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
3859
3860
3861
3862
3863
3864
3865
3866
3867
3868
3869
3870
3871
3872
3873
3874
3875
3876
3877
3878
3879
3880
3881
3882
3883
3884
3885
3886
3887
3888
3889
3890
3891
3892
3893
3894
3895
3896
3897
3898
3899
3900
3901
3902
3903
3904
3905
3906
3907
3908
3909
3910
3911
3912
3913
3914
3915
3916
3917
3918
3919
3920
3921
3922
3923
3924
3925
3926
3927
3928
3929
3930
3931
3932
3933
3934
3935
3936
3937
3938
3939
3940
3941
3942
3943
3944
3945
3946
3947
3948
3949
3950
3951
3952
3953
3954
3955
3956
3957
3958
3959
3960
3961
3962
3963
3964
3965
3966
3967
3968
3969
3970
3971
3972
3973
3974
3975
3976
3977
3978
3979
3980
3981
3982
3983
3984
3985
3986
3987
3988
3989
3990
3991
3992
3993
3994
3995
3996
3997
3998
3999
4000
4001
4002
4003
4004
4005
4006
4007
4008
4009
4010
4011
4012
4013
4014
4015
4016
4017
4018
4019
4020
4021
4022
4023
4024
4025
4026
4027
4028
4029
4030
4031
4032
4033
4034
4035
4036
4037
4038
4039
4040
4041
4042
4043
4044
4045
4046
4047
4048
4049
4050
4051
4052
4053
4054
4055
4056
4057
4058
4059
4060
4061
4062
4063
4064
4065
4066
4067
4068
4069
4070
4071
4072
4073
4074
4075
4076
4077
4078
4079
4080
4081
4082
4083
4084
4085
4086
4087
4088
4089
4090
4091
4092
4093
4094
4095
4096
4097
4098
4099
4100
4101
4102
4103
4104
4105
4106
4107
4108
4109
4110
4111
4112
4113
4114
4115
4116
4117
4118
4119
4120
4121
4122
4123
4124
4125
4126
4127
4128
4129
4130
4131
4132
|
<!-- doc/src/sgml/monitoring.sgml -->
<chapter id="monitoring">
<title>Monitoring Database Activity</title>
<indexterm zone="monitoring">
<primary>monitoring</primary>
<secondary>database activity</secondary>
</indexterm>
<indexterm zone="monitoring">
<primary>database activity</primary>
<secondary>monitoring</secondary>
</indexterm>
<para>
A database administrator frequently wonders, <quote>What is the system
doing right now?</quote>
This chapter discusses how to find that out.
</para>
<para>
Several tools are available for monitoring database activity and
analyzing performance. Most of this chapter is devoted to describing
<productname>PostgreSQL</productname>'s statistics collector,
but one should not neglect regular Unix monitoring programs such as
<command>ps</>, <command>top</>, <command>iostat</>, and <command>vmstat</>.
Also, once one has identified a
poorly-performing query, further investigation might be needed using
<productname>PostgreSQL</productname>'s <xref linkend="sql-explain"> command.
<xref linkend="using-explain"> discusses <command>EXPLAIN</>
and other methods for understanding the behavior of an individual
query.
</para>
<sect1 id="monitoring-ps">
<title>Standard Unix Tools</title>
<indexterm zone="monitoring-ps">
<primary>ps</primary>
<secondary>to monitor activity</secondary>
</indexterm>
<para>
On most Unix platforms, <productname>PostgreSQL</productname> modifies its
command title as reported by <command>ps</>, so that individual server
processes can readily be identified. A sample display is
<screen>
$ ps auxww | grep ^postgres
postgres 15551 0.0 0.1 57536 7132 pts/0 S 18:02 0:00 postgres -i
postgres 15554 0.0 0.0 57536 1184 ? Ss 18:02 0:00 postgres: writer process
postgres 15555 0.0 0.0 57536 916 ? Ss 18:02 0:00 postgres: checkpointer process
postgres 15556 0.0 0.0 57536 916 ? Ss 18:02 0:00 postgres: wal writer process
postgres 15557 0.0 0.0 58504 2244 ? Ss 18:02 0:00 postgres: autovacuum launcher process
postgres 15558 0.0 0.0 17512 1068 ? Ss 18:02 0:00 postgres: stats collector process
postgres 15582 0.0 0.0 58772 3080 ? Ss 18:04 0:00 postgres: joe runbug 127.0.0.1 idle
postgres 15606 0.0 0.0 58772 3052 ? Ss 18:07 0:00 postgres: tgl regression [local] SELECT waiting
postgres 15610 0.0 0.0 58772 3056 ? Ss 18:07 0:00 postgres: tgl regression [local] idle in transaction
</screen>
(The appropriate invocation of <command>ps</> varies across different
platforms, as do the details of what is shown. This example is from a
recent Linux system.) The first process listed here is the
master server process. The command arguments
shown for it are the same ones used when it was launched. The next five
processes are background worker processes automatically launched by the
master process. (The <quote>stats collector</> process will not be present
if you have set the system not to start the statistics collector; likewise
the <quote>autovacuum launcher</> process can be disabled.)
Each of the remaining
processes is a server process handling one client connection. Each such
process sets its command line display in the form
<screen>
postgres: <replaceable>user</> <replaceable>database</> <replaceable>host</> <replaceable>activity</>
</screen>
The user, database, and (client) host items remain the same for
the life of the client connection, but the activity indicator changes.
The activity can be <literal>idle</> (i.e., waiting for a client command),
<literal>idle in transaction</> (waiting for client inside a <command>BEGIN</> block),
or a command type name such as <literal>SELECT</>. Also,
<literal>waiting</> is appended if the server process is presently waiting
on a lock held by another session. In the above example we can infer
that process 15606 is waiting for process 15610 to complete its transaction
and thereby release some lock. (Process 15610 must be the blocker, because
there is no other active session. In more complicated cases it would be
necessary to look into the
<link linkend="view-pg-locks"><structname>pg_locks</structname></link>
system view to determine who is blocking whom.)
</para>
<para>
If <xref linkend="guc-cluster-name"> has been configured the
cluster name will also be shown in <command>ps</> output:
<screen>
$ psql -c 'SHOW cluster_name'
cluster_name
--------------
server1
(1 row)
$ ps aux|grep server1
postgres 27093 0.0 0.0 30096 2752 ? Ss 11:34 0:00 postgres: server1: writer process
...
</screen>
</para>
<para>
If you have turned off <xref linkend="guc-update-process-title"> then the
activity indicator is not updated; the process title is set only once
when a new process is launched. On some platforms this saves a measurable
amount of per-command overhead; on others it's insignificant.
</para>
<tip>
<para>
<productname>Solaris</productname> requires special handling. You must
use <command>/usr/ucb/ps</command>, rather than
<command>/bin/ps</command>. You also must use two <option>w</option>
flags, not just one. In addition, your original invocation of the
<command>postgres</command> command must have a shorter
<command>ps</command> status display than that provided by each
server process. If you fail to do all three things, the <command>ps</>
output for each server process will be the original <command>postgres</>
command line.
</para>
</tip>
</sect1>
<sect1 id="monitoring-stats">
<title>The Statistics Collector</title>
<indexterm zone="monitoring-stats">
<primary>statistics</primary>
</indexterm>
<para>
<productname>PostgreSQL</productname>'s <firstterm>statistics collector</>
is a subsystem that supports collection and reporting of information about
server activity. Presently, the collector can count accesses to tables
and indexes in both disk-block and individual-row terms. It also tracks
the total number of rows in each table, and information about vacuum and
analyze actions for each table. It can also count calls to user-defined
functions and the total time spent in each one.
</para>
<para>
<productname>PostgreSQL</productname> also supports reporting dynamic
information about exactly what is going on in the system right now, such as
the exact command currently being executed by other server processes, and
which other connections exist in the system. This facility is independent
of the collector process.
</para>
<sect2 id="monitoring-stats-setup">
<title>Statistics Collection Configuration</title>
<para>
Since collection of statistics adds some overhead to query execution,
the system can be configured to collect or not collect information.
This is controlled by configuration parameters that are normally set in
<filename>postgresql.conf</>. (See <xref linkend="runtime-config"> for
details about setting configuration parameters.)
</para>
<para>
The parameter <xref linkend="guc-track-activities"> enables monitoring
of the current command being executed by any server process.
</para>
<para>
The parameter <xref linkend="guc-track-counts"> controls whether
statistics are collected about table and index accesses.
</para>
<para>
The parameter <xref linkend="guc-track-functions"> enables tracking of
usage of user-defined functions.
</para>
<para>
The parameter <xref linkend="guc-track-io-timing"> enables monitoring
of block read and write times.
</para>
<para>
Normally these parameters are set in <filename>postgresql.conf</> so
that they apply to all server processes, but it is possible to turn
them on or off in individual sessions using the <xref
linkend="sql-set"> command. (To prevent
ordinary users from hiding their activity from the administrator,
only superusers are allowed to change these parameters with
<command>SET</>.)
</para>
<para>
The statistics collector transmits the collected information to other
<productname>PostgreSQL</productname> processes through temporary files.
These files are stored in the directory named by the
<xref linkend="guc-stats-temp-directory"> parameter,
<filename>pg_stat_tmp</filename> by default.
For better performance, <varname>stats_temp_directory</> can be
pointed at a RAM-based file system, decreasing physical I/O requirements.
When the server shuts down cleanly, a permanent copy of the statistics
data is stored in the <filename>pg_stat</filename> subdirectory, so that
statistics can be retained across server restarts. When recovery is
performed at server start (e.g. after immediate shutdown, server crash,
and point-in-time recovery), all statistics counters are reset.
</para>
</sect2>
<sect2 id="monitoring-stats-views">
<title>Viewing Statistics</title>
<para>
Several predefined views, listed in <xref
linkend="monitoring-stats-dynamic-views-table">, are available to show
the current state of the system. There are also several other
views, listed in <xref
linkend="monitoring-stats-views-table">, available to show the results
of statistics collection. Alternatively, one can
build custom views using the underlying statistics functions, as discussed
in <xref linkend="monitoring-stats-functions">.
</para>
<para>
When using the statistics to monitor collected data, it is important
to realize that the information does not update instantaneously.
Each individual server process transmits new statistical counts to
the collector just before going idle; so a query or transaction still in
progress does not affect the displayed totals. Also, the collector itself
emits a new report at most once per <varname>PGSTAT_STAT_INTERVAL</varname>
milliseconds (500 ms unless altered while building the server). So the
displayed information lags behind actual activity. However, current-query
information collected by <varname>track_activities</varname> is
always up-to-date.
</para>
<para>
Another important point is that when a server process is asked to display
any of these statistics, it first fetches the most recent report emitted by
the collector process and then continues to use this snapshot for all
statistical views and functions until the end of its current transaction.
So the statistics will show static information as long as you continue the
current transaction. Similarly, information about the current queries of
all sessions is collected when any such information is first requested
within a transaction, and the same information will be displayed throughout
the transaction.
This is a feature, not a bug, because it allows you to perform several
queries on the statistics and correlate the results without worrying that
the numbers are changing underneath you. But if you want to see new
results with each query, be sure to do the queries outside any transaction
block. Alternatively, you can invoke
<function>pg_stat_clear_snapshot</function>(), which will discard the
current transaction's statistics snapshot (if any). The next use of
statistical information will cause a new snapshot to be fetched.
