table(schema=True),
local=local,
overwrite=overwrite,
inpath=inpath,
partition=self._parse_partition(),
input_format=self._match_text_seq("INPUTFORMAT") and self._parse_string(),
serde=self._match_text_seq("SERDE") and self._parse_string(),
)
def _parse_delete(self) -> exp.Expression:
self._match(TokenType.FROM)
return self.expression(
exp.Delete,
this=self._parse_table(schema=True),
using=self._parse_csv(lambda: self._match(TokenType.USING) and self._parse_table()),
where=self._parse_where(),
)
def _parse_update(self) -> exp.Expression:
return self.expression(
exp.Update,
**{ # type: ignore
"this": self._parse_table(alias_tokens=self.UPDATE_ALIAS_TOKENS),
"expressions": self._match(TokenType.SET) and self._parse_csv(self._parse_equality),
"from": self._parse_from(),
"where": self._parse_where(),
},
)
def _parse_uncache(self) -> exp.Expression:
if not self._match(TokenType.TABLE):
self.raise_error("Expecting TABLE after UNCACHE")
return self.expression(
exp.Uncache,
exists=self._parse_exists(),
this=self._parse_table(schema=True),
)
def _parse_cache(self) -> exp.Expression:
lazy = self._match(TokenType.LAZY)
self._match(TokenType.TABLE)
table = self._parse_table(schema=True)
options = []
if self._match(TokenType.OPTIONS):
self._match_l_paren()
k = self._parse_string()
self._match(TokenType.EQ)
v = self._parse_string()
options = [k, v]
self._match_r_paren()
self._match(TokenType.ALIAS)
return self.expression(
exp.Cache,
this=table,
lazy=lazy,
options=options,
expression=self._parse_select(nested=True),
)
def _parse_partition(self) -> t.Optional[exp.Expression]:
if not self._match(TokenType.PARTITION):
return None
return self.expression(
exp.Partition, expressions=self._parse_wrapped_csv(self._parse_conjunction)
)
def _parse_value(self) -> exp.Expression:
if self._match(TokenType.L_PAREN):
expressions = self._parse_csv(self._parse_conjunction)
self._match_r_paren()
return self.expression(exp.Tuple, expressions=expressions)
# In presto we can have VALUES 1, 2 which results in 1 column & 2 rows.
# Source: https://prestodb.io/docs/current/sql/values.html
return self.expression(exp.Tuple, expressions=[self._parse_conjunction()])
def _parse_select(
self, nested: bool = False, table: bool = False, parse_subquery_alias: bool = True
) -> t.Optional[exp.Expression]:
cte = self._parse_with()
if cte:
this = self._parse_statement()
if not this:
self.raise_error("Failed to parse any statement following CTE")
return cte
if "with" in this.arg_types:
this.set("with", cte)
else:
self.raise_error(f"{this.key} does not support CTE")
this = cte
elif self._match(TokenType.SELECT):
comments = self._prev_comments
hint = self._parse_hint()
all_ = self._match(TokenType.ALL)
distinct = self._match(TokenType.DISTINCT)
if distinct:
distinct = self.expression(
exp.Distinct,
on=self._parse_value() if self._match(TokenType.ON) else None,
)
if all_ and distinct:
self.raise_error("Cannot specify both ALL and DISTINCT after SELECT")
limit = self._parse_limit(top=True)
expressions = self._parse_csv(self._parse_expression)
this = self.expression(
exp.Select,
hint=hint,
distinct=distinct,
expressions=expressions,
limit=limit,
)
this.comments = comments
into = self._parse_into()
if into:
this.set("into", into)
from_ = self._parse_from()
if from_:
this.set("from", from_)
self._parse_query_modifiers(this)
elif (table or nested) and self._match(TokenType.L_PAREN):
this = self._parse_table() if table else self._parse_select(nested=True)
self._parse_query_modifiers(this)
this = self._parse_set_operations(this)
self._match_r_paren()
# early return so that subquery unions aren't parsed again
# SELECT * FROM (SELECT 1) UNION ALL SELECT 1
# Union ALL should be a property of the top select node, not the subquery
return self._parse_subquery(this, parse_alias=parse_subquery_alias)
elif self._match(TokenType.VALUES):
this = self.expression(
exp.Values,
expressions=self._parse_csv(self._parse_value),
alias=self._parse_table_alias(),
)
else:
this = None
return self._parse_set_operations(this)
def _parse_with(self, skip_with_token: bool = False) -> t.Optional[exp.Expression]:
if not skip_with_token and not self._match(TokenType.WITH):
return None
recursive = self._match(TokenType.RECURSIVE)
expressions = []
while True:
expressions.append(self._parse_cte())
if not self._match(TokenType.COMMA) and not self._match(TokenType.WITH):
break
else:
self._match(TokenType.WITH)
return self.expression(exp.With, expressions=expressions, recursive=recursive)
def _parse_cte(self) -> exp.Expression:
alias = self._parse_table_alias()
if not alias or not alias.this:
self.raise_error("Expected CTE to have alias")
self._match(TokenType.ALIAS)
return self.expression(
exp.CTE,
this=self._parse_wrapped(self._parse_statement),
alias=alias,
)
def _parse_table_alias(
self, alias_tokens: t.Optional[t.Collection[TokenType]] = None
) -> t.Optional[exp.Expression]:
any_token = self._match(TokenType.ALIAS)
alias = self._parse_id_var(
any_token=any_token, tokens=alias_tokens or self.TABLE_ALIAS_TOKENS
)
index = self._index
if self._match(TokenType.L_PAREN):
columns = self._parse_csv(self._parse_function_parameter)
self._match_r_paren() if columns else self._retreat(index)
else:
columns = None
if not alias and not columns:
return None
return self.expression(exp.TableAlias, this=alias, columns=columns)
def _parse_subquery(
self, this: t.Optional[exp.Expression], parse_alias: bool = True
) -> exp.Expression:
return self.expression(
exp.Subquery,
this=this,
pivots=self._parse_pivots(),
alias=self._parse_table_alias() if parse_alias else None,
)
def _parse_query_modifiers(self, this: t.Optional[exp.Expression]) -> None:
if not isinstance(this, self.MODIFIABLES):
return
table = isinstance(this, exp.Table)
while True:
lateral = self._parse_lateral()
join = self._parse_join()
comma = None if table else self._match(TokenType.COMMA)
if lateral:
this.append("laterals", lateral)
if join:
this.append("joins", join)
if comma:
this.args["from"].append("expressions", self._parse_table())
if not (lateral or join or comma):
break
for key, parser in self.QUERY_MODIFIER_PARSERS.items():
expression = parser(self)
if expression:
this.set(key, expression)
def _parse_hint(self) -> t.Optional[exp.Expression]:
if self._match(TokenType.HINT):
hints = self._parse_csv(self._parse_function)
if not self._match_pair(TokenType.STAR, TokenType.SLASH):
self.raise_error("Expected */ after HINT")
return self.expression(exp.Hint, expressions=hints)
return None
def _parse_into(self) -> t.Optional[exp.Expression]:
if not self._match(TokenType.INTO):
return None
temp = self._match(TokenType.TEMPORARY)
unlogged = self._match(TokenType.UNLOGGED)
self._match(TokenType.TABLE)
return self.expression(
exp.Into, this=self._parse_table(schema=True), temporary=temp, unlogged=unlogged
)
def _parse_from(self) -> t.Optional[exp.Expression]:
if not self._match(TokenType.FROM):
return None
return self.expression(
exp.From, comments=self._prev_comments, expressions=self._parse_csv(self._parse_table)
)
def _parse_match_recognize(self) -> t.Optional[exp.Expression]:
if not self._match(TokenType.MATCH_RECOGNIZE):
return None
self._match_l_paren()
partition = self._parse_partition_by()
order = self._parse_order()
measures = (
self._parse_alias(self._parse_conjunction())
if self._match_text_seq("MEASURES")
else None
)
if self._match_text_seq("ONE", "ROW", "PER", "MATCH"):
rows = exp.Var(this="ONE ROW PER MATCH")
elif self._match_text_seq("ALL", "ROWS", "PER", "MATCH"):
text = "ALL ROWS PER MATCH"
if self._match_text_seq("SHOW", "EMPTY", "MATCHES"):
text += f" SHOW EMPTY MATCHES"
elif self._match_text_seq("OMIT", "EMPTY", "MATCHES"):
text += f" OMIT EMPTY MATCHES"
elif self._match_text_seq("WITH", "UNMATCHED", "ROWS"):
text += f" WITH UNMATCHED ROWS"
rows = exp.Var(this=text)
else:
rows = None
if self._match_text_seq("AFTER", "MATCH", "SKIP"):
text = "AFTER MATCH SKIP"
if self._match_text_seq("PAST", "LAST", "ROW"):
text += f" PAST LAST ROW"
elif self._match_text_seq("TO", "NEXT", "ROW"):
text += f" TO NEXT ROW"
elif self._match_text_seq("TO", "FIRST"):
text += f" TO FIRST {self._advance_any().text}" # type: ignore
elif self._match_text_seq("TO", "LAST"):
text += f" TO LAST {self._advance_any().text}" # type: ignore
after = exp.Var(this=text)
else:
after = None
if self._match_text_seq("PATTERN"):
self._match_l_paren()
if not self._curr:
self.raise_error("Expecting )", self._curr)
paren = 1
start = self._curr
while self._curr and paren > 0:
if self._curr.token_type == TokenType.L_PAREN:
paren += 1
if self._curr.token_type == TokenType.R_PAREN:
paren -= 1
end = self._prev
self._advance()
if paren > 0:
self.raise_error("Expecting )", self._curr)
pattern = exp.Var(this=self._find_sql(start, end))
else:
pattern = None
define = (
self._parse_alias(self._parse_conjunction()) if self._match_text_seq("DEFINE") else None
)
self._match_r_paren()
return self.expression(
exp.MatchRecognize,
partition_by=partition,
order=order,
measures=measures,
rows=rows,
after=after,
pattern=pattern,
define=define,
)
def _parse_lateral(self) -> t.Optional[exp.Expression]:
outer_apply = self._match_pair(TokenType.OUTER, TokenType.APPLY)
cross_apply = self._match_pair(TokenType.CROSS, TokenType.APPLY)
if outer_apply or cross_apply:
this = self._parse_select(table=True)
view = None
outer = not cross_apply
elif self._match(TokenType.LATERAL):
this = self._parse_select(table=True)
view = self._match(TokenType.VIEW)
outer = self._match(TokenType.OUTER)
else:
return None
if not this:
this = self._parse_function() or self._parse_id_var(any_token=False)
while self._match(TokenType.DOT):
this = exp.Dot(
this=this,
expression=self._parse_function() or self._parse_id_var(any_token=False),
)
table_alias: t.Optional[exp.Expression]
if view:
table = self._parse_id_var(any_token=False)
columns = self._parse_csv(self._parse_id_var) if self._match(TokenType.ALIAS) else []
table_alias = self.expression(exp.TableAlias, this=table, columns=columns)
else:
table_alias = self._parse_table_alias()
expression = self.expression(
exp.Lateral,
this=this,
view=view,
outer=outer,
alias=table_alias,
)
if outer_apply or cross_apply:
return self.expression(exp.Join, this=expression, side=None if cross_apply else "LEFT")
return expression
def _parse_join_side_and_kind(
self,
) -> t.Tuple[t.Optional[Token], t.Optional[Token], t.Optional[Token]]:
return (
self._match(TokenType.NATURAL) and self._prev,
self._match_set(self.JOIN_SIDES) and self._prev,
self._match_set(self.JOIN_KINDS) and self._prev,
)
def _parse_join(self, skip_join_token: bool = False) -> t.Optional[exp.Expression]:
natural, side, kind = self._parse_join_side_and_kind()
if not skip_join_token and not self._match(TokenType.JOIN):
return None
kwargs: t.Dict[
str, t.Optional[exp.Expression] | bool | str | t.List[t.Optional[exp.Expression]]
] = {"this": self._parse_table()}
if natural:
kwargs["natural"] = True
if side:
kwargs["side"] = side.text
if kind:
kwargs["kind"] = kind.text
if self._match(TokenType.ON):
kwargs["on"] = self._parse_conjunction()
elif self._match(TokenType.USING):
kwargs["using"] = self._parse_wrapped_id_vars()
return self.expression(exp.Join, **kwargs) # type: ignore
def _parse_index(self) -> exp.Expression:
index = self._parse_id_var()
self._match(TokenType.ON)
self._match(TokenType.TABLE) # hive
return self.expression(
exp.Index,
this=index,
table=self.expression(exp.Table, this=self._parse_id_var()),
columns=self._parse_expression(),
)
def _parse_create_table_index(self) -> t.Optional[exp.Expression]:
unique = self._match(TokenType.UNIQUE)
primary = self._match_text_seq("PRIMARY")
amp = self._match_text_seq("AMP")
if not self._match(TokenType.INDEX):
return None
index = self._parse_id_var()
columns = None
if self._match(TokenType.L_PAREN, advance=False):
columns = self._parse_wrapped_csv(self._parse_column)
return self.expression(
exp.Index,
this=index,
columns=columns,
unique=unique,
primary=primary,
amp=amp,
)
def _parse_table_parts(self, schema: bool = False) -> exp.Expression:
catalog = None
db = None
table = (not schema and self._parse_function()) or self._parse_id_var(any_token=False)
while self._match(TokenType.DOT):
if catalog:
# This allows nesting the table in arbitrarily many dot expressions if needed
table = self.expression(exp.Dot, this=table, expression=self._parse_id_var())
else:
catalog = db
db = table
table = self._parse_id_var()
if not table:
self.raise_error(f"Expected table name but got {self._curr}")
return self.expression(
exp.Table, this=table, db=db, catalog=catalog, pivots=self._parse_pivots()
)
def _parse_table(
self, schema: bool = False, alias_tokens: t.Optional[t.Collection[TokenType]] = None
) -> t.Optional[exp.Expression]:
lateral = self._parse_lateral()
if lateral:
return lateral
unnest = self._parse_unnest()
if unnest:
return unnest
values = self._parse_derived_table_values()
if values:
return values
subquery = self._parse_select(table=True)
if subquery:
return subquery
this = self._parse_table_parts(schema=schema)
if schema:
return self._parse_schema(this=this)
if self.alias_post_tablesample:
table_sample = self._parse_table_sample()
alias = self._parse_table_alias(alias_tokens=alias_tokens or self.TABLE_ALIAS_TOKENS)
if alias:
this.set("alias", alias)
if self._match_pair(TokenType.WITH, TokenType.L_PAREN):
this.set(
"hints",
self._parse_csv(lambda: self._parse_function() or self._parse_var(any_token=True)),
)
self._match_r_paren()
if not self.alias_post_tablesample:
table_sample = self._parse_table_sample()
if table_sample:
table_sample.set("this", this)
this = table_sample
return this
def _parse_unnest(self) -> t.Optional[exp.Expression]:
if not self._match(TokenType.UNNEST):
return None
expressions = self._parse_wrapped_csv(self._parse_column)
ordinality = bool(self._match(TokenType.WITH) and self._match(TokenType.ORDINALITY))
alias = self._parse_table_alias()
if alias and self.unnest_column_only:
if alias.args.get("columns"):
self.raise_error("Unexpected extra column alias in unnest.")