</para>
<para>
A transaction can also see its own statistics (as yet untransmitted to the
collector) in the views <structname>pg_stat_xact_all_tables</>,
<structname>pg_stat_xact_sys_tables</>,
<structname>pg_stat_xact_user_tables</>, and
<structname>pg_stat_xact_user_functions</>. These numbers do not act as
stated above; instead they update continuously throughout the transaction.
</para>
<table id="monitoring-stats-dynamic-views-table">
<title>Dynamic Statistics Views</title>
<tgroup cols="2">
<thead>
<row>
<entry>View Name</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry>
<structname>pg_stat_activity</structname>
<indexterm><primary>pg_stat_activity</primary></indexterm>
</entry>
<entry>
One row per server process, showing information related to
the current activity of that process, such as state and current query.
See <xref linkend="pg-stat-activity-view"> for details.
</entry>
</row>
<row>
<entry><structname>pg_stat_replication</><indexterm><primary>pg_stat_replication</primary></indexterm></entry>
<entry>One row per WAL sender process, showing statistics about
replication to that sender's connected standby server.
See <xref linkend="pg-stat-replication-view"> for details.
</entry>
</row>
<row>
<entry><structname>pg_stat_wal_receiver</><indexterm><primary>pg_stat_wal_receiver</primary></indexterm></entry>
<entry>Only one row, showing statistics about the WAL receiver from
that receiver's connected server.
See <xref linkend="pg-stat-wal-receiver-view"> for details.
</entry>
</row>
<row>
<entry><structname>pg_stat_subscription</><indexterm><primary>pg_stat_subscription</primary></indexterm></entry>
<entry>At least one row per subscription, showing information about
the subscription workers.
See <xref linkend="pg-stat-subscription"> for details.
</entry>
</row>
<row>
<entry><structname>pg_stat_ssl</><indexterm><primary>pg_stat_ssl</primary></indexterm></entry>
<entry>One row per connection (regular and replication), showing information about
SSL used on this connection.
See <xref linkend="pg-stat-ssl-view"> for details.
</entry>
</row>
<row>
<entry><structname>pg_stat_progress_vacuum</><indexterm><primary>pg_stat_progress_vacuum</primary></indexterm></entry>
<entry>One row for each backend (including autovacuum worker processes) running
<command>VACUUM</>, showing current progress.
See <xref linkend='vacuum-progress-reporting'>.
</entry>
</row>
</tbody>
</tgroup>
</table>
<table id="monitoring-stats-views-table">
<title>Collected Statistics Views</title>
<tgroup cols="2">
<thead>
<row>
<entry>View Name</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><structname>pg_stat_archiver</><indexterm><primary>pg_stat_archiver</primary></indexterm></entry>
<entry>One row only, showing statistics about the
WAL archiver process's activity. See
<xref linkend="pg-stat-archiver-view"> for details.
</entry>
</row>
<row>
<entry><structname>pg_stat_bgwriter</><indexterm><primary>pg_stat_bgwriter</primary></indexterm></entry>
<entry>One row only, showing statistics about the
background writer process's activity. See
<xref linkend="pg-stat-bgwriter-view"> for details.
</entry>
</row>
<row>
<entry><structname>pg_stat_database</><indexterm><primary>pg_stat_database</primary></indexterm></entry>
<entry>One row per database, showing database-wide statistics. See
<xref linkend="pg-stat-database-view"> for details.
</entry>
</row>
<row>
<entry><structname>pg_stat_database_conflicts</><indexterm><primary>pg_stat_database_conflicts</primary></indexterm></entry>
<entry>
One row per database, showing database-wide statistics about
query cancels due to conflict with recovery on standby servers.
See <xref linkend="pg-stat-database-conflicts-view"> for details.
</entry>
</row>
<row>
<entry><structname>pg_stat_all_tables</><indexterm><primary>pg_stat_all_tables</primary></indexterm></entry>
<entry>
One row for each table in the current database, showing statistics
about accesses to that specific table.
See <xref linkend="pg-stat-all-tables-view"> for details.
</entry>
</row>
<row>
<entry><structname>pg_stat_sys_tables</><indexterm><primary>pg_stat_sys_tables</primary></indexterm></entry>
<entry>Same as <structname>pg_stat_all_tables</>, except that only
system tables are shown.</entry>
</row>
<row>
<entry><structname>pg_stat_user_tables</><indexterm><primary>pg_stat_user_tables</primary></indexterm></entry>
<entry>Same as <structname>pg_stat_all_tables</>, except that only user
tables are shown.</entry>
</row>
<row>
<entry><structname>pg_stat_xact_all_tables</><indexterm><primary>pg_stat_xact_all_tables</primary></indexterm></entry>
<entry>Similar to <structname>pg_stat_all_tables</>, but counts actions
taken so far within the current transaction (which are <emphasis>not</>
yet included in <structname>pg_stat_all_tables</> and related views).
The columns for numbers of live and dead rows and vacuum and
analyze actions are not present in this view.</entry>
</row>
<row>
<entry><structname>pg_stat_xact_sys_tables</><indexterm><primary>pg_stat_xact_sys_tables</primary></indexterm></entry>
<entry>Same as <structname>pg_stat_xact_all_tables</>, except that only
system tables are shown.</entry>
</row>
<row>
<entry><structname>pg_stat_xact_user_tables</><indexterm><primary>pg_stat_xact_user_tables</primary></indexterm></entry>
<entry>Same as <structname>pg_stat_xact_all_tables</>, except that only
user tables are shown.</entry>
</row>
<row>
<entry><structname>pg_stat_all_indexes</><indexterm><primary>pg_stat_all_indexes</primary></indexterm></entry>
<entry>
One row for each index in the current database, showing statistics
about accesses to that specific index.
See <xref linkend="pg-stat-all-indexes-view"> for details.
</entry>
</row>
<row>
<entry><structname>pg_stat_sys_indexes</><indexterm><primary>pg_stat_sys_indexes</primary></indexterm></entry>
<entry>Same as <structname>pg_stat_all_indexes</>, except that only
indexes on system tables are shown.</entry>
</row>
<row>
<entry><structname>pg_stat_user_indexes</><indexterm><primary>pg_stat_user_indexes</primary></indexterm></entry>
<entry>Same as <structname>pg_stat_all_indexes</>, except that only
indexes on user tables are shown.</entry>
</row>
<row>
<entry><structname>pg_statio_all_tables</><indexterm><primary>pg_statio_all_tables</primary></indexterm></entry>
<entry>
One row for each table in the current database, showing statistics
about I/O on that specific table.
See <xref linkend="pg-statio-all-tables-view"> for details.
</entry>
</row>
<row>
<entry><structname>pg_statio_sys_tables</><indexterm><primary>pg_statio_sys_tables</primary></indexterm></entry>
<entry>Same as <structname>pg_statio_all_tables</>, except that only
system tables are shown.</entry>
</row>
<row>
<entry><structname>pg_statio_user_tables</><indexterm><primary>pg_statio_user_tables</primary></indexterm></entry>
<entry>Same as <structname>pg_statio_all_tables</>, except that only
user tables are shown.</entry>
</row>
<row>
<entry><structname>pg_statio_all_indexes</><indexterm><primary>pg_statio_all_indexes</primary></indexterm></entry>
<entry>
One row for each index in the current database,
showing statistics about I/O on that specific index.
See <xref linkend="pg-statio-all-indexes-view"> for details.
</entry>
</row>
<row>
<entry><structname>pg_statio_sys_indexes</><indexterm><primary>pg_statio_sys_indexes</primary></indexterm></entry>
<entry>Same as <structname>pg_statio_all_indexes</>, except that only
indexes on system tables are shown.</entry>
</row>
<row>
<entry><structname>pg_statio_user_indexes</><indexterm><primary>pg_statio_user_indexes</primary></indexterm></entry>
<entry>Same as <structname>pg_statio_all_indexes</>, except that only
indexes on user tables are shown.</entry>
</row>
<row>
<entry><structname>pg_statio_all_sequences</><indexterm><primary>pg_statio_all_sequences</primary></indexterm></entry>
<entry>
One row for each sequence in the current database,
showing statistics about I/O on that specific sequence.
See <xref linkend="pg-statio-all-sequences-view"> for details.
</entry>
</row>
<row>
<entry><structname>pg_statio_sys_sequences</><indexterm><primary>pg_statio_sys_sequences</primary></indexterm></entry>
<entry>Same as <structname>pg_statio_all_sequences</>, except that only
system sequences are shown. (Presently, no system sequences are defined,
so this view is always empty.)</entry>
</row>
<row>
<entry><structname>pg_statio_user_sequences</><indexterm><primary>pg_statio_user_sequences</primary></indexterm></entry>
<entry>Same as <structname>pg_statio_all_sequences</>, except that only
user sequences are shown.</entry>
</row>
<row>
<entry><structname>pg_stat_user_functions</><indexterm><primary>pg_stat_user_functions</primary></indexterm></entry>
<entry>
One row for each tracked function, showing statistics
about executions of that function. See
<xref linkend="pg-stat-user-functions-view"> for details.
</entry>
</row>
<row>
<entry><structname>pg_stat_xact_user_functions</><indexterm><primary>pg_stat_xact_user_functions</primary></indexterm></entry>
<entry>Similar to <structname>pg_stat_user_functions</>, but counts only
calls during the current transaction (which are <emphasis>not</>
yet included in <structname>pg_stat_user_functions</>).</entry>
</row>
</tbody>
</tgroup>
</table>
<para>
The per-index statistics are particularly useful to determine which
indexes are being used and how effective they are.
</para>
<para>
The <structname>pg_statio_</> views are primarily useful to
determine the effectiveness of the buffer cache. When the number
of actual disk reads is much smaller than the number of buffer
hits, then the cache is satisfying most read requests without
invoking a kernel call. However, these statistics do not give the
entire story: due to the way in which <productname>PostgreSQL</>
handles disk I/O, data that is not in the
<productname>PostgreSQL</> buffer cache might still reside in the
kernel's I/O cache, and might therefore still be fetched without
requiring a physical read. Users interested in obtaining more
detailed information on <productname>PostgreSQL</> I/O behavior are
advised to use the <productname>PostgreSQL</> statistics collector
in combination with operating system utilities that allow insight
into the kernel's handling of I/O.
</para>
<table id="pg-stat-activity-view" xreflabel="pg_stat_activity">
<title><structname>pg_stat_activity</structname> View</title>
<tgroup cols="3">
<thead>
<row>
<entry>Column</entry>
<entry>Type</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><structfield>datid</></entry>
<entry><type>oid</></entry>
<entry>OID of the database this backend is connected to</entry>
</row>
<row>
<entry><structfield>datname</></entry>
<entry><type>name</></entry>
<entry>Name of the database this backend is connected to</entry>
</row>
<row>
<entry><structfield>pid</></entry>
<entry><type>integer</></entry>
<entry>Process ID of this backend</entry>
</row>
<row>
<entry><structfield>usesysid</></entry>
<entry><type>oid</></entry>
<entry>OID of the user logged into this backend</entry>
</row>
<row>
<entry><structfield>usename</></entry>
<entry><type>name</></entry>
<entry>Name of the user logged into this backend</entry>
</row>
<row>
<entry><structfield>application_name</></entry>
<entry><type>text</></entry>
<entry>Name of the application that is connected
to this backend</entry>
</row>
<row>
<entry><structfield>client_addr</></entry>
<entry><type>inet</></entry>
<entry>IP address of the client connected to this backend.
If this field is null, it indicates either that the client is
connected via a Unix socket on the server machine or that this is an
internal process such as autovacuum.
</entry>
</row>
<row>
<entry><structfield>client_hostname</></entry>
<entry><type>text</></entry>
<entry>Host name of the connected client, as reported by a
reverse DNS lookup of <structfield>client_addr</>. This field will
only be non-null for IP connections, and only when <xref
linkend="guc-log-hostname"> is enabled.
</entry>
</row>
<row>
<entry><structfield>client_port</></entry>
<entry><type>integer</></entry>
<entry>TCP port number that the client is using for communication
with this backend, or <literal>-1</> if a Unix socket is used
</entry>
</row>
<row>
<entry><structfield>backend_start</></entry>
<entry><type>timestamp with time zone</></entry>
<entry>Time when this process was started. For client backends,
this is the time the client connected to the server.
</entry>
</row>
<row>
<entry><structfield>xact_start</></entry>
<entry><type>timestamp with time zone</></entry>
<entry>Time when this process' current transaction was started, or null
if no transaction is active. If the current
query is the first of its transaction, this column is equal to the
<structfield>query_start</> column.
</entry>
</row>
<row>
<entry><structfield>query_start</></entry>
<entry><type>timestamp with time zone</></entry>
<entry>Time when the currently active query was started, or if
<structfield>state</> is not <literal>active</>, when the last query
was started
</entry>
</row>
<row>
<entry><structfield>state_change</></entry>
<entry><type>timestamp with time zone</></entry>
<entry>Time when the <structfield>state</> was last changed</entry>
</row>
<row>
<entry><structfield>wait_event_type</></entry>
<entry><type>text</></entry>
<entry>The type of event for which the backend is waiting, if any;
otherwise NULL. Possible values are:
<itemizedlist>
<listitem>
<para>
<literal>LWLock</>: The backend is waiting for a lightweight lock.
Each such lock protects a particular data structure in shared memory.
<literal>wait_event</> will contain a name identifying the purpose
of the lightweight lock. (Some locks have specific names; others
are part of a group of locks each with a similar purpose.)
</para>
</listitem>
<listitem>
<para>
<literal>Lock</>: The backend is waiting for a heavyweight lock.
Heavyweight locks, also known as lock manager locks or simply locks,
primarily protect SQL-visible objects such as tables. However,
they are also used to ensure mutual exclusion for certain internal
operations such as relation extension. <literal>wait_event</> will
identify the type of lock awaited.
</para>
</listitem>
<listitem>
<para>
<literal>BufferPin</>: The server process is waiting to access to
a data buffer during a period when no other process can be
examining that buffer. Buffer pin waits can be protracted if
another process holds an open cursor which last read data from the
buffer in question.
</para>
</listitem>
<listitem>
<para>
<literal>Activity</>: The server process is idle. This is used by
system processes waiting for activity in their main processing loop.
<literal>wait_event</> will identify the specific wait point.
</para>
</listitem>
<listitem>
<para>
<literal>Extension</>: The server process is waiting for activity
in an extension module. This category is useful for modules to
track custom waiting points.
</para>
</listitem>
<listitem>
<para>
<literal>Client</>: The server process is waiting for some activity
on a socket from user applications, and that the server expects
something to happen that is independent from its internal processes.
<literal>wait_event</> will identify the specific wait point.
</para>
</listitem>
<listitem>
<para>
<literal>IPC</>: The server process is waiting for some activity
from another process in the server. <literal>wait_event</> will
identify the specific wait point.
</para>
</listitem>
<listitem>
<para>
<literal>Timeout</>: The server process is waiting for a timeout
to expire. <literal>wait_event</> will identify the specific wait
point.
</para>
</listitem>
<listitem>
<para>
<literal>IO</>: The server process is waiting for a IO to complete.
<literal>wait_event</> will identify the specific wait point.
</para>
</listitem>
</itemizedlist>
</entry>
</row>
<row>
<entry><structfield>wait_event</></entry>
<entry><type>text</></entry>
<entry>Wait event name if backend is currently waiting, otherwise NULL.
See <xref linkend="wait-event-table"> for details.
</entry>
</row>
<row>
<entry><structfield>state</></entry>
<entry><type>text</></entry>
<entry>Current overall state of this backend.
Possible values are:
<itemizedlist>
<listitem>
<para>
<literal>active</>: The backend is executing a query.
</para>
</listitem>
<listitem>
<para>
<literal>idle</>: The backend is waiting for a new client command.
</para>
</listitem>
<listitem>
<para>
<literal>idle in transaction</>: The backend is in a transaction,
but is not currently executing a query.
</para>
</listitem>
<listitem>
<para>
<literal>idle in transaction (aborted)</>: This state is similar to
<literal>idle in transaction</>, except one of the statements in
the transaction caused an error.
</para>
</listitem>
<listitem>
<para>
<literal>fastpath function call</>: The backend is executing a
fast-path function.
</para>
</listitem>
<listitem>
<para>
<literal>disabled</>: This state is reported if <xref
linkend="guc-track-activities"> is disabled in this backend.
</para>
</listitem>
</itemizedlist>
</entry>
</row>
<row>
<entry><structfield>backend_xid</structfield></entry>
<entry><type>xid</type></entry>
<entry>Top-level transaction identifier of this backend, if any.</entry>
</row>
<row>
<entry><structfield>backend_xmin</structfield></entry>
<entry><type>xid</type></entry>
<entry>The current backend's <literal>xmin</> horizon.</entry>
</row>
<row>
<entry><structfield>query</></entry>
<entry><type>text</></entry>
<entry>Text of this backend's most recent query. If
<structfield>state</> is <literal>active</> this field shows the
currently executing query. In all other states, it shows the last query
that was executed. By default the query text is truncated at 1024
characters; this value can be changed via the parameter
<xref linkend="guc-track-activity-query-size">.
</entry>
</row>
<row>
<entry><structfield>backend_type</structfield></entry>
<entry><type>text</type></entry>
<entry>Type of current backend. Possible types are
<literal>autovacuum launcher</>, <literal>autovacuum worker</>,
<literal>background worker</>, <literal>background writer</>,
<literal>client backend</>, <literal>checkpointer</>,
<literal>startup</>, <literal>walreceiver</>,
<literal>walsender</> and <literal>walwriter</>.
</entry>
</row>
</tbody>
</tgroup>
</table>
<para>
The <structname>pg_stat_activity</structname> view will have one row
per server process, showing information related to
the current activity of that process.
</para>
<note>
<para>
The <structfield>wait_event</> and <structfield>state</> columns are
independent. If a backend is in the <literal>active</> state,
it may or may not be <literal>waiting</> on some event. If the state
is <literal>active</> and <structfield>wait_event</> is non-null, it
means that a query is being executed, but is being blocked somewhere
in the system.
</para>
</note>
<table id="wait-event-table">
<title><structname>wait_event</structname> Description</title>
<tgroup cols="3">
<thead>
<row>
<entry>Wait Event Type</entry>
<entry>Wait Event Name</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry morerows="59"><literal>LWLock</></entry>
<entry><literal>ShmemIndexLock</></entry>
<entry>Waiting to find or allocate space in shared memory.</entry>
</row>
<row>
<entry><literal>OidGenLock</></entry>
<entry>Waiting to allocate or assign an OID.</entry>
</row>
<row>
<entry><literal>XidGenLock</></entry>
<entry>Waiting to allocate or assign a transaction id.</entry>
</row>
<row>
<entry><literal>ProcArrayLock</></entry>
<entry>Waiting to get a snapshot or clearing a transaction id at
transaction end.</entry>
</row>
<row>
<entry><literal>SInvalReadLock</></entry>
<entry>Waiting to retrieve or remove messages from shared invalidation
queue.</entry>
</row>
<row>
<entry><literal>SInvalWriteLock</></entry>
<entry>Waiting to add a message in shared invalidation queue.</entry>
</row>
<row>
<entry><literal>WALBufMappingLock</></entry>
<entry>Waiting to replace a page in WAL buffers.</entry>
</row>
<row>
<entry><literal>WALWriteLock</></entry>
<entry>Waiting for WAL buffers to be written to disk.</entry>
</row>
<row>
<entry><literal>ControlFileLock</></entry>
<entry>Waiting to read or update the control file or creation of a
new WAL file.</entry>
</row>
<row>
<entry><literal>CheckpointLock</></entry>
<entry>Waiting to perform checkpoint.</entry>
</row>
<row>
<entry><literal>CLogControlLock</></entry>
<entry>Waiting to read or update transaction status.</entry>
</row>
<row>
<entry><literal>SubtransControlLock</></entry>
<entry>Waiting to read or update sub-transaction information.</entry>
</row>
<row>
<entry><literal>MultiXactGenLock</></entry>
<entry>Waiting to read or update shared multixact state.</entry>
</row>
<row>
<entry><literal>MultiXactOffsetControlLock</></entry>
<entry>Waiting to read or update multixact offset mappings.</entry>
</row>
<row>
<entry><literal>MultiXactMemberControlLock</></entry>
<entry>Waiting to read or update multixact member mappings.</entry>
</row>
<row>
<entry><literal>RelCacheInitLock</></entry>
<entry>Waiting to read or write relation cache initialization
file.</entry>
</row>
<row>
<entry><literal>CheckpointerCommLock</></entry>
<entry>Waiting to manage fsync requests.</entry>
</row>
<row>
<entry><literal>TwoPhaseStateLock</></entry>
<entry>Waiting to read or update the state of prepared transactions.</entry>
</row>
<row>
<entry><literal>TablespaceCreateLock</></entry>
<entry>Waiting to create or drop the tablespace.</entry>
</row>
<row>
<entry><literal>BtreeVacuumLock</></entry>
<entry>Waiting to read or update vacuum-related information for a
B-tree index.</entry>
</row>
<row>
<entry><literal>AddinShmemInitLock</></entry>
<entry>Waiting to manage space allocation in shared memory.</entry>
</row>
<row>
<entry><literal>AutovacuumLock</></entry>
<entry>Autovacuum worker or launcher waiting to update or
read the current state of autovacuum workers.</entry>
</row>
<row>
<entry><literal>AutovacuumScheduleLock</></entry>
<entry>Waiting to ensure that the table it has selected for a vacuum
still needs vacuuming.
</entry>
</row>
<row>
<entry><literal>SyncScanLock</></entry>
<entry>Waiting to get the start location of a scan on a table for
synchronized scans.</entry>
</row>
<row>
<entry><literal>RelationMappingLock</></entry>
<entry>Waiting to update the relation map file used to store catalog
to filenode mapping.