alias.set("columns", [alias.this])
alias.set("this", None)
offset = None
if self._match_pair(TokenType.WITH, TokenType.OFFSET):
self._match(TokenType.ALIAS)
offset = self._parse_conjunction()
return self.expression(
exp.Unnest,
expressions=expressions,
ordinality=ordinality,
alias=alias,
offset=offset,
)
def _parse_derived_table_values(self) -> t.Optional[exp.Expression]:
is_derived = self._match_pair(TokenType.L_PAREN, TokenType.VALUES)
if not is_derived and not self._match(TokenType.VALUES):
return None
expressions = self._parse_csv(self._parse_value)
if is_derived:
self._match_r_paren()
return self.expression(exp.Values, expressions=expressions, alias=self._parse_table_alias())
def _parse_table_sample(self) -> t.Optional[exp.Expression]:
if not self._match(TokenType.TABLE_SAMPLE):
return None
method = self._parse_var()
bucket_numerator = None
bucket_denominator = None
bucket_field = None
percent = None
rows = None
size = None
seed = None
self._match_l_paren()
if self._match(TokenType.BUCKET):
bucket_numerator = self._parse_number()
self._match(TokenType.OUT_OF)
bucket_denominator = bucket_denominator = self._parse_number()
self._match(TokenType.ON)
bucket_field = self._parse_field()
else:
num = self._parse_number()
if self._match(TokenType.PERCENT):
percent = num
elif self._match(TokenType.ROWS):
rows = num
else:
size = num
self._match_r_paren()
if self._match(TokenType.SEED):
seed = self._parse_wrapped(self._parse_number)
return self.expression(
exp.TableSample,
method=method,
bucket_numerator=bucket_numerator,
bucket_denominator=bucket_denominator,
bucket_field=bucket_field,
percent=percent,
rows=rows,
size=size,
seed=seed,
)
def _parse_pivots(self) -> t.List[t.Optional[exp.Expression]]:
return list(iter(self._parse_pivot, None))
def _parse_pivot(self) -> t.Optional[exp.Expression]:
index = self._index
if self._match(TokenType.PIVOT):
unpivot = False
elif self._match(TokenType.UNPIVOT):
unpivot = True
else:
return None
expressions = []
field = None
if not self._match(TokenType.L_PAREN):
self._retreat(index)
return None
if unpivot:
expressions = self._parse_csv(self._parse_column)
else:
expressions = self._parse_csv(lambda: self._parse_alias(self._parse_function()))
if not self._match(TokenType.FOR):
self.raise_error("Expecting FOR")
value = self._parse_column()
if not self._match(TokenType.IN):
self.raise_error("Expecting IN")
field = self._parse_in(value)
self._match_r_paren()
return self.expression(exp.Pivot, expressions=expressions, field=field, unpivot=unpivot)
def _parse_where(self, skip_where_token: bool = False) -> t.Optional[exp.Expression]:
if not skip_where_token and not self._match(TokenType.WHERE):
return None
return self.expression(
exp.Where, comments=self._prev_comments, this=self._parse_conjunction()
)
def _parse_group(self, skip_group_by_token: bool = False) -> t.Optional[exp.Expression]:
if not skip_group_by_token and not self._match(TokenType.GROUP_BY):
return None
elements = defaultdict(list)
while True:
expressions = self._parse_csv(self._parse_conjunction)
if expressions:
elements["expressions"].extend(expressions)
grouping_sets = self._parse_grouping_sets()
if grouping_sets:
elements["grouping_sets"].extend(grouping_sets)
rollup = None
cube = None
with_ = self._match(TokenType.WITH)
if self._match(TokenType.ROLLUP):
rollup = with_ or self._parse_wrapped_csv(self._parse_column)
elements["rollup"].extend(ensure_list(rollup))
if self._match(TokenType.CUBE):
cube = with_ or self._parse_wrapped_csv(self._parse_column)
elements["cube"].extend(ensure_list(cube))
if not (expressions or grouping_sets or rollup or cube):
break
return self.expression(exp.Group, **elements) # type: ignore
def _parse_grouping_sets(self) -> t.Optional[t.List[t.Optional[exp.Expression]]]:
if not self._match(TokenType.GROUPING_SETS):
return None
return self._parse_wrapped_csv(self._parse_grouping_set)
def _parse_grouping_set(self) -> t.Optional[exp.Expression]:
if self._match(TokenType.L_PAREN):
grouping_set = self._parse_csv(self._parse_column)
self._match_r_paren()
return self.expression(exp.Tuple, expressions=grouping_set)
return self._parse_column()
def _parse_having(self, skip_having_token: bool = False) -> t.Optional[exp.Expression]:
if not skip_having_token and not self._match(TokenType.HAVING):
return None
return self.expression(exp.Having, this=self._parse_conjunction())
def _parse_qualify(self) -> t.Optional[exp.Expression]:
if not self._match(TokenType.QUALIFY):
return None
return self.expression(exp.Qualify, this=self._parse_conjunction())
def _parse_order(
self, this: t.Optional[exp.Expression] = None, skip_order_token: bool = False
) -> t.Optional[exp.Expression]:
if not skip_order_token and not self._match(TokenType.ORDER_BY):
return this
return self.expression(
exp.Order, this=this, expressions=self._parse_csv(self._parse_ordered)
)
def _parse_sort(
self, token_type: TokenType, exp_class: t.Type[exp.Expression]
) -> t.Optional[exp.Expression]:
if not self._match(token_type):
return None
return self.expression(exp_class, expressions=self._parse_csv(self._parse_ordered))
def _parse_ordered(self) -> exp.Expression:
this = self._parse_conjunction()
self._match(TokenType.ASC)
is_desc = self._match(TokenType.DESC)
is_nulls_first = self._match(TokenType.NULLS_FIRST)
is_nulls_last = self._match(TokenType.NULLS_LAST)
desc = is_desc or False
asc = not desc
nulls_first = is_nulls_first or False
explicitly_null_ordered = is_nulls_first or is_nulls_last
if (
not explicitly_null_ordered
and (
(asc and self.null_ordering == "nulls_are_small")
or (desc and self.null_ordering != "nulls_are_small")
)
and self.null_ordering != "nulls_are_last"
):
nulls_first = True
return self.expression(exp.Ordered, this=this, desc=desc, nulls_first=nulls_first)
def _parse_limit(
self, this: t.Optional[exp.Expression] = None, top: bool = False
) -> t.Optional[exp.Expression]:
if self._match(TokenType.TOP if top else TokenType.LIMIT):
limit_paren = self._match(TokenType.L_PAREN)
limit_exp = self.expression(
exp.Limit, this=this, expression=self._parse_number() if top else self._parse_term()
)
if limit_paren:
self._match_r_paren()
return limit_exp
if self._match(TokenType.FETCH):
direction = self._match_set((TokenType.FIRST, TokenType.NEXT))
direction = self._prev.text if direction else "FIRST"
count = self._parse_number()
self._match_set((TokenType.ROW, TokenType.ROWS))
self._match(TokenType.ONLY)
return self.expression(exp.Fetch, direction=direction, count=count)
return this
def _parse_offset(self, this: t.Optional[exp.Expression] = None) -> t.Optional[exp.Expression]:
if not self._match_set((TokenType.OFFSET, TokenType.COMMA)):
return this
count = self._parse_number()
self._match_set((TokenType.ROW, TokenType.ROWS))
return self.expression(exp.Offset, this=this, expression=count)
def _parse_lock(self) -> t.Optional[exp.Expression]:
if self._match_text_seq("FOR", "UPDATE"):
return self.expression(exp.Lock, update=True)
if self._match_text_seq("FOR", "SHARE"):
return self.expression(exp.Lock, update=False)
return None
def _parse_set_operations(self, this: t.Optional[exp.Expression]) -> t.Optional[exp.Expression]:
if not self._match_set(self.SET_OPERATIONS):
return this
token_type = self._prev.token_type
if token_type == TokenType.UNION:
expression = exp.Union
elif token_type == TokenType.EXCEPT:
expression = exp.Except
else:
expression = exp.Intersect
return self.expression(
expression,
this=this,
distinct=self._match(TokenType.DISTINCT) or not self._match(TokenType.ALL),
expression=self._parse_set_operations(self._parse_select(nested=True)),
)
def _parse_expression(self) -> t.Optional[exp.Expression]:
return self._parse_alias(self._parse_conjunction())
def _parse_conjunction(self) -> t.Optional[exp.Expression]:
return self._parse_tokens(self._parse_equality, self.CONJUNCTION)
def _parse_equality(self) -> t.Optional[exp.Expression]:
return self._parse_tokens(self._parse_comparison, self.EQUALITY)
def _parse_comparison(self) -> t.Optional[exp.Expression]:
return self._parse_tokens(self._parse_range, self.COMPARISON)
def _parse_range(self) -> t.Optional[exp.Expression]:
this = self._parse_bitwise()
negate = self._match(TokenType.NOT)
if self._match_set(self.RANGE_PARSERS):
this = self.RANGE_PARSERS[self._prev.token_type](self, this)
elif self._match(TokenType.ISNULL):
this = self.expression(exp.Is, this=this, expression=exp.Null())
# Postgres supports ISNULL and NOTNULL for conditions.
# https://blog.andreiavram.ro/postgresql-null-composite-type/
if self._match(TokenType.NOTNULL):
this = self.expression(exp.Is, this=this, expression=exp.Null())
this = self.expression(exp.Not, this=this)
if negate:
this = self.expression(exp.Not, this=this)
if self._match(TokenType.IS):
this = self._parse_is(this)
return this
def _parse_is(self, this: t.Optional[exp.Expression]) -> exp.Expression:
negate = self._match(TokenType.NOT)
if self._match(TokenType.DISTINCT_FROM):
klass = exp.NullSafeEQ if negate else exp.NullSafeNEQ
return self.expression(klass, this=this, expression=self._parse_expression())
this = self.expression(
exp.Is,
this=this,
expression=self._parse_null() or self._parse_boolean(),
)
return self.expression(exp.Not, this=this) if negate else this
def _parse_in(self, this: t.Optional[exp.Expression]) -> exp.Expression:
unnest = self._parse_unnest()
if unnest:
this = self.expression(exp.In, this=this, unnest=unnest)
elif self._match(TokenType.L_PAREN):
expressions = self._parse_csv(self._parse_select_or_expression)
if len(expressions) == 1 and isinstance(expressions[0], exp.Subqueryable):
this = self.expression(exp.In, this=this, query=expressions[0])
else:
this = self.expression(exp.In, this=this, expressions=expressions)
self._match_r_paren()
else:
this = self.expression(exp.In, this=this, field=self._parse_field())
return this
def _parse_between(self, this: exp.Expression) -> exp.Expression:
low = self._parse_bitwise()
self._match(TokenType.AND)
high = self._parse_bitwise()
return self.expression(exp.Between, this=this, low=low, high=high)
def _parse_escape(self, this: t.Optional[exp.Expression]) -> t.Optional[exp.Expression]:
if not self._match(TokenType.ESCAPE):
return this
return self.expression(exp.Escape, this=this, expression=self._parse_string())
def _parse_bitwise(self) -> t.Optional[exp.Expression]:
this = self._parse_term()
while True:
if self._match_set(self.BITWISE):
this = self.expression(
self.BITWISE[self._prev.token_type],
this=this,
expression=self._parse_term(),
)
elif self._match_pair(TokenType.LT, TokenType.LT):
this = self.expression(
exp.BitwiseLeftShift, this=this, expression=self._parse_term()
)
elif self._match_pair(TokenType.GT, TokenType.GT):
this = self.expression(
exp.BitwiseRightShift, this=this, expression=self._parse_term()
)
else:
break
return this
def _parse_term(self) -> t.Optional[exp.Expression]:
return self._parse_tokens(self._parse_factor, self.TERM)
def _parse_factor(self) -> t.Optional[exp.Expression]:
return self._parse_tokens(self._parse_unary, self.FACTOR)
def _parse_unary(self) -> t.Optional[exp.Expression]:
if self._match_set(self.UNARY_PARSERS):
return self.UNARY_PARSERS[self._prev.token_type](self)
return self._parse_at_time_zone(self._parse_type())
def _parse_type(self) -> t.Optional[exp.Expression]:
if self._match(TokenType.INTERVAL):
return self.expression(exp.Interval, this=self._parse_term(), unit=self._parse_var())
index = self._index
type_token = self._parse_types(check_func=True)
this = self._parse_column()
if type_token:
if this and not isinstance(this, exp.Star):
return self.expression(exp.Cast, this=this, to=type_token)
if not type_token.args.get("expressions"):
self._retreat(index)
return self._parse_column()
return type_token
return this
def _parse_types(self, check_func: bool = False) -> t.Optional[exp.Expression]:
index = self._index
prefix = self._match_text_seq("SYSUDTLIB", ".")