</entry>
</row>
<row>
<entry><literal>AsyncCtlLock</></entry>
<entry>Waiting to read or update shared notification state.</entry>
</row>
<row>
<entry><literal>AsyncQueueLock</></entry>
<entry>Waiting to read or update notification messages.</entry>
</row>
<row>
<entry><literal>SerializableXactHashLock</></entry>
<entry>Waiting to retrieve or store information about serializable
transactions.</entry>
</row>
<row>
<entry><literal>SerializableFinishedListLock</></entry>
<entry>Waiting to access the list of finished serializable
transactions.</entry>
</row>
<row>
<entry><literal>SerializablePredicateLockListLock</></entry>
<entry>Waiting to perform an operation on a list of locks held by
serializable transactions.</entry>
</row>
<row>
<entry><literal>OldSerXidLock</></entry>
<entry>Waiting to read or record conflicting serializable
transactions.</entry>
</row>
<row>
<entry><literal>SyncRepLock</></entry>
<entry>Waiting to read or update information about synchronous
replicas.</entry>
</row>
<row>
<entry><literal>BackgroundWorkerLock</></entry>
<entry>Waiting to read or update background worker state.</entry>
</row>
<row>
<entry><literal>DynamicSharedMemoryControlLock</></entry>
<entry>Waiting to read or update dynamic shared memory state.</entry>
</row>
<row>
<entry><literal>AutoFileLock</></entry>
<entry>Waiting to update the <filename>postgresql.auto.conf</> file.</entry>
</row>
<row>
<entry><literal>ReplicationSlotAllocationLock</></entry>
<entry>Waiting to allocate or free a replication slot.</entry>
</row>
<row>
<entry><literal>ReplicationSlotControlLock</></entry>
<entry>Waiting to read or update replication slot state.</entry>
</row>
<row>
<entry><literal>CommitTsControlLock</></entry>
<entry>Waiting to read or update transaction commit timestamps.</entry>
</row>
<row>
<entry><literal>CommitTsLock</></entry>
<entry>Waiting to read or update the last value set for the
transaction timestamp.</entry>
</row>
<row>
<entry><literal>ReplicationOriginLock</></entry>
<entry>Waiting to setup, drop or use replication origin.</entry>
</row>
<row>
<entry><literal>MultiXactTruncationLock</></entry>
<entry>Waiting to read or truncate multixact information.</entry>
</row>
<row>
<entry><literal>OldSnapshotTimeMapLock</></entry>
<entry>Waiting to read or update old snapshot control information.</entry>
</row>
<row>
<entry><literal>CLogTruncationLock</></entry>
<entry>Waiting to truncate the write-ahead log or waiting for write-ahead log truncation to finish.</entry>
</row>
<row>
<entry><literal>clog</></entry>
<entry>Waiting for I/O on a clog (transaction status) buffer.</entry>
</row>
<row>
<entry><literal>commit_timestamp</></entry>
<entry>Waiting for I/O on commit timestamp buffer.</entry>
</row>
<row>
<entry><literal>subtrans</></entry>
<entry>Waiting for I/O a subtransaction buffer.</entry>
</row>
<row>
<entry><literal>multixact_offset</></entry>
<entry>Waiting for I/O on a multixact offset buffer.</entry>
</row>
<row>
<entry><literal>multixact_member</></entry>
<entry>Waiting for I/O on a multixact_member buffer.</entry>
</row>
<row>
<entry><literal>async</></entry>
<entry>Waiting for I/O on an async (notify) buffer.</entry>
</row>
<row>
<entry><literal>oldserxid</></entry>
<entry>Waiting to I/O on an oldserxid buffer.</entry>
</row>
<row>
<entry><literal>wal_insert</></entry>
<entry>Waiting to insert WAL into a memory buffer.</entry>
</row>
<row>
<entry><literal>buffer_content</></entry>
<entry>Waiting to read or write a data page in memory.</entry>
</row>
<row>
<entry><literal>buffer_io</></entry>
<entry>Waiting for I/O on a data page.</entry>
</row>
<row>
<entry><literal>replication_origin</></entry>
<entry>Waiting to read or update the replication progress.</entry>
</row>
<row>
<entry><literal>replication_slot_io</></entry>
<entry>Waiting for I/O on a replication slot.</entry>
</row>
<row>
<entry><literal>proc</></entry>
<entry>Waiting to read or update the fast-path lock information.</entry>
</row>
<row>
<entry><literal>buffer_mapping</></entry>
<entry>Waiting to associate a data block with a buffer in the buffer
pool.</entry>
</row>
<row>
<entry><literal>lock_manager</></entry>
<entry>Waiting to add or examine locks for backends, or waiting to
join or exit a locking group (used by parallel query).</entry>
</row>
<row>
<entry><literal>predicate_lock_manager</></entry>
<entry>Waiting to add or examine predicate lock information.</entry>
</row>
<row>
<entry><literal>parallel_query_dsa</></entry>
<entry>Waiting for parallel query dynamic shared memory allocation lock.</entry>
</row>
<row>
<entry><literal>tbm</></entry>
<entry>Waiting for TBM shared iterator lock.</entry>
</row>
<row>
<entry morerows="9"><literal>Lock</></entry>
<entry><literal>relation</></entry>
<entry>Waiting to acquire a lock on a relation.</entry>
</row>
<row>
<entry><literal>extend</></entry>
<entry>Waiting to extend a relation.</entry>
</row>
<row>
<entry><literal>page</></entry>
<entry>Waiting to acquire a lock on page of a relation.</entry>
</row>
<row>
<entry><literal>tuple</></entry>
<entry>Waiting to acquire a lock on a tuple.</entry>
</row>
<row>
<entry><literal>transactionid</></entry>
<entry>Waiting for a transaction to finish.</entry>
</row>
<row>
<entry><literal>virtualxid</></entry>
<entry>Waiting to acquire a virtual xid lock.</entry>
</row>
<row>
<entry><literal>speculative token</></entry>
<entry>Waiting to acquire a speculative insertion lock.</entry>
</row>
<row>
<entry><literal>object</></entry>
<entry>Waiting to acquire a lock on a non-relation database object.</entry>
</row>
<row>
<entry><literal>userlock</></entry>
<entry>Waiting to acquire a userlock.</entry>
</row>
<row>
<entry><literal>advisory</></entry>
<entry>Waiting to acquire an advisory user lock.</entry>
</row>
<row>
<entry><literal>BufferPin</></entry>
<entry><literal>BufferPin</></entry>
<entry>Waiting to acquire a pin on a buffer.</entry>
</row>
<row>
<entry morerows="11"><literal>Activity</></entry>
<entry><literal>ArchiverMain</></entry>
<entry>Waiting in main loop of the archiver process.</entry>
</row>
<row>
<entry><literal>AutoVacuumMain</></entry>
<entry>Waiting in main loop of autovacuum launcher process.</entry>
</row>
<row>
<entry><literal>BgWriterHibernate</></entry>
<entry>Waiting in background writer process, hibernating.</entry>
</row>
<row>
<entry><literal>BgWriterMain</></entry>
<entry>Waiting in main loop of background writer process background worker.</entry>
</row>
<row>
<entry><literal>CheckpointerMain</></entry>
<entry>Waiting in main loop of checkpointer process.</entry>
</row>
<row>
<entry><literal>PgStatMain</></entry>
<entry>Waiting in main loop of the statistics collector process.</entry>
</row>
<row>
<entry><literal>RecoveryWalAll</></entry>
<entry>Waiting for WAL from any kind of source (local, archive or stream) at recovery.</entry>
</row>
<row>
<entry><literal>RecoveryWalStream</></entry>
<entry>Waiting for WAL from a stream at recovery.</entry>
</row>
<row>
<entry><literal>SysLoggerMain</></entry>
<entry>Waiting in main loop of syslogger process.</entry>
</row>
<row>
<entry><literal>WalReceiverMain</></entry>
<entry>Waiting in main loop of WAL receiver process.</entry>
</row>
<row>
<entry><literal>WalSenderMain</></entry>
<entry>Waiting in main loop of WAL sender process.</entry>
</row>
<row>
<entry><literal>WalWriterMain</></entry>
<entry>Waiting in main loop of WAL writer process.</entry>
</row>
<row>
<entry morerows="5"><literal>Client</></entry>
<entry><literal>ClientRead</></entry>
<entry>Waiting to read data from the client.</entry>
</row>
<row>
<entry><literal>ClientWrite</></entry>
<entry>Waiting to write data from the client.</entry>
</row>
<row>
<entry><literal>SSLOpenServer</></entry>
<entry>Waiting for SSL while attempting connection.</entry>
</row>
<row>
<entry><literal>WalReceiverWaitStart</></entry>
<entry>Waiting for startup process to send initial data for streaming replication.</entry>
</row>
<row>
<entry><literal>WalSenderWaitForWAL</></entry>
<entry>Waiting for WAL to be flushed in WAL sender process.</entry>
</row>
<row>
<entry><literal>WalSenderWriteData</></entry>
<entry>Waiting for any activity when processing replies from WAL receiver in WAL sender process.</entry>
</row>
<row>
<entry><literal>Extension</></entry>
<entry><literal>Extension</></entry>
<entry>Waiting in an extension.</entry>
</row>
<row>
<entry morerows="12"><literal>IPC</></entry>
<entry><literal>BgWorkerShutdown</></entry>
<entry>Waiting for background worker to shut down.</entry>
</row>
<row>
<entry><literal>BgWorkerStartup</></entry>
<entry>Waiting for background worker to start up.</entry>
</row>
<row>
<entry><literal>BtreePage</></entry>
<entry>Waiting for the page number needed to continue a parallel btree scan to become available.</entry>
</row>
<row>
<entry><literal>ExecuteGather</></entry>
<entry>Waiting for activity from child process when executing <literal>Gather</> node.</entry>
</row>
<row>
<entry><literal>MessageQueueInternal</></entry>
<entry>Waiting for other process to be attached in shared message queue.</entry>
</row>
<row>
<entry><literal>MessageQueuePutMessage</></entry>
<entry>Waiting to write a protocol message to a shared message queue.</entry>
</row>
<row>
<entry><literal>MessageQueueReceive</></entry>
<entry>Waiting to receive bytes from a shared message queue.</entry>
</row>
<row>
<entry><literal>MessageQueueSend</></entry>
<entry>Waiting to send bytes to a shared message queue.</entry>
</row>
<row>
<entry><literal>ParallelFinish</></entry>
<entry>Waiting for parallel workers to finish computing.</entry>
</row>
<row>
<entry><literal>ParallelBitmapPopulate</></entry>
<entry>Waiting for the leader to populate the TidBitmap.</entry>
</row>
<row>
<entry><literal>ProcArrayGroupUpdate</></entry>
<entry>Waiting for group leader to clear transaction id at transaction end.</entry>
</row>
<row>
<entry><literal>SafeSnapshot</></entry>
<entry>Waiting for a snapshot for a <literal>READ ONLY DEFERRABLE</> transaction.</entry>
</row>
<row>
<entry><literal>SyncRep</></entry>
<entry>Waiting for confirmation from remote server during synchronous replication.</entry>
</row>
<row>
<entry morerows="2"><literal>Timeout</></entry>
<entry><literal>BaseBackupThrottle</></entry>
<entry>Waiting during base backup when throttling activity.</entry>
</row>
<row>
<entry><literal>PgSleep</></entry>
<entry>Waiting in process that called <function>pg_sleep</>.</entry>
</row>
<row>
<entry><literal>RecoveryApplyDelay</></entry>
<entry>Waiting to apply WAL at recovery because it is delayed.</entry>
</row>
<row>
<entry morerows="65"><literal>IO</></entry>