if not self._match_set(self.TYPE_TOKENS):
return None
type_token = self._prev.token_type
if type_token == TokenType.PSEUDO_TYPE:
return self.expression(exp.PseudoType, this=self._prev.text)
nested = type_token in self.NESTED_TYPE_TOKENS
is_struct = type_token == TokenType.STRUCT
expressions = None
maybe_func = False
if self._match(TokenType.L_PAREN):
if is_struct:
expressions = self._parse_csv(self._parse_struct_kwargs)
elif nested:
expressions = self._parse_csv(self._parse_types)
else:
expressions = self._parse_csv(self._parse_conjunction)
if not expressions:
self._retreat(index)
return None
self._match_r_paren()
maybe_func = True
if not nested and self._match_pair(TokenType.L_BRACKET, TokenType.R_BRACKET):
this = exp.DataType(
this=exp.DataType.Type.ARRAY,
expressions=[exp.DataType.build(type_token.value, expressions=expressions)],
nested=True,
)
while self._match_pair(TokenType.L_BRACKET, TokenType.R_BRACKET):
this = exp.DataType(
this=exp.DataType.Type.ARRAY,
expressions=[this],
nested=True,
)
return this
if self._match(TokenType.L_BRACKET):
self._retreat(index)
return None
values: t.Optional[t.List[t.Optional[exp.Expression]]] = None
if nested and self._match(TokenType.LT):
if is_struct:
expressions = self._parse_csv(self._parse_struct_kwargs)
else:
expressions = self._parse_csv(self._parse_types)
if not self._match(TokenType.GT):
self.raise_error("Expecting >")
if self._match_set((TokenType.L_BRACKET, TokenType.L_PAREN)):
values = self._parse_csv(self._parse_conjunction)
self._match_set((TokenType.R_BRACKET, TokenType.R_PAREN))
value: t.Optional[exp.Expression] = None
if type_token in self.TIMESTAMPS:
if self._match(TokenType.WITH_TIME_ZONE) or type_token == TokenType.TIMESTAMPTZ:
value = exp.DataType(this=exp.DataType.Type.TIMESTAMPTZ, expressions=expressions)
elif (
self._match(TokenType.WITH_LOCAL_TIME_ZONE) or type_token == TokenType.TIMESTAMPLTZ
):
value = exp.DataType(this=exp.DataType.Type.TIMESTAMPLTZ, expressions=expressions)
elif self._match(TokenType.WITHOUT_TIME_ZONE):
if type_token == TokenType.TIME:
value = exp.DataType(this=exp.DataType.Type.TIME, expressions=expressions)
else:
value = exp.DataType(this=exp.DataType.Type.TIMESTAMP, expressions=expressions)
maybe_func = maybe_func and value is None
if value is None:
value = exp.DataType(this=exp.DataType.Type.TIMESTAMP, expressions=expressions)
elif type_token == TokenType.INTERVAL:
value = self.expression(exp.Interval, unit=self._parse_var())
if maybe_func and check_func:
index2 = self._index
peek = self._parse_string()
if not peek:
self._retreat(index)
return None
self._retreat(index2)
if value:
return value
return exp.DataType(
this=exp.DataType.Type[type_token.value.upper()],
expressions=expressions,
nested=nested,
values=values,
prefix=prefix,
)
def _parse_struct_kwargs(self) -> t.Optional[exp.Expression]:
if self._curr and self._curr.token_type in self.TYPE_TOKENS:
return self._parse_types()
this = self._parse_id_var()
self._match(TokenType.COLON)
data_type = self._parse_types()
if not data_type:
return None
return self.expression(exp.StructKwarg, this=this, expression=data_type)
def _parse_at_time_zone(self, this: t.Optional[exp.Expression]) -> t.Optional[exp.Expression]:
if not self._match(TokenType.AT_TIME_ZONE):
return this
return self.expression(exp.AtTimeZone, this=this, zone=self._parse_unary())
def _parse_column(self) -> t.Optional[exp.Expression]:
this = self._parse_field()
if isinstance(this, exp.Identifier):
this = self.expression(exp.Column, this=this)
elif not this:
return self._parse_bracket(this)
this = self._parse_bracket(this)
while self._match_set(self.COLUMN_OPERATORS):
op_token = self._prev.token_type
op = self.COLUMN_OPERATORS.get(op_token)
if op_token == TokenType.DCOLON:
field = self._parse_types()
if not field:
self.raise_error("Expected type")
elif op:
self._advance()
value = self._prev.text
field = (
exp.Literal.number(value)
if self._prev.token_type == TokenType.NUMBER
else exp.Literal.string(value)
)
else:
field = self._parse_star() or self._parse_function() or self._parse_id_var()
if isinstance(field, exp.Func):
# bigquery allows function calls like x.y.count(...)
# SAFE.SUBSTR(...)
# https://cloud.google.com/bigquery/docs/reference/standard-sql/functions-reference#function_call_rules
this = self._replace_columns_with_dots(this)
if op:
this = op(self, this, field)
elif isinstance(this, exp.Column) and not this.args.get("catalog"):
this = self.expression(
exp.Column,
this=field,
table=this.this,
db=this.args.get("table"),
catalog=this.args.get("db"),
)
else:
this = self.expression(exp.Dot, this=this, expression=field)
this = self._parse_bracket(this)
return this
def _parse_primary(self) -> t.Optional[exp.Expression]:
if self._match_set(self.PRIMARY_PARSERS):
token_type = self._prev.token_type
primary = self.PRIMARY_PARSERS[token_type](self, self._prev)
if token_type == TokenType.STRING:
expressions = [primary]
while self._match(TokenType.STRING):
expressions.append(exp.Literal.string(self._prev.text))
if len(expressions) > 1:
return self.expression(exp.Concat, expressions=expressions)
return primary
if self._match_pair(TokenType.DOT, TokenType.NUMBER):
return exp.Literal.number(f"0.{self._prev.text}")
if self._match(TokenType.L_PAREN):
comments = self._prev_comments
query = self._parse_select()
if query:
expressions = [query]
else:
expressions = self._parse_csv(
lambda: self._parse_alias(self._parse_conjunction(), explicit=True)
)
this = seq_get(expressions, 0)
self._parse_query_modifiers(this)
self._match_r_paren()
if isinstance(this, exp.Subqueryable):
this = self._parse_set_operations(
self._parse_subquery(this=this, parse_alias=False)
)
elif len(expressions) > 1:
this = self.expression(exp.Tuple, expressions=expressions)
else:
this = self.expression(exp.Paren, this=this)
if this and comments:
this.comments = comments
return this
return None
def _parse_field(self, any_token: bool = False) -> t.Optional[exp.Expression]:
return self._parse_primary() or self._parse_function() or self._parse_id_var(any_token)
def _parse_function(
self, functions: t.Optional[t.Dict[str, t.Callable]] = None
) -> t.Optional[exp.Expression]:
if not self._curr:
return None
token_type = self._curr.token_type
if self._match_set(self.NO_PAREN_FUNCTION_PARSERS):
return self.NO_PAREN_FUNCTION_PARSERS[token_type](self)
if not self._next or self._next.token_type != TokenType.L_PAREN:
if token_type in self.NO_PAREN_FUNCTIONS:
self._advance()
return self.expression(self.NO_PAREN_FUNCTIONS[token_type])
return None
if token_type not in self.FUNC_TOKENS:
return None
this = self._curr.text
upper = this.upper()
self._advance(2)
parser = self.FUNCTION_PARSERS.get(upper)
if parser:
this = parser(self)
else:
subquery_predicate = self.SUBQUERY_PREDICATES.get(token_type)
if subquery_predicate and self._curr.token_type in (TokenType.SELECT, TokenType.WITH):
this = self.expression(subquery_predicate, this=self._parse_select())
self._match_r_paren()
return this
if functions is None:
functions = self.FUNCTIONS
function = functions.get(upper)
args = self._parse_csv(self._parse_lambda)
if function:
# Clickhouse supports function calls like foo(x, y)(z), so for these we need to also parse the
# second parameter list (i.e. "(z)") and the corresponding function will receive both arg lists.
if count_params(function) == 2:
params = None
if self._match_pair(TokenType.R_PAREN, TokenType.L_PAREN):
params = self._parse_csv(self._parse_lambda)
this = function(args, params)
else:
this = function(args)
self.validate_expression(this, args)
else:
this = self.expression(exp.Anonymous, this=this, expressions=args)
self._match_r_paren(this)
return self._parse_window(this)
def _parse_function_parameter(self) -> t.Optional[exp.Expression]:
return self._parse_column_def(self._parse_id_var())
def _parse_user_defined_function(
self, kind: t.Optional[TokenType] = None
) -> t.Optional[exp.Expression]:
this = self._parse_id_var()
while self._match(TokenType.DOT):
this = self.expression(exp.Dot, this=this, expression=self._parse_id_var())
if not self._match(TokenType.L_PAREN):
return this
expressions = self._parse_csv(self._parse_function_parameter)
self._match_r_paren()
return self.expression(
exp.UserDefinedFunction, this=this, expressions=expressions, wrapped=True
)
def _parse_introducer(self, token: Token) -> t.Optional[exp.Expression]:
literal = self._parse_primary()
if literal:
return self.expression(exp.Introducer, this=token.text, expression=literal)
return self.expression(exp.Identifier, this=token.text)
def _parse_national(self, token: Token) -> exp.Expression:
return self.expression(exp.National, this=exp.Literal.string(token.text))
def _parse_session_parameter(self) -> exp.Expression:
kind = None
this = self._parse_id_var() or self._parse_primary()
if this and self._match(TokenType.DOT):
kind = this.name
this = self._parse_var() or self._parse_primary()
return self.expression(exp.SessionParameter, this=this, kind=kind)
def _parse_lambda(self) -> t.Optional[exp.Expression]:
index = self._index
if self._match(TokenType.L_PAREN):
expressions = self._parse_csv(self._parse_id_var)
if not self._match(TokenType.R_PAREN):
self._retreat(index)
else:
expressions = [self._parse_id_var()]
if self._match_set(self.LAMBDAS):
return self.LAMBDAS[self._prev.token_type](self, expressions)
self._retreat(index)
this: t.Optional[exp.Expression]
if self._match(TokenType.DISTINCT):
this = self.expression(
exp.Distinct, expressions=self._parse_csv(self._parse_conjunction)
)
else:
this = self._parse_select_or_expression()
if self._match(TokenType.IGNORE_NULLS):
this = self.expression(exp.IgnoreNulls, this=this)
else:
self._match(TokenType.RESPECT_NULLS)
return self._parse_limit(self._parse_order(this))
def _parse_schema(self, this: t.Optional[exp.Expression] = None) -> t.Optional[exp.Expression]:
index = self._index
if not self._match(TokenType.L_PAREN) or self._match(TokenType.SELECT):
self._retreat(index)
return this
args = self._parse_csv(
lambda: self._parse_constraint()
or self._parse_column_def(self._parse_field(any_token=True))
)
self._match_r_paren()
return self.expression(exp.Schema, this=this, expressions=args)
def _parse_column_def(self, this: t.Optional[exp.Expression]) -> t.Optional[exp.Expression]:
kind = self._parse_types()
if self._match_text_seq("FOR", "ORDINALITY"):
return self.expression(exp.ColumnDef, this=this, ordinality=True)
constraints = []
while True:
constraint = self._parse_column_constraint()
if not constraint:
break
constraints.append(constraint)
if not kind and not constraints:
return this
return self.expression(exp.ColumnDef, this=this, kind=kind, constraints=constraints)
def _parse_auto_increment(self) -> exp.Expression:
start = None
increment = None
if self._match(TokenType.L_PAREN, advance=False):
args = self._parse_wrapped_csv(self._parse_bitwise)
start = seq_get(args, 0)
increment = seq_get(args, 1)
elif self._match_text_seq("START"):
start = self._parse_bitwise()
self._match_text_seq("INCREMENT")
increment = self._parse_bitwise()
if start and increment:
return exp.GeneratedAsIdentityColumnConstraint(start=start, increment=increment)
return exp.AutoIncrementColumnConstraint()
def _parse_compress(self) -> exp.Expression:
if self._match(TokenType.L_PAREN, advance=False):
return self.expression(
exp.CompressColumnConstraint, this=self._parse_wrapped_csv(self._parse_bitwise)
)
return self.expression(exp.CompressColumnConstraint, this=self._parse_bitwise())
def _parse_generated_as_identity(self) -> exp.Expression:
if self._match(TokenType.BY_DEFAULT):
this = self.expression(exp.GeneratedAsIdentityColumnConstraint, this=False)
else:
self._match_text_seq("ALWAYS")
this = self.expression(exp.GeneratedAsIdentityColumnConstraint, this=True)
self._match_text_seq("AS", "IDENTITY")
if self._match(TokenType.L_PAREN):
if self._match_text_seq("START", "WITH"):
this.set("start", self._parse_bitwise())
if self._match_text_seq("INCREMENT", "BY"):
this.set("increment", self._parse_bitwise())
if self._match_text_seq("MINVALUE"):
this.set("minvalue", self._parse_bitwise())
if self._match_text_seq("MAXVALUE"):
this.set("maxvalue", self._parse_bitwise())
if self._match_text_seq("CYCLE"):
this.set("cycle", True)
elif self._match_text_seq("NO", "CYCLE"):
this.set("cycle", False)
self._match_r_paren()
return this
def _parse_inline(self) -> t.Optional[exp.Expression]:
self._match_text_seq("LENGTH")
return self.expression(exp.InlineLengthColumnConstraint, this=self._parse_bitwise())
def _parse_not_constraint(self) -> t.Optional[exp.Expression]:
if self._match_text_seq("NULL"):
return self.expression(exp.NotNullColumnConstraint)
if self._match_text_seq("CASESPECIFIC"):
return self.expression(exp.CaseSpecificColumnConstraint, not_=True)
return None
def _parse_column_constraint(self) -> t.Optional[exp.Expression]:
this = self._parse_references()
if this:
return this
if self._match(TokenType.CONSTRAINT):
this = self._parse_id_var()
if self._match_texts(self.CONSTRAINT_PARSERS):
return self.expression(
exp.ColumnConstraint,
this=this,
kind=self.CONSTRAINT_PARSERS[self._prev.text.upper()](self),
)
return this
def _parse_constraint(self) -> t.Optional[exp.Expression]:
if not self._match(TokenType.CONSTRAINT):
return self._parse_unnamed_constraint(constraints=self.SCHEMA_UNNAMED_CONSTRAINTS)
this = self._parse_id_var()
expressions = []
while True:
constraint = self._parse_unnamed_constraint() or self._parse_function()
if not constraint:
break
expressions.append(constraint)
return self.expression(exp.Constraint, this=this, expressions=expressions)
def _parse_unnamed_constraint(
self, constraints: t.Optional[t.Collection[str]] = None
) -> t.Optional[exp.Expression]:
if not self._match_texts(constraints or self.CONSTRAINT_PARSERS):
return None
constraint = self._prev.text.upper()
if constraint not in self.CONSTRAINT_PARSERS:
self.raise_error(f"No parser found for schema constraint {constraint}.")