<entry><literal>BufFileRead</></entry>
<entry>Waiting for a read from a buffered file.</entry>
</row>
<row>
<entry><literal>BufFileWrite</></entry>
<entry>Waiting for a write to a buffered file.</entry>
</row>
<row>
<entry><literal>ControlFileRead</></entry>
<entry>Waiting for a read from the control file.</entry>
</row>
<row>
<entry><literal>ControlFileSync</></entry>
<entry>Waiting for the control file to reach stable storage.</entry>
</row>
<row>
<entry><literal>ControlFileSyncUpdate</></entry>
<entry>Waiting for an update to the control file to reach stable storage.</entry>
</row>
<row>
<entry><literal>ControlFileWrite</></entry>
<entry>Waiting for a write to the control file.</entry>
</row>
<row>
<entry><literal>ControlFileWriteUpdate</></entry>
<entry>Waiting for a write to update the control file.</entry>
</row>
<row>
<entry><literal>CopyFileRead</></entry>
<entry>Waiting for a read during a file copy operation.</entry>
</row>
<row>
<entry><literal>CopyFileWrite</></entry>
<entry>Waiting for a write during a file copy operation.</entry>
</row>
<row>
<entry><literal>DataFileExtend</></entry>
<entry>Waiting for a relation data file to be extended.</entry>
</row>
<row>
<entry><literal>DataFileFlush</></entry>
<entry>Waiting for a relation data file to reach stable storage.</entry>
</row>
<row>
<entry><literal>DataFileImmediateSync</></entry>
<entry>Waiting for an immediate synchronization of a relation data file to stable storage.</entry>
</row>
<row>
<entry><literal>DataFilePrefetch</></entry>
<entry>Waiting for an asynchronous prefetch from a relation data file.</entry>
</row>
<row>
<entry><literal>DataFileRead</></entry>
<entry>Waiting for a read from a relation data file.</entry>
</row>
<row>
<entry><literal>DataFileSync</></entry>
<entry>Waiting for changes to a relation data file to reach stable storage.</entry>
</row>
<row>
<entry><literal>DataFileTruncate</></entry>
<entry>Waiting for a relation data file to be truncated.</entry>
</row>
<row>
<entry><literal>DataFileWrite</></entry>
<entry>Waiting for a write to a relation data file.</entry>
</row>
<row>
<entry><literal>DSMFillZeroWrite</></entry>
<entry>Waiting to write zero bytes to a dynamic shared memory backing file.</entry>
</row>
<row>
<entry><literal>LockFileAddToDataDirRead</></entry>
<entry>Waiting for a read while adding a line to the data directory lock file.</entry>
</row>
<row>
<entry><literal>LockFileAddToDataDirSync</></entry>
<entry>Waiting for data to reach stable storage while adding a line to the data directory lock file.</entry>
</row>
<row>
<entry><literal>LockFileAddToDataDirWrite</></entry>
<entry>Waiting for a write while adding a line to the data directory lock file.</entry>
</row>
<row>
<entry><literal>LockFileCreateRead</></entry>
<entry>Waiting to read while creating the data directory lock file.</entry>
</row>
<row>
<entry><literal>LockFileCreateSync</></entry>
<entry>Waiting for data to reach stable storage while creating the data directory lock file.</entry>
</row>
<row>
<entry><literal>LockFileCreateWrite</></entry>
<entry>Waiting for a write while creating the data directory lock file.</entry>
</row>
<row>
<entry><literal>LockFileReCheckDataDirRead</></entry>
<entry>Waiting for a read during recheck of the data directory lock file.</entry>
</row>
<row>
<entry><literal>LogicalRewriteCheckpointSync</></entry>
<entry>Waiting for logical rewrite mappings to reach stable storage during a checkpoint.</entry>
</row>
<row>
<entry><literal>LogicalRewriteMappingSync</></entry>
<entry>Waiting for mapping data to reach stable storage during a logical rewrite.</entry>
</row>
<row>
<entry><literal>LogicalRewriteMappingWrite</></entry>
<entry>Waiting for a write of mapping data during a logical rewrite.</entry>
</row>
<row>
<entry><literal>LogicalRewriteSync</></entry>
<entry>Waiting for logical rewrite mappings to reach stable storage.</entry>
</row>
<row>
<entry><literal>LogicalRewriteWrite</></entry>
<entry>Waiting for a write of logical rewrite mappings.</entry>
</row>
<row>
<entry><literal>RelationMapRead</></entry>
<entry>Waiting for a read of the relation map file.</entry>
</row>
<row>
<entry><literal>RelationMapSync</></entry>
<entry>Waiting for the relation map file to reach stable storage.</entry>
</row>
<row>
<entry><literal>RelationMapWrite</></entry>
<entry>Waiting for a write to the relation map file.</entry>
</row>
<row>
<entry><literal>ReorderBufferRead</></entry>
<entry>Waiting for a read during reorder buffer management.</entry>
</row>
<row>
<entry><literal>ReorderBufferWrite</></entry>
<entry>Waiting for a write during reorder buffer management.</entry>
</row>
<row>
<entry><literal>ReorderLogicalMappingRead</></entry>
<entry>Waiting for a read of a logical mapping during reorder buffer management.</entry>
</row>
<row>
<entry><literal>ReplicationSlotRead</></entry>
<entry>Waiting for a read from a replication slot control file.</entry>
</row>
<row>
<entry><literal>ReplicationSlotRestoreSync</></entry>
<entry>Waiting for a replication slot control file to reach stable storage while restoring it to memory.</entry>
</row>
<row>
<entry><literal>ReplicationSlotSync</></entry>
<entry>Waiting for a replication slot control file to reach stable storage.</entry>
</row>
<row>
<entry><literal>ReplicationSlotWrite</></entry>
<entry>Waiting for a write to a replication slot control file.</entry>
</row>
<row>
<entry><literal>SLRUFlushSync</></entry>
<entry>Waiting for SLRU data to reach stable storage during a checkpoint or database shutdown.</entry>
</row>
<row>
<entry><literal>SLRURead</></entry>
<entry>Waiting for a read of an SLRU page.</entry>
</row>
<row>
<entry><literal>SLRUSync</></entry>
<entry>Waiting for SLRU data to reach stable storage following a page write.</entry>
</row>
<row>
<entry><literal>SLRUWrite</></entry>
<entry>Waiting for a write of an SLRU page.</entry>
</row>
<row>
<entry><literal>SnapbuildRead</></entry>
<entry>Waiting for a read of a serialized historical catalog snapshot.</entry>
</row>
<row>
<entry><literal>SnapbuildSync</></entry>
<entry>Waiting for a serialized historical catalog snapshot to reach stable storage.</entry>
</row>
<row>
<entry><literal>SnapbuildWrite</></entry>
<entry>Waiting for a write of a serialized historical catalog snapshot.</entry>
</row>
<row>
<entry><literal>TimelineHistoryFileSync</></entry>
<entry>Waiting for a timeline history file received via streaming replication to reach stable storage.</entry>
</row>
<row>
<entry><literal>TimelineHistoryFileWrite</></entry>
<entry>Waiting for a write of a timeline history file received via streaming replication.</entry>
</row>
<row>
<entry><literal>TimelineHistoryRead</></entry>
<entry>Waiting for a read of a timeline history file.</entry>
</row>
<row>
<entry><literal>TimelineHistorySync</></entry>
<entry>Waiting for a newly created timeline history file to reach stable storage.</entry>
</row>
<row>
<entry><literal>TimelineHistoryWrite</></entry>
<entry>Waiting for a write of a newly created timeline history file.</entry>
</row>
<row>
<entry><literal>TwophaseFileRead</></entry>
<entry>Waiting for a read of a two phase state file.</entry>
</row>
<row>
<entry><literal>TwophaseFileSync</></entry>
<entry>Waiting for a two phase state file to reach stable storage.</entry>
</row>
<row>
<entry><literal>TwophaseFileWrite</></entry>
<entry>Waiting for a write of a two phase state file.</entry>
</row>
<row>
<entry><literal>WALBootstrapSync</></entry>
<entry>Waiting for WAL to reach stable storage during bootstrapping.</entry>
</row>
<row>
<entry><literal>WALBootstrapWrite</></entry>
<entry>Waiting for a write of a WAL page during bootstrapping.</entry>
</row>
<row>
<entry><literal>WALCopyRead</></entry>
<entry>Waiting for a read when creating a new WAL segment by copying an existing one.</entry>
</row>
<row>
<entry><literal>WALCopySync</></entry>
<entry>Waiting a new WAL segment created by copying an existing one to reach stable storage.</entry>
</row>
<row>
<entry><literal>WALCopyWrite</></entry>
<entry>Waiting for a write when creating a new WAL segment by copying an existing one.</entry>
</row>
<row>
<entry><literal>WALInitSync</></entry>
<entry>Waiting for a newly initialized WAL file to reach stable storage.</entry>
</row>
<row>
<entry><literal>WALInitWrite</></entry>
<entry>Waiting for a write while initializing a new WAL file.</entry>
</row>
<row>
<entry><literal>WALRead</></entry>
<entry>Waiting for a read from a WAL file.</entry>
</row>
<row>
<entry><literal>WALSenderTimelineHistoryRead</></entry>
<entry>Waiting for a read from a timeline history file during walsender timeline command.</entry>
</row>
<row>
<entry><literal>WALSyncMethodAssign</></entry>
<entry>Waiting for data to reach stable storage while assigning WAL sync method.</entry>
</row>
<row>
<entry><literal>WALWrite</></entry>
<entry>Waiting for a write to a WAL file.</entry>
</row>
</tbody>
</tgroup>
</table>
<note>
<para>
For tranches registered by extensions, the name is specified by extension
and this will be displayed as <structfield>wait_event</>. It is quite
possible that user has registered the tranche in one of the backends (by
having allocation in dynamic shared memory) in which case other backends
won't have that information, so we display <literal>extension</> for such
cases.
</para>
</note>
<para>
Here is an example of how wait events can be viewed
<programlisting>
SELECT pid, wait_event_type, wait_event FROM pg_stat_activity WHERE wait_event is NOT NULL;
pid | wait_event_type | wait_event
------+-----------------+---------------
2540 | Lock | relation
6644 | LWLock | ProcArrayLock
(2 rows)
</programlisting>
</para>
<table id="pg-stat-replication-view" xreflabel="pg_stat_replication">
<title><structname>pg_stat_replication</structname> View</title>
<tgroup cols="3">
<thead>
<row>
<entry>Column</entry>
<entry>Type</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><structfield>pid</></entry>
<entry><type>integer</></entry>
<entry>Process ID of a WAL sender process</entry>
</row>
<row>
<entry><structfield>usesysid</></entry>
<entry><type>oid</></entry>
<entry>OID of the user logged into this WAL sender process</entry>
</row>
<row>
<entry><structfield>usename</></entry>
<entry><type>name</></entry>
<entry>Name of the user logged into this WAL sender process</entry>
</row>
<row>
<entry><structfield>application_name</></entry>
<entry><type>text</></entry>
<entry>Name of the application that is connected
to this WAL sender</entry>
</row>
<row>
<entry><structfield>client_addr</></entry>
<entry><type>inet</></entry>
<entry>IP address of the client connected to this WAL sender.