return self.CONSTRAINT_PARSERS[constraint](self)
def _parse_unique(self) -> exp.Expression:
if not self._match(TokenType.L_PAREN, advance=False):
return self.expression(exp.UniqueColumnConstraint)
return self.expression(exp.Unique, expressions=self._parse_wrapped_id_vars())
def _parse_key_constraint_options(self) -> t.List[str]:
options = []
while True:
if not self._curr:
break
if self._match(TokenType.ON):
action = None
on = self._advance_any() and self._prev.text
if self._match(TokenType.NO_ACTION):
action = "NO ACTION"
elif self._match(TokenType.CASCADE):
action = "CASCADE"
elif self._match_pair(TokenType.SET, TokenType.NULL):
action = "SET NULL"
elif self._match_pair(TokenType.SET, TokenType.DEFAULT):
action = "SET DEFAULT"
else:
self.raise_error("Invalid key constraint")
options.append(f"ON {on} {action}")
elif self._match_text_seq("NOT", "ENFORCED"):
options.append("NOT ENFORCED")
elif self._match_text_seq("DEFERRABLE"):
options.append("DEFERRABLE")
elif self._match_text_seq("INITIALLY", "DEFERRED"):
options.append("INITIALLY DEFERRED")
elif self._match_text_seq("NORELY"):
options.append("NORELY")
elif self._match_text_seq("MATCH", "FULL"):
options.append("MATCH FULL")
else:
break
return options
def _parse_references(self) -> t.Optional[exp.Expression]:
if not self._match(TokenType.REFERENCES):
return None
expressions = None
this = self._parse_id_var()
if self._match(TokenType.L_PAREN, advance=False):
expressions = self._parse_wrapped_id_vars()
options = self._parse_key_constraint_options()
return self.expression(exp.Reference, this=this, expressions=expressions, options=options)
def _parse_foreign_key(self) -> exp.Expression:
expressions = self._parse_wrapped_id_vars()
reference = self._parse_references()
options = {}
while self._match(TokenType.ON):
if not self._match_set((TokenType.DELETE, TokenType.UPDATE)):
self.raise_error("Expected DELETE or UPDATE")
kind = self._prev.text.lower()
if self._match(TokenType.NO_ACTION):
action = "NO ACTION"
elif self._match(TokenType.SET):
self._match_set((TokenType.NULL, TokenType.DEFAULT))
action = "SET " + self._prev.text.upper()
else:
self._advance()
action = self._prev.text.upper()
options[kind] = action
return self.expression(
exp.ForeignKey, expressions=expressions, reference=reference, **options # type: ignore
)
def _parse_primary_key(self) -> exp.Expression:
desc = (
self._match_set((TokenType.ASC, TokenType.DESC))
and self._prev.token_type == TokenType.DESC
)
if not self._match(TokenType.L_PAREN, advance=False):
return self.expression(exp.PrimaryKeyColumnConstraint, desc=desc)
expressions = self._parse_wrapped_id_vars()
options = self._parse_key_constraint_options()
return self.expression(exp.PrimaryKey, expressions=expressions, options=options)
def _parse_bracket(self, this: t.Optional[exp.Expression]) -> t.Optional[exp.Expression]:
if not self._match_set((TokenType.L_BRACKET, TokenType.L_BRACE)):
return this
bracket_kind = self._prev.token_type
expressions: t.List[t.Optional[exp.Expression]]
if self._match(TokenType.COLON):
expressions = [self.expression(exp.Slice, expression=self._parse_conjunction())]
else:
expressions = self._parse_csv(lambda: self._parse_slice(self._parse_conjunction()))
# https://duckdb.org/docs/sql/data_types/struct.html#creating-structs
if bracket_kind == TokenType.L_BRACE:
this = self.expression(exp.Struct, expressions=expressions)
elif not this or this.name.upper() == "ARRAY":
this = self.expression(exp.Array, expressions=expressions)
else:
expressions = apply_index_offset(expressions, -self.index_offset)
this = self.expression(exp.Bracket, this=this, expressions=expressions)
if not self._match(TokenType.R_BRACKET) and bracket_kind == TokenType.L_BRACKET:
self.raise_error("Expected ]")
elif not self._match(TokenType.R_BRACE) and bracket_kind == TokenType.L_BRACE:
self.raise_error("Expected }")
this.comments = self._prev_comments
return self._parse_bracket(this)
def _parse_slice(self, this: t.Optional[exp.Expression]) -> t.Optional[exp.Expression]:
if self._match(TokenType.COLON):
return self.expression(exp.Slice, this=this, expression=self._parse_conjunction())
return this
def _parse_case(self) -> t.Optional[exp.Expression]:
ifs = []
default = None
expression = self._parse_conjunction()
while self._match(TokenType.WHEN):
this = self._parse_conjunction()
self._match(TokenType.THEN)
then = self._parse_conjunction()
ifs.append(self.expression(exp.If, this=this, true=then))
if self._match(TokenType.ELSE):
default = self._parse_conjunction()
if not self._match(TokenType.END):
self.raise_error("Expected END after CASE", self._prev)
return self._parse_window(
self.expression(exp.Case, this=expression, ifs=ifs, default=default)
)
def _parse_if(self) -> t.Optional[exp.Expression]:
if self._match(TokenType.L_PAREN):
args = self._parse_csv(self._parse_conjunction)
this = exp.If.from_arg_list(args)
self.validate_expression(this, args)
self._match_r_paren()
else:
condition = self._parse_conjunction()
self._match(TokenType.THEN)
true = self._parse_conjunction()
false = self._parse_conjunction() if self._match(TokenType.ELSE) else None
self._match(TokenType.END)
this = self.expression(exp.If, this=condition, true=true, false=false)
return self._parse_window(this)
def _parse_extract(self) -> exp.Expression:
this = self._parse_function() or self._parse_var() or self._parse_type()
if self._match(TokenType.FROM):
return self.expression(exp.Extract, this=this, expression=self._parse_bitwise())
if not self._match(TokenType.COMMA):
self.raise_error("Expected FROM or comma after EXTRACT", self._prev)
return self.expression(exp.Extract, this=this, expression=self._parse_bitwise())
def _parse_cast(self, strict: bool) -> exp.Expression:
this = self._parse_conjunction()
if not self._match(TokenType.ALIAS):
self.raise_error("Expected AS after CAST")
to = self._parse_types()
if not to:
self.raise_error("Expected TYPE after CAST")
elif to.this == exp.DataType.Type.CHAR:
if self._match(TokenType.CHARACTER_SET):
to = self.expression(exp.CharacterSet, this=self._parse_var_or_string())
return self.expression(exp.Cast if strict else exp.TryCast, this=this, to=to)
def _parse_string_agg(self) -> exp.Expression:
expression: t.Optional[exp.Expression]
if self._match(TokenType.DISTINCT):
args = self._parse_csv(self._parse_conjunction)
expression = self.expression(exp.Distinct, expressions=[seq_get(args, 0)])
else:
args = self._parse_csv(self._parse_conjunction)
expression = seq_get(args, 0)
index = self._index
if not self._match(TokenType.R_PAREN):
# postgres: STRING_AGG([DISTINCT] expression, separator [ORDER BY expression1 {ASC | DESC} [, ...]])
order = self._parse_order(this=expression)
return self.expression(exp.GroupConcat, this=order, separator=seq_get(args, 1))
# Checks if we can parse an order clause: WITHIN GROUP (ORDER BY <order_by_expression_list> [ASC | DESC]).
# This is done "manually", instead of letting _parse_window parse it into an exp.WithinGroup node, so that
# the STRING_AGG call is parsed like in MySQL / SQLite and can thus be transpiled more easily to them.
if not self._match(TokenType.WITHIN_GROUP):
self._retreat(index)
this = exp.GroupConcat.from_arg_list(args)
self.validate_expression(this, args)
return this
self._match_l_paren() # The corresponding match_r_paren will be called in parse_function (caller)
order = self._parse_order(this=expression)
return self.expression(exp.GroupConcat, this=order, separator=seq_get(args, 1))
def _parse_convert(self, strict: bool) -> t.Optional[exp.Expression]:
to: t.Optional[exp.Expression]
this = self._parse_column()
if self._match(TokenType.USING):
to = self.expression(exp.CharacterSet, this=self._parse_var())
elif self._match(TokenType.COMMA):
to = self._parse_types()
else:
to = None
return self.expression(exp.Cast if strict else exp.TryCast, this=this, to=to)
def _parse_position(self, haystack_first: bool = False) -> exp.Expression:
args = self._parse_csv(self._parse_bitwise)
if self._match(TokenType.IN):
return self.expression(
exp.StrPosition, this=self._parse_bitwise(), substr=seq_get(args, 0)
)
if haystack_first:
haystack = seq_get(args, 0)
needle = seq_get(args, 1)
else:
needle = seq_get(args, 0)
haystack = seq_get(args, 1)
this = exp.StrPosition(this=haystack, substr=needle, position=seq_get(args, 2))
self.validate_expression(this, args)
return this
def _parse_join_hint(self, func_name: str) -> exp.Expression:
args = self._parse_csv(self._parse_table)
return exp.JoinHint(this=func_name.upper(), expressions=args)
def _parse_substring(self) -> exp.Expression:
# Postgres supports the form: substring(string [from int] [for int])
# https://www.postgresql.org/docs/9.1/functions-string.html @ Table 9-6
args = self._parse_csv(self._parse_bitwise)
if self._match(TokenType.FROM):
args.append(self._parse_bitwise())
if self._match(TokenType.FOR):
args.append(self._parse_bitwise())
this = exp.Substring.from_arg_list(args)
self.validate_expression(this, args)
return this
def _parse_trim(self) -> exp.Expression:
# https://www.w3resource.com/sql/character-functions/trim.php
# https://docs.oracle.com/javadb/10.8.3.0/ref/rreftrimfunc.html
position = None
collation = None
if self._match_set(self.TRIM_TYPES):
position = self._prev.text.upper()
expression = self._parse_term()
if self._match_set((TokenType.FROM, TokenType.COMMA)):
this = self._parse_term()
else:
this = expression
expression = None
if self._match(TokenType.COLLATE):
collation = self._parse_term()
return self.expression(
exp.Trim,
this=this,
position=position,
expression=expression,
collation=collation,
)
def _parse_window_clause(self) -> t.Optional[t.List[t.Optional[exp.Expression]]]:
return self._match(TokenType.WINDOW) and self._parse_csv(self._parse_named_window)
def _parse_named_window(self) -> t.Optional[exp.Expression]:
return self._parse_window(self._parse_id_var(), alias=True)
def _parse_window(
self, this: t.Optional[exp.Expression], alias: bool = False
) -> t.Optional[exp.Expression]:
if self._match(TokenType.FILTER):
where = self._parse_wrapped(self._parse_where)
this = self.expression(exp.Filter, this=this, expression=where)
# T-SQL allows the OVER (...) syntax after WITHIN GROUP.
# https://learn.microsoft.com/en-us/sql/t-sql/functions/percentile-disc-transact-sql?view=sql-server-ver16
if self._match(TokenType.WITHIN_GROUP):
order = self._parse_wrapped(self._parse_order)
this = self.expression(exp.WithinGroup, this=this, expression=order)
# SQL spec defines an optional [ { IGNORE | RESPECT } NULLS ] OVER
# Some dialects choose to implement and some do not.
# https://dev.mysql.com/doc/refman/8.0/en/window-function-descriptions.html
# There is some code above in _parse_lambda that handles
# SELECT FIRST_VALUE(TABLE.COLUMN IGNORE|RESPECT NULLS) OVER ...
# The below changes handle
# SELECT FIRST_VALUE(TABLE.COLUMN) IGNORE|RESPECT NULLS OVER ...
# Oracle allows both formats
# (https://docs.oracle.com/en/database/oracle/oracle-database/19/sqlrf/img_text/first_value.html)
# and Snowflake chose to do the same for familiarity
# https://docs.snowflake.com/en/sql-reference/functions/first_value.html#usage-notes
if self._match(TokenType.IGNORE_NULLS):
this = self.expression(exp.IgnoreNulls, this=this)
elif self._match(TokenType.RESPECT_NULLS):
this = self.expression(exp.RespectNulls, this=this)
# bigquery select from window x AS (partition by ...)
if alias:
self._match(TokenType.ALIAS)
elif not self._match(TokenType.OVER):
return this
if not self._match(TokenType.L_PAREN):
return self.expression(exp.Window, this=this, alias=self._parse_id_var(False))
window_alias = self._parse_id_var(any_token=False, tokens=self.WINDOW_ALIAS_TOKENS)
partition = self._parse_partition_by()
order = self._parse_order()
kind = self._match_set((TokenType.ROWS, TokenType.RANGE)) and self._prev.text
if kind:
self._match(TokenType.BETWEEN)
start = self._parse_window_spec()
self._match(TokenType.AND)
end = self._parse_window_spec()
spec = self.expression(
exp.WindowSpec,
kind=kind,
start=start["value"],
start_side=start["side"],
end=end["value"],
end_side=end["side"],
)
else:
spec = None
self._match_r_paren()
return self.expression(
exp.Window,
this=this,
partition_by=partition,
order=order,
spec=spec,
alias=window_alias,
)
def _parse_window_spec(self) -> t.Dict[str, t.Optional[str | exp.Expression]]:
self._match(TokenType.BETWEEN)
return {
"value": (
self._match_set((TokenType.UNBOUNDED, TokenType.CURRENT_ROW)) and self._prev.text
)
or self._parse_bitwise(),
"side": self._match_set((TokenType.PRECEDING, TokenType.FOLLOWING)) and self._prev.text,
}
def _parse_alias(
self, this: t.Optional[exp.Expression], explicit: bool = False
) -> t.Optional[exp.Expression]:
any_token = self._match(TokenType.ALIAS)
if explicit and not any_token:
return this
if self._match(TokenType.L_PAREN):
aliases = self.expression(
exp.Aliases,
this=this,
expressions=self._parse_csv(lambda: self._parse_id_var(any_token)),
)
self._match_r_paren(aliases)
return aliases
alias = self._parse_id_var(any_token)
if alias:
return self.expression(exp.Alias, this=this, alias=alias)
return this
def _parse_id_var(
self,
any_token: bool = True,
tokens: t.Optional[t.Collection[TokenType]] = None,
prefix_tokens: t.Optional[t.Collection[TokenType]] = None,
) -> t.Optional[exp.Expression]:
identifier = self._parse_identifier()
if identifier:
return identifier
prefix = ""
if prefix_tokens:
while self._match_set(prefix_tokens):
prefix += self._prev.text
if (any_token and self._advance_any()) or self._match_set(tokens or self.ID_VAR_TOKENS):
quoted = self._prev.token_type == TokenType.STRING
return exp.Identifier(this=prefix + self._prev.text, quoted=quoted)
return None
def _parse_string(self) -> t.Optional[exp.Expression]:
if self._match(TokenType.STRING):
return self.PRIMARY_PARSERS[TokenType.STRING](self, self._prev)
return self._parse_placeholder()
def _parse_number(self) -> t.Optional[exp.Expression]:
if self._match(TokenType.NUMBER):
return self.PRIMARY_PARSERS[TokenType.NUMBER](self, self._prev)
return self._parse_placeholder()
def _parse_identifier(self) -> t.Optional[exp.Expression]:
if self._match(TokenType.IDENTIFIER):
return self.expression(exp.Identifier, this=self._prev.text, quoted=True)
return self._parse_placeholder()
def _parse_var(self, any_token: bool = False) -> t.Optional[exp.Expression]:
if (any_token and self._advance_any()) or self._match(TokenType.VAR):
return self.expression(exp.Var, this=self._prev.text)
return self._parse_placeholder()
def _advance_any(self) -> t.Optional[Token]:
if self._curr and self._curr.token_type not in self.RESERVED_KEYWORDS:
self._advance()
return self._prev
return None
def _parse_var_or_string(self) -> t.Optional[exp.Expression]:
return self._parse_var() or self._parse_string()
def _parse_null(self) -> t.Optional[exp.Expression]:
if self._match(TokenType.NULL):
return self.PRIMARY_PARSERS[TokenType.NULL](self, self._prev)
return None
def _parse_boolean(self) -> t.Optional[exp.Expression]:
if self._match(TokenType.TRUE):
return self.PRIMARY_PARSERS[TokenType.TRUE](self, self._prev)
if self._match(TokenType.FALSE):
return self.PRIMARY_PARSERS[TokenType.FALSE](self, self._prev)
return None
def _parse_star(self) -> t.Optional[exp.Expression]:
if self._match(TokenType.STAR):
return self.PRIMARY_PARSERS[TokenType.STAR](self, self._prev)
return None
def _parse_parameter(self) -> exp.Expression:
wrapped = self._match(TokenType.L_BRACE)
this = self._parse_var() or self._parse_primary()
self._match(TokenType.R_BRACE)
return self.expression(exp.Parameter, this=this, wrapped=wrapped)
def _parse_placeholder(self) -> t.Optional[exp.Expression]:
if self._match_set(self.PLACEHOLDER_PARSERS):
placeholder = self.PLACEHOLDER_PARSERS[self._prev.token_type](self)
if placeholder:
return placeholder
self._advance(-1)
return None
def _parse_except(self) -> t.Optional[t.List[t.Optional[exp.Expression]]]:
if not self._match(TokenType.EXCEPT):
return None
if self._match(TokenType.L_PAREN, advance=False):
return self._parse_wrapped_csv(self._parse_column)
return self._parse_csv(self._parse_column)
def _parse_replace(self) -> t.Optional[t.List[t.Optional[exp.Expression]]]:
if not self._match(TokenType.REPLACE):
return None
if self._match(TokenType.L_PAREN, advance=False):
return self._parse_wrapped_csv(self._parse_expression)
return self._parse_csv(self._parse_expression)
def _parse_csv(
self, parse_method: t.Callable, sep: TokenType = TokenType.COMMA
) -> t.List[t.Optional[exp.Expression]]:
parse_result = parse_method()
items = [parse_result] if parse_result is not None else []
while self._match(sep):
if parse_result and self._prev_comments:
parse_result.comments = self._prev_comments
parse_result = parse_method()
if parse_result is not None:
items.append(parse_result)
return items
def _parse_tokens(
self, parse_method: t.Callable, expressions: t.Dict
) -> t.Optional[exp.Expression]:
this = parse_method()
while self._match_set(expressions):
this = self.expression(
expressions[self._prev.token_type],
this=this,
comments=self._prev_comments,
expression=parse_method(),
)
return this
def _parse_wrapped_id_vars(self) -> t.List[t.Optional[exp.Expression]]:
return self._parse_wrapped_csv(self._parse_id_var)
def _parse_wrapped_csv(
self, parse_method: t.Callable, sep: TokenType = TokenType.COMMA
) -> t.List[t.Optional[exp.Expression]]:
return self._parse_wrapped(lambda: self._parse_csv(parse_method, sep=sep))
def _parse_wrapped(self, parse_method: t.Callable) -> t.Any:
self._match_l_paren()
parse_result = parse_method()
self._match_r_paren()
return parse_result
def _parse_select_or_expression(self) -> t.Optional[exp.Expression]:
return self._parse_select() or self._parse_expression()
def _parse_ddl_select(self) -> t.Optional[exp.Expression]:
return self._parse_set_operations(
self._parse_select(nested=True, parse_subquery_alias=False)
)
def _parse_transaction(self) -> exp.Expression:
this = None
if self._match_texts(self.TRANSACTION_KIND):
this = self._prev.text
self._match_texts({"TRANSACTION", "WORK"})
modes = []
while True:
mode = []
while self._match(TokenType.VAR):
mode.append(self._prev.text)
if mode:
modes.append(" ".join(mode))
if not self._match(TokenType.COMMA):
break
return self.expression(exp.Transaction, this=this, modes=modes)