If this field is null, it indicates that the client is
connected via a Unix socket on the server machine.
</entry>
</row>
<row>
<entry><structfield>client_hostname</></entry>
<entry><type>text</></entry>
<entry>Host name of the connected client, as reported by a
reverse DNS lookup of <structfield>client_addr</>. This field will
only be non-null for IP connections, and only when <xref
linkend="guc-log-hostname"> is enabled.
</entry>
</row>
<row>
<entry><structfield>client_port</></entry>
<entry><type>integer</></entry>
<entry>TCP port number that the client is using for communication
with this WAL sender, or <literal>-1</> if a Unix socket is used
</entry>
</row>
<row>
<entry><structfield>backend_start</></entry>
<entry><type>timestamp with time zone</></entry>
<entry>Time when this process was started, i.e., when the
client connected to this WAL sender
</entry>
</row>
<row>
<entry><structfield>backend_xmin</structfield></entry>
<entry><type>xid</type></entry>
<entry>This standby's <literal>xmin</> horizon reported
by <xref linkend="guc-hot-standby-feedback">.</entry>
</row>
<row>
<entry><structfield>state</></entry>
<entry><type>text</></entry>
<entry>Current WAL sender state.
Possible values are:
<itemizedlist>
<listitem>
<para>
<literal>startup</>: This WAL sender is starting up.
</para>
</listitem>
<listitem>
<para>
<literal>catchup</>: This WAL sender's connected standby is
catching up with the primary.
</para>
</listitem>
<listitem>
<para>
<literal>streaming</>: This WAL sender is streaming changes
after its connected standby server has caught up with the primary.
</para>
</listitem>
<listitem>
<para>
<literal>backup</>: This WAL sender is sending a backup.
</para>
</listitem>
<listitem>
<para>
<literal>stopping</>: This WAL sender is stopping.
</para>
</listitem>
</itemizedlist>
</entry>
</row>
<row>
<entry><structfield>sent_lsn</></entry>
<entry><type>pg_lsn</></entry>
<entry>Last write-ahead log location sent on this connection</entry>
</row>
<row>
<entry><structfield>write_lsn</></entry>
<entry><type>pg_lsn</></entry>
<entry>Last write-ahead log location written to disk by this standby
server</entry>
</row>
<row>
<entry><structfield>flush_lsn</></entry>
<entry><type>pg_lsn</></entry>
<entry>Last write-ahead log location flushed to disk by this standby
server</entry>
</row>
<row>
<entry><structfield>replay_lsn</></entry>
<entry><type>pg_lsn</></entry>
<entry>Last write-ahead log location replayed into the database on this
standby server</entry>
</row>
<row>
<entry><structfield>write_lag</></entry>
<entry><type>interval</></entry>
<entry>Time elapsed between flushing recent WAL locally and receiving
notification that this standby server has written it (but not yet
flushed it or applied it). This can be used to gauge the delay that
<literal>synchronous_commit</literal> level
<literal>remote_write</literal> incurred while committing if this
server was configured as a synchronous standby.</entry>
</row>
<row>
<entry><structfield>flush_lag</></entry>
<entry><type>interval</></entry>
<entry>Time elapsed between flushing recent WAL locally and receiving
notification that this standby server has written and flushed it
(but not yet applied it). This can be used to gauge the delay that
<literal>synchronous_commit</literal> level
<literal>remote_flush</literal> incurred while committing if this
server was configured as a synchronous standby.</entry>
</row>
<row>
<entry><structfield>replay_lag</></entry>
<entry><type>interval</></entry>
<entry>Time elapsed between flushing recent WAL locally and receiving
notification that this standby server has written, flushed and
applied it. This can be used to gauge the delay that
<literal>synchronous_commit</literal> level
<literal>remote_apply</literal> incurred while committing if this
server was configured as a synchronous standby.</entry>
</row>
<row>
<entry><structfield>sync_priority</></entry>
<entry><type>integer</></entry>
<entry>Priority of this standby server for being chosen as the
synchronous standby in a priority-based synchronous replication.
This has no effect in a quorum-based synchronous replication.</entry>
</row>
<row>
<entry><structfield>sync_state</></entry>
<entry><type>text</></entry>
<entry>Synchronous state of this standby server.
Possible values are:
<itemizedlist>
<listitem>
<para>
<literal>async</>: This standby server is asynchronous.
</para>
</listitem>
<listitem>
<para>
<literal>potential</>: This standby server is now asynchronous,
but can potentially become synchronous if one of current
synchronous ones fails.
</para>
</listitem>
<listitem>
<para>
<literal>sync</>: This standby server is synchronous.
</para>
</listitem>
<listitem>
<para>
<literal>quorum</>: This standby server is considered as a candidate
for quorum standbys.
</para>
</listitem>
</itemizedlist>
</entry>
</row>
</tbody>
</tgroup>
</table>
<para>
The <structname>pg_stat_replication</structname> view will contain one row
per WAL sender process, showing statistics about replication to that
sender's connected standby server. Only directly connected standbys are
listed; no information is available about downstream standby servers.
</para>
<para>
The lag times reported in the <structname>pg_stat_replication</structname>
view are measurements of the time taken for recent WAL to be written,
flushed and replayed and for the sender to know about it. These times
represent the commit delay that was (or would have been) introduced by each
synchronous commit level, if the remote server was configured as a
synchronous standby. For an asynchronous standby, the
<structfield>replay_lag</structfield> column approximates the delay
before recent transactions became visible to queries. If the standby
server has entirely caught up with the sending server and there is no more
WAL activity, the most recently measured lag times will continue to be
displayed for a short time and then show NULL.
</para>
<para>
Lag times work automatically for physical replication. Logical decoding
plugins may optionally emit tracking messages; if they do not, the tracking
mechanism will simply display NULL lag.
</para>
<note>
<para>
The reported lag times are not predictions of how long it will take for
the standby to catch up with the sending server assuming the current
rate of replay. Such a system would show similar times while new WAL is
being generated, but would differ when the sender becomes idle. In
particular, when the standby has caught up completely,
<structname>pg_stat_replication</structname> shows the time taken to
write, flush and replay the most recent reported WAL location rather than
zero as some users might expect. This is consistent with the goal of
measuring synchronous commit and transaction visibility delays for
recent write transactions.
To reduce confusion for users expecting a different model of lag, the
lag columns revert to NULL after a short time on a fully replayed idle
system. Monitoring systems should choose whether to represent this
as missing data, zero or continue to display the last known value.
</para>
</note>
<table id="pg-stat-wal-receiver-view" xreflabel="pg_stat_wal_receiver">
<title><structname>pg_stat_wal_receiver</structname> View</title>
<tgroup cols="3">
<thead>
<row>
<entry>Column</entry>
<entry>Type</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><structfield>pid</></entry>
<entry><type>integer</></entry>
<entry>Process ID of the WAL receiver process</entry>
</row>
<row>
<entry><structfield>status</></entry>
<entry><type>text</></entry>
<entry>Activity status of the WAL receiver process</entry>
</row>
<row>
<entry><structfield>receive_start_lsn</></entry>
<entry><type>pg_lsn</></entry>
<entry>First write-ahead log location used when WAL receiver is
started</entry>
</row>
<row>
<entry><structfield>receive_start_tli</></entry>
<entry><type>integer</></entry>
<entry>First timeline number used when WAL receiver is started</entry>
</row>
<row>
<entry><structfield>received_lsn</></entry>
<entry><type>pg_lsn</></entry>
<entry>Last write-ahead log location already received and flushed to
disk, the initial value of this field being the first log location used
when WAL receiver is started</entry>
</row>
<row>
<entry><structfield>received_tli</></entry>
<entry><type>integer</></entry>
<entry>Timeline number of last write-ahead log location received and
flushed to disk, the initial value of this field being the timeline
number of the first log location used when WAL receiver is started
</entry>
</row>
<row>
<entry><structfield>last_msg_send_time</></entry>
<entry><type>timestamp with time zone</></entry>
<entry>Send time of last message received from origin WAL sender</entry>
</row>
<row>
<entry><structfield>last_msg_receipt_time</></entry>
<entry><type>timestamp with time zone</></entry>
<entry>Receipt time of last message received from origin WAL sender</entry>
</row>
<row>
<entry><structfield>latest_end_lsn</></entry>
<entry><type>pg_lsn</></entry>
<entry>Last write-ahead log location reported to origin WAL sender</entry>
</row>
<row>
<entry><structfield>latest_end_time</></entry>
<entry><type>timestamp with time zone</></entry>
<entry>Time of last write-ahead log location reported to origin WAL sender</entry>
</row>
<row>
<entry><structfield>slot_name</></entry>
<entry><type>text</></entry>
<entry>Replication slot name used by this WAL receiver</entry>
</row>
<row>
<entry><structfield>conninfo</></entry>
<entry><type>text</></entry>
<entry>
Connection string used by this WAL receiver,
with security-sensitive fields obfuscated.
</entry>
</row>
</tbody>
</tgroup>
</table>
<para>
The <structname>pg_stat_wal_receiver</structname> view will contain only
one row, showing statistics about the WAL receiver from that receiver's
connected server.
</para>
<table id="pg-stat-subscription" xreflabel="pg_stat_subscription">
<title><structname>pg_stat_subscription</structname> View</title>
<tgroup cols="3">
<thead>
<row>
<entry>Column</entry>
<entry>Type</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><structfield>subid</></entry>
<entry><type>oid</></entry>
<entry>OID of the subscription</entry>
</row>
<row>
<entry><structfield>subname</></entry>
<entry><type>text</></entry>
<entry>Name of the subscription</entry>
</row>
<row>
<entry><structfield>pid</></entry>
<entry><type>integer</></entry>
<entry>Process ID of the subscription worker process</entry>
</row>
<row>
<entry><structfield>relid</></entry>
<entry><type>Oid</></entry>
<entry>OID of the relation that the worker is synchronizing; null for the
main apply worker</entry>
</row>
<row>
<entry><structfield>received_lsn</></entry>
<entry><type>pg_lsn</></entry>
<entry>Last write-ahead log location received, the initial value of
this field being 0</entry>
</row>
<row>
<entry><structfield>last_msg_send_time</></entry>
<entry><type>timestamp with time zone</></entry>
<entry>Send time of last message received from origin WAL sender</entry>
</row>
<row>
<entry><structfield>last_msg_receipt_time</></entry>
<entry><type>timestamp with time zone</></entry>
<entry>Receipt time of last message received from origin WAL sender
</entry>
</row>
<row>
<entry><structfield>latest_end_lsn</></entry>
<entry><type>pg_lsn</></entry>
<entry>Last write-ahead log location reported to origin WAL sender
</entry>
</row>
<row>
<entry><structfield>latest_end_time</></entry>
<entry><type>timestamp with time zone</></entry>
<entry>Time of last write-ahead log location reported to origin WAL
sender</entry>
</row>
</tbody>
</tgroup>
</table>
<para>
The <structname>pg_stat_subscription</structname> view will contain one
row per subscription for main worker (with null PID if the worker is
not running), and additional rows for workers handling the initial data
copy of the subscribed tables.
</para>
<table id="pg-stat-ssl-view" xreflabel="pg_stat_ssl">
<title><structname>pg_stat_ssl</structname> View</title>
<tgroup cols="3">
<thead>
<row>
<entry>Column</entry>
<entry>Type</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><structfield>pid</></entry>
<entry><type>integer</></entry>
<entry>Process ID of a backend or WAL sender process</entry>
</row>
<row>
<entry><structfield>ssl</></entry>
<entry><type>boolean</></entry>
<entry>True if SSL is used on this connection</entry>
</row>
<row>
<entry><structfield>version</></entry>
<entry><type>text</></entry>
<entry>Version of SSL in use, or NULL if SSL is not in use
on this connection</entry>
</row>
<row>
<entry><structfield>cipher</></entry>
<entry><type>text</></entry>
<entry>Name of SSL cipher in use, or NULL if SSL is not in use
on this connection</entry>
</row>
<row>
<entry><structfield>bits</></entry>
<entry><type>integer</></entry>
<entry>Number of bits in the encryption algorithm used, or NULL
if SSL is not used on this connection</entry>
</row>
<row>
<entry><structfield>compression</></entry>
<entry><type>boolean</></entry>
<entry>True if SSL compression is in use, false if not,
or NULL if SSL is not in use on this connection</entry>
</row>
<row>
<entry><structfield>clientdn</></entry>
<entry><type>text</></entry>
<entry>Distinguished Name (DN) field from the client certificate
used, or NULL if no client certificate was supplied or if SSL
is not in use on this connection. This field is truncated if the
DN field is longer than <symbol>NAMEDATALEN</symbol> (64 characters
in a standard build)
</entry>
</row>
</tbody>
</tgroup>
</table>
<para>
The <structname>pg_stat_ssl</structname> view will contain one row per
backend or WAL sender process, showing statistics about SSL usage on
this connection. It can be joined to <structname>pg_stat_activity</structname>
or <structname>pg_stat_replication</structname> on the
<structfield>pid</structfield> column to get more details about the
connection.
</para>
<table id="pg-stat-archiver-view" xreflabel="pg_stat_archiver">
<title><structname>pg_stat_archiver</structname> View</title>
<tgroup cols="3">
<thead>
<row>
<entry>Column</entry>
<entry>Type</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><structfield>archived_count</></entry>
<entry><type>bigint</type></entry>
<entry>Number of WAL files that have been successfully archived</entry>
</row>
<row>
<entry><structfield>last_archived_wal</></entry>
<entry><type>text</type></entry>
<entry>Name of the last WAL file successfully archived</entry>
</row>
<row>
<entry><structfield>last_archived_time</></entry>
<entry><type>timestamp with time zone</type></entry>
<entry>Time of the last successful archive operation</entry>
</row>
<row>
<entry><structfield>failed_count</></entry>
<entry><type>bigint</type></entry>
<entry>Number of failed attempts for archiving WAL files</entry>
</row>
<row>
<entry><structfield>last_failed_wal</></entry>
<entry><type>text</type></entry>
<entry>Name of the WAL file of the last failed archival operation</entry>
</row>
<row>
<entry><structfield>last_failed_time</></entry>
<entry><type>timestamp with time zone</type></entry>
<entry>Time of the last failed archival operation</entry>
</row>
<row>
<entry><structfield>stats_reset</></entry>
<entry><type>timestamp with time zone</type></entry>
<entry>Time at which these statistics were last reset</entry>
</row>
</tbody>
</tgroup>
</table>
<para>
The <structname>pg_stat_archiver</structname> view will always have a
single row, containing data about the archiver process of the cluster.
</para>
<table id="pg-stat-bgwriter-view" xreflabel="pg_stat_bgwriter">
<title><structname>pg_stat_bgwriter</structname> View</title>
<tgroup cols="3">
<thead>
<row>
<entry>Column</entry>
<entry>Type</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><structfield>checkpoints_timed</></entry>
<entry><type>bigint</type></entry>
<entry>Number of scheduled checkpoints that have been performed</entry>
</row>
<row>
<entry><structfield>checkpoints_req</></entry>
<entry><type>bigint</type></entry>
<entry>Number of requested checkpoints that have been performed</entry>
</row>
<row>
<entry><structfield>checkpoint_write_time</></entry>
<entry><type>double precision</type></entry>
<entry>
Total amount of time that has been spent in the portion of
checkpoint processing where files are written to disk, in milliseconds
</entry>
</row>
<row>
<entry><structfield>checkpoint_sync_time</></entry>
<entry><type>double precision</type></entry>
<entry>
Total amount of time that has been spent in the portion of
checkpoint processing where files are synchronized to disk, in
milliseconds
</entry>
</row>
<row>
<entry><structfield>buffers_checkpoint</></entry>
<entry><type>bigint</type></entry>
<entry>Number of buffers written during checkpoints</entry>
</row>
<row>
<entry><structfield>buffers_clean</></entry>
<entry><type>bigint</type></entry>
<entry>Number of buffers written by the background writer</entry>
</row>
<row>
<entry><structfield>maxwritten_clean</></entry>
<entry><type>bigint</type></entry>
<entry>Number of times the background writer stopped a cleaning
scan because it had written too many buffers</entry>
</row>
<row>
<entry><structfield>buffers_backend</></entry>
<entry><type>bigint</type></entry>
<entry>Number of buffers written directly by a backend</entry>
</row>
<row>
<entry><structfield>buffers_backend_fsync</></entry>
<entry><type>bigint</type></entry>
<entry>Number of times a backend had to execute its own
<function>fsync</> call (normally the background writer handles those
even when the backend does its own write)</entry>
</row>
<row>
<entry><structfield>buffers_alloc</></entry>
<entry><type>bigint</type></entry>
<entry>Number of buffers allocated</entry>
</row>
<row>
<entry><structfield>stats_reset</></entry>
<entry><type>timestamp with time zone</type></entry>
<entry>Time at which these statistics were last reset</entry>
</row>
</tbody>
</tgroup>
</table>
<para>
The <structname>pg_stat_bgwriter</structname> view will always have a
single row, containing global data for the cluster.
</para>
<table id="pg-stat-database-view" xreflabel="pg_stat_database">
<title><structname>pg_stat_database</structname> View</title>
<tgroup cols="3">
<thead>
<row>
<entry>Column</entry>
<entry>Type</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><structfield>datid</></entry>
<entry><type>oid</></entry>
<entry>OID of a database</entry>
</row>
<row>
<entry><structfield>datname</></entry>
<entry><type>name</></entry>
<entry>Name of this database</entry>
</row>
<row>
<entry><structfield>numbackends</></entry>
<entry><type>integer</></entry>
<entry>Number of backends currently connected to this database.
This is the only column in this view that returns a value reflecting
current state; all other columns return the accumulated values since
the last reset.</entry>
</row>
<row>
<entry><structfield>xact_commit</></entry>
<entry><type>bigint</></entry>
<entry>Number of transactions in this database that have been
committed</entry>
</row>
<row>
<entry><structfield>xact_rollback</></entry>
<entry><type>bigint</></entry>
<entry>Number of transactions in this database that have been
rolled back</entry>
</row>
<row>
<entry><structfield>blks_read</></entry>
<entry><type>bigint</></entry>
<entry>Number of disk blocks read in this database</entry>
</row>
<row>
<entry><structfield>blks_hit</></entry>
<entry><type>bigint</></entry>
<entry>Number of times disk blocks were found already in the buffer
cache, so that a read was not necessary (this only includes hits in the
PostgreSQL buffer cache, not the operating system's file system cache)
</entry>
</row>
<row>
<entry><structfield>tup_returned</></entry>
<entry><type>bigint</></entry>
<entry>Number of rows returned by queries in this database</entry>
</row>
<row>
<entry><structfield>tup_fetched</></entry>
<entry><type>bigint</></entry>
<entry>Number of rows fetched by queries in this database</entry>
</row>
<row>
<entry><structfield>tup_inserted</></entry>
<entry><type>bigint</></entry>
<entry>Number of rows inserted by queries in this database</entry>
</row>
<row>
<entry><structfield>tup_updated</></entry>
<entry><type>bigint</></entry>
<entry>Number of rows updated by queries in this database</entry>
</row>
<row>
<entry><structfield>tup_deleted</></entry>
<entry><type>bigint</></entry>
<entry>Number of rows deleted by queries in this database</entry>
</row>
<row>
<entry><structfield>conflicts</></entry>
<entry><type>bigint</></entry>
<entry>Number of queries canceled due to conflicts with recovery
in this database. (Conflicts occur only on standby servers; see
<xref linkend="pg-stat-database-conflicts-view"> for details.)
</entry>
</row>
<row>
<entry><structfield>temp_files</></entry>
<entry><type>bigint</></entry>
<entry>Number of temporary files created by queries in this database.
All temporary files are counted, regardless of why the temporary file
was created (e.g., sorting or hashing), and regardless of the
<xref linkend="guc-log-temp-files"> setting.
</entry>
</row>
<row>
<entry><structfield>temp_bytes</></entry>
<entry><type>bigint</></entry>
<entry>Total amount of data written to temporary files by queries in
this database. All temporary files are counted, regardless of why
the temporary file was created, and
regardless of the <xref linkend="guc-log-temp-files"> setting.
</entry>
</row>
<row>
<entry><structfield>deadlocks</></entry>
<entry><type>bigint</></entry>
<entry>Number of deadlocks detected in this database</entry>
</row>
<row>
<entry><structfield>blk_read_time</></entry>
<entry><type>double precision</></entry>
<entry>Time spent reading data file blocks by backends in this database,
in milliseconds</entry>
</row>
<row>
<entry><structfield>blk_write_time</></entry>
<entry><type>double precision</></entry>
<entry>Time spent writing data file blocks by backends in this database,
in milliseconds</entry>
</row>
<row>
<entry><structfield>stats_reset</></entry>
<entry><type>timestamp with time zone</></entry>
<entry>Time at which these statistics were last reset</entry>
</row>
</tbody>
</tgroup>
</table>
<para>
The <structname>pg_stat_database</structname> view will contain one row
for each database in the cluster, showing database-wide statistics.
</para>
<table id="pg-stat-database-conflicts-view" xreflabel="pg_stat_database_conflicts">
<title><structname>pg_stat_database_conflicts</structname> View</title>
<tgroup cols="3">
<thead>
<row>
<entry>Column</entry>
<entry>Type</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><structfield>datid</></entry>
<entry><type>oid</></entry>
<entry>OID of a database</entry>
</row>
<row>
<entry><structfield>datname</></entry>
<entry><type>name</></entry>
<entry>Name of this database</entry>
</row>
<row>
<entry><structfield>confl_tablespace</></entry>
<entry><type>bigint</></entry>
<entry>Number of queries in this database that have been canceled due to
dropped tablespaces</entry>
</row>
<row>
<entry><structfield>confl_lock</></entry>
<entry><type>bigint</></entry>
<entry>Number of queries in this database that have been canceled due to
lock timeouts</entry>
</row>
<row>
<entry><structfield>confl_snapshot</></entry>
<entry><type>bigint</></entry>
<entry>Number of queries in this database that have been canceled due to
old snapshots</entry>
</row>
<row>
<entry><structfield>confl_bufferpin</></entry>
<entry><type>bigint</></entry>
<entry>Number of queries in this database that have been canceled due to
pinned buffers</entry>
</row>
<row>
<entry><structfield>confl_deadlock</></entry>
<entry><type>bigint</></entry>
<entry>Number of queries in this database that have been canceled due to
deadlocks</entry>
</row>
</tbody>
</tgroup>
</table>
<para>
The <structname>pg_stat_database_conflicts</structname> view will contain
one row per database, showing database-wide statistics about
query cancels occurring due to conflicts with recovery on standby servers.