def _parse_commit_or_rollback(self) -> exp.Expression:
chain = None
savepoint = None
is_rollback = self._prev.token_type == TokenType.ROLLBACK
self._match_texts({"TRANSACTION", "WORK"})
if self._match_text_seq("TO"):
self._match_text_seq("SAVEPOINT")
savepoint = self._parse_id_var()
if self._match(TokenType.AND):
chain = not self._match_text_seq("NO")
self._match_text_seq("CHAIN")
if is_rollback:
return self.expression(exp.Rollback, savepoint=savepoint)
return self.expression(exp.Commit, chain=chain)
def _parse_add_column(self) -> t.Optional[exp.Expression]:
if not self._match_text_seq("ADD"):
return None
self._match(TokenType.COLUMN)
exists_column = self._parse_exists(not_=True)
expression = self._parse_column_def(self._parse_field(any_token=True))
if expression:
expression.set("exists", exists_column)
return expression
def _parse_drop_column(self) -> t.Optional[exp.Expression]:
return self._match(TokenType.DROP) and self._parse_drop(default_kind="COLUMN")
# https://docs.aws.amazon.com/athena/latest/ug/alter-table-drop-partition.html
def _parse_drop_partition(self, exists: t.Optional[bool] = None) -> exp.Expression:
return self.expression(
exp.DropPartition, expressions=self._parse_csv(self._parse_partition), exists=exists
)
def _parse_add_constraint(self) -> t.Optional[exp.Expression]:
this = None
kind = self._prev.token_type
if kind == TokenType.CONSTRAINT:
this = self._parse_id_var()
if self._match_text_seq("CHECK"):
expression = self._parse_wrapped(self._parse_conjunction)
enforced = self._match_text_seq("ENFORCED")
return self.expression(
exp.AddConstraint, this=this, expression=expression, enforced=enforced
)
if kind == TokenType.FOREIGN_KEY or self._match(TokenType.FOREIGN_KEY):
expression = self._parse_foreign_key()
elif kind == TokenType.PRIMARY_KEY or self._match(TokenType.PRIMARY_KEY):
expression = self._parse_primary_key()
return self.expression(exp.AddConstraint, this=this, expression=expression)
def _parse_alter(self) -> t.Optional[exp.Expression]:
if not self._match(TokenType.TABLE):
return self._parse_as_command(self._prev)
exists = self._parse_exists()
this = self._parse_table(schema=True)
actions: t.Optional[exp.Expression | t.List[t.Optional[exp.Expression]]] = None
index = self._index
if self._match(TokenType.DELETE):
actions = [self.expression(exp.Delete, where=self._parse_where())]
elif self._match_text_seq("ADD"):
if self._match_set(self.ADD_CONSTRAINT_TOKENS):
actions = self._parse_csv(self._parse_add_constraint)
else:
self._retreat(index)
actions = self._parse_csv(self._parse_add_column)
elif self._match_text_seq("DROP"):
partition_exists = self._parse_exists()
if self._match(TokenType.PARTITION, advance=False):
actions = self._parse_csv(
lambda: self._parse_drop_partition(exists=partition_exists)
)
else:
self._retreat(index)
actions = self._parse_csv(self._parse_drop_column)
elif self._match_text_seq("RENAME", "TO"):
actions = self.expression(exp.RenameTable, this=self._parse_table(schema=True))
elif self._match_text_seq("ALTER"):
self._match(TokenType.COLUMN)
column = self._parse_field(any_token=True)
if self._match_pair(TokenType.DROP, TokenType.DEFAULT):
actions = self.expression(exp.AlterColumn, this=column, drop=True)
elif self._match_pair(TokenType.SET, TokenType.DEFAULT):
actions = self.expression(
exp.AlterColumn, this=column, default=self._parse_conjunction()
)
else:
self._match_text_seq("SET", "DATA")
actions = self.expression(
exp.AlterColumn,
this=column,
dtype=self._match_text_seq("TYPE") and self._parse_types(),
collate=self._match(TokenType.COLLATE) and self._parse_term(),
using=self._match(TokenType.USING) and self._parse_conjunction(),
)
actions = ensure_list(actions)
return self.expression(exp.AlterTable, this=this, exists=exists, actions=actions)
def _parse_show(self) -> t.Optional[exp.Expression]:
parser = self._find_parser(self.SHOW_PARSERS, self._show_trie) # type: ignore
if parser:
return parser(self)
self._advance()
return self.expression(exp.Show, this=self._prev.text.upper())
def _default_parse_set_item(self) -> exp.Expression:
return self.expression(
exp.SetItem,
this=self._parse_statement(),
)
def _parse_set_item(self) -> t.Optional[exp.Expression]:
parser = self._find_parser(self.SET_PARSERS, self._set_trie) # type: ignore
return parser(self) if parser else self._default_parse_set_item()
def _parse_merge(self) -> exp.Expression:
self._match(TokenType.INTO)
target = self._parse_table()
self._match(TokenType.USING)
using = self._parse_table()
self._match(TokenType.ON)
on = self._parse_conjunction()
whens = []
while self._match(TokenType.WHEN):
this = self._parse_conjunction()
self._match(TokenType.THEN)
if self._match(TokenType.INSERT):
_this = self._parse_star()
if _this:
then = self.expression(exp.Insert, this=_this)
else:
then = self.expression(
exp.Insert,
this=self._parse_value(),
expression=self._match(TokenType.VALUES) and self._parse_value(),
)
elif self._match(TokenType.UPDATE):
expressions = self._parse_star()
if expressions:
then = self.expression(exp.Update, expressions=expressions)
else:
then = self.expression(
exp.Update,
expressions=self._match(TokenType.SET)
and self._parse_csv(self._parse_equality),
)
elif self._match(TokenType.DELETE):
then = self.expression(exp.Var, this=self._prev.text)
whens.append(self.expression(exp.When, this=this, then=then))
return self.expression(
exp.Merge,
this=target,
using=using,
on=on,
expressions=whens,
)
def _parse_set(self) -> exp.Expression:
return self.expression(exp.Set, expressions=self._parse_csv(self._parse_set_item))
def _parse_as_command(self, start: Token) -> exp.Command:
while self._curr:
self._advance()
return exp.Command(this=self._find_sql(start, self._prev))
def _find_parser(
self, parsers: t.Dict[str, t.Callable], trie: t.Dict
) -> t.Optional[t.Callable]:
index = self._index
this = []
while True:
# The current token might be multiple words
curr = self._curr.text.upper()
key = curr.split(" ")
this.append(curr)
self._advance()
result, trie = in_trie(trie, key)
if result == 0:
break
if result == 2:
subparser = parsers[" ".join(this)]
return subparser
self._retreat(index)
return None
def _match(self, token_type, advance=True):
if not self._curr:
return None
if self._curr.token_type == token_type:
if advance:
self._advance()
return True
return None
def _match_set(self, types):
if not self._curr:
return None
if self._curr.token_type in types:
self._advance()
return True
return None
def _match_pair(self, token_type_a, token_type_b, advance=True):
if not self._curr or not self._next:
return None
if self._curr.token_type == token_type_a and self._next.token_type == token_type_b:
if advance:
self._advance(2)
return True
return None
def _match_l_paren(self, expression=None):
if not self._match(TokenType.L_PAREN):
self.raise_error("Expecting (")
if expression and self._prev_comments:
expression.comments = self._prev_comments
def _match_r_paren(self, expression=None):
if not self._match(TokenType.R_PAREN):
self.raise_error("Expecting )")
if expression and self._prev_comments:
expression.comments = self._prev_comments
def _match_texts(self, texts):
if self._curr and self._curr.text.upper() in texts:
self._advance()
return True
return False
def _match_text_seq(self, *texts, advance=True):
index = self._index
for text in texts:
if self._curr and self._curr.text.upper() == text:
self._advance()
else:
self._retreat(index)
return False
if not advance:
self._retreat(index)
return True
def _replace_columns_with_dots(self, this):
if isinstance(this, exp.Dot):
exp.replace_children(this, self._replace_columns_with_dots)
elif isinstance(this, exp.Column):
exp.replace_children(this, self._replace_columns_with_dots)
table = this.args.get("table")
this = (
self.expression(exp.Dot, this=table, expression=this.this)
if table
else self.expression(exp.Var, this=this.name)
)
elif isinstance(this, exp.Identifier):
this = self.expression(exp.Var, this=this.name)
return this
def _replace_lambda(self, node, lambda_variables):
if isinstance(node, exp.Column):
if node.name in lambda_variables:
return node.this
return node
|