This view will only contain information on standby servers, since
conflicts do not occur on master servers.
</para>
<table id="pg-stat-all-tables-view" xreflabel="pg_stat_all_tables">
<title><structname>pg_stat_all_tables</structname> View</title>
<tgroup cols="3">
<thead>
<row>
<entry>Column</entry>
<entry>Type</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><structfield>relid</></entry>
<entry><type>oid</></entry>
<entry>OID of a table</entry>
</row>
<row>
<entry><structfield>schemaname</></entry>
<entry><type>name</></entry>
<entry>Name of the schema that this table is in</entry>
</row>
<row>
<entry><structfield>relname</></entry>
<entry><type>name</></entry>
<entry>Name of this table</entry>
</row>
<row>
<entry><structfield>seq_scan</></entry>
<entry><type>bigint</></entry>
<entry>Number of sequential scans initiated on this table</entry>
</row>
<row>
<entry><structfield>seq_tup_read</></entry>
<entry><type>bigint</></entry>
<entry>Number of live rows fetched by sequential scans</entry>
</row>
<row>
<entry><structfield>idx_scan</></entry>
<entry><type>bigint</></entry>
<entry>Number of index scans initiated on this table</entry>
</row>
<row>
<entry><structfield>idx_tup_fetch</></entry>
<entry><type>bigint</></entry>
<entry>Number of live rows fetched by index scans</entry>
</row>
<row>
<entry><structfield>n_tup_ins</></entry>
<entry><type>bigint</></entry>
<entry>Number of rows inserted</entry>
</row>
<row>
<entry><structfield>n_tup_upd</></entry>
<entry><type>bigint</></entry>
<entry>Number of rows updated (includes HOT updated rows)</entry>
</row>
<row>
<entry><structfield>n_tup_del</></entry>
<entry><type>bigint</></entry>
<entry>Number of rows deleted</entry>
</row>
<row>
<entry><structfield>n_tup_hot_upd</></entry>
<entry><type>bigint</></entry>
<entry>Number of rows HOT updated (i.e., with no separate index
update required)</entry>
</row>
<row>
<entry><structfield>n_live_tup</></entry>
<entry><type>bigint</></entry>
<entry>Estimated number of live rows</entry>
</row>
<row>
<entry><structfield>n_dead_tup</></entry>
<entry><type>bigint</></entry>
<entry>Estimated number of dead rows</entry>
</row>
<row>
<entry><structfield>n_mod_since_analyze</></entry>
<entry><type>bigint</></entry>
<entry>Estimated number of rows modified since this table was last analyzed</entry>
</row>
<row>
<entry><structfield>last_vacuum</></entry>
<entry><type>timestamp with time zone</></entry>
<entry>Last time at which this table was manually vacuumed
(not counting <command>VACUUM FULL</>)</entry>
</row>
<row>
<entry><structfield>last_autovacuum</></entry>
<entry><type>timestamp with time zone</></entry>
<entry>Last time at which this table was vacuumed by the autovacuum
daemon</entry>
</row>
<row>
<entry><structfield>last_analyze</></entry>
<entry><type>timestamp with time zone</></entry>
<entry>Last time at which this table was manually analyzed</entry>
</row>
<row>
<entry><structfield>last_autoanalyze</></entry>
<entry><type>timestamp with time zone</></entry>
<entry>Last time at which this table was analyzed by the autovacuum
daemon</entry>
</row>
<row>
<entry><structfield>vacuum_count</></entry>
<entry><type>bigint</></entry>
<entry>Number of times this table has been manually vacuumed
(not counting <command>VACUUM FULL</>)</entry>
</row>
<row>
<entry><structfield>autovacuum_count</></entry>
<entry><type>bigint</></entry>
<entry>Number of times this table has been vacuumed by the autovacuum
daemon</entry>
</row>
<row>
<entry><structfield>analyze_count</></entry>
<entry><type>bigint</></entry>
<entry>Number of times this table has been manually analyzed</entry>
</row>
<row>
<entry><structfield>autoanalyze_count</></entry>
<entry><type>bigint</></entry>
<entry>Number of times this table has been analyzed by the autovacuum
daemon</entry>
</row>
</tbody>
</tgroup>
</table>
<para>
The <structname>pg_stat_all_tables</structname> view will contain
one row for each table in the current database (including TOAST
tables), showing statistics about accesses to that specific table. The
<structname>pg_stat_user_tables</structname> and
<structname>pg_stat_sys_tables</structname> views
contain the same information,
but filtered to only show user and system tables respectively.
</para>
<table id="pg-stat-all-indexes-view" xreflabel="pg_stat_all_indexes">
<title><structname>pg_stat_all_indexes</structname> View</title>
<tgroup cols="3">
<thead>
<row>
<entry>Column</entry>
<entry>Type</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><structfield>relid</></entry>
<entry><type>oid</></entry>
<entry>OID of the table for this index</entry>
</row>
<row>
<entry><structfield>indexrelid</></entry>
<entry><type>oid</></entry>
<entry>OID of this index</entry>
</row>
<row>
<entry><structfield>schemaname</></entry>
<entry><type>name</></entry>
<entry>Name of the schema this index is in</entry>
</row>
<row>
<entry><structfield>relname</></entry>
<entry><type>name</></entry>
<entry>Name of the table for this index</entry>
</row>
<row>
<entry><structfield>indexrelname</></entry>
<entry><type>name</></entry>
<entry>Name of this index</entry>
</row>
<row>
<entry><structfield>idx_scan</></entry>
<entry><type>bigint</></entry>
<entry>Number of index scans initiated on this index</entry>
</row>
<row>
<entry><structfield>idx_tup_read</></entry>
<entry><type>bigint</></entry>
<entry>Number of index entries returned by scans on this index</entry>
</row>
<row>
<entry><structfield>idx_tup_fetch</></entry>
<entry><type>bigint</></entry>
<entry>Number of live table rows fetched by simple index scans using this
index</entry>
</row>
</tbody>
</tgroup>
</table>
<para>
The <structname>pg_stat_all_indexes</structname> view will contain
one row for each index in the current database,
showing statistics about accesses to that specific index. The
<structname>pg_stat_user_indexes</structname> and
<structname>pg_stat_sys_indexes</structname> views
contain the same information,
but filtered to only show user and system indexes respectively.
</para>
<para>
Indexes can be used by simple index scans, <quote>bitmap</> index scans,
and the optimizer. In a bitmap scan
the output of several indexes can be combined via AND or OR rules,
so it is difficult to associate individual heap row fetches
with specific indexes when a bitmap scan is used. Therefore, a bitmap
scan increments the
<structname>pg_stat_all_indexes</>.<structfield>idx_tup_read</>
count(s) for the index(es) it uses, and it increments the
<structname>pg_stat_all_tables</>.<structfield>idx_tup_fetch</>
count for the table, but it does not affect
<structname>pg_stat_all_indexes</>.<structfield>idx_tup_fetch</>.
The optimizer also accesses indexes to check for supplied constants
whose values are outside the recorded range of the optimizer statistics
because the optimizer statistics might be stale.
</para>
<note>
<para>
The <structfield>idx_tup_read</> and <structfield>idx_tup_fetch</> counts
can be different even without any use of bitmap scans,
because <structfield>idx_tup_read</> counts
index entries retrieved from the index while <structfield>idx_tup_fetch</>
counts live rows fetched from the table. The latter will be less if any
dead or not-yet-committed rows are fetched using the index, or if any
heap fetches are avoided by means of an index-only scan.
</para>
</note>
<table id="pg-statio-all-tables-view" xreflabel="pg_statio_all_tables">
<title><structname>pg_statio_all_tables</structname> View</title>
<tgroup cols="3">
<thead>
<row>
<entry>Column</entry>
<entry>Type</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><structfield>relid</></entry>
<entry><type>oid</></entry>
<entry>OID of a table</entry>
</row>
<row>
<entry><structfield>schemaname</></entry>
<entry><type>name</></entry>
<entry>Name of the schema that this table is in</entry>
</row>
<row>
<entry><structfield>relname</></entry>
<entry><type>name</></entry>
<entry>Name of this table</entry>
</row>
<row>
<entry><structfield>heap_blks_read</></entry>
<entry><type>bigint</></entry>
<entry>Number of disk blocks read from this table</entry>
</row>
<row>
<entry><structfield>heap_blks_hit</></entry>
<entry><type>bigint</></entry>
<entry>Number of buffer hits in this table</entry>
</row>
<row>
<entry><structfield>idx_blks_read</></entry>
<entry><type>bigint</></entry>
<entry>Number of disk blocks read from all indexes on this table</entry>
</row>
<row>
<entry><structfield>idx_blks_hit</></entry>
<entry><type>bigint</></entry>
<entry>Number of buffer hits in all indexes on this table</entry>
</row>
<row>
<entry><structfield>toast_blks_read</></entry>
<entry><type>bigint</></entry>
<entry>Number of disk blocks read from this table's TOAST table (if any)</entry>
</row>
<row>
<entry><structfield>toast_blks_hit</></entry>
<entry><type>bigint</></entry>
<entry>Number of buffer hits in this table's TOAST table (if any)</entry>
</row>
<row>
<entry><structfield>tidx_blks_read</></entry>
<entry><type>bigint</></entry>
<entry>Number of disk blocks read from this table's TOAST table indexes (if any)</entry>
</row>
<row>
<entry><structfield>tidx_blks_hit</></entry>
<entry><type>bigint</></entry>
<entry>Number of buffer hits in this table's TOAST table indexes (if any)</entry>
</row>
</tbody>
</tgroup>
</table>
<para>
The <structname>pg_statio_all_tables</structname> view will contain
one row for each table in the current database (including TOAST
tables), showing statistics about I/O on that specific table. The
<structname>pg_statio_user_tables</structname> and
<structname>pg_statio_sys_tables</structname> views
contain the same information,
but filtered to only show user and system tables respectively.
</para>
<table id="pg-statio-all-indexes-view" xreflabel="pg_statio_all_indexes">
<title><structname>pg_statio_all_indexes</structname> View</title>
<tgroup cols="3">
<thead>
<row>
<entry>Column</entry>
<entry>Type</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><structfield>relid</></entry>
<entry><type>oid</></entry>
<entry>OID of the table for this index</entry>
</row>
<row>
<entry><structfield>indexrelid</></entry>
<entry><type>oid</></entry>
<entry>OID of this index</entry>
</row>
<row>
<entry><structfield>schemaname</></entry>
<entry><type>name</></entry>
<entry>Name of the schema this index is in</entry>
</row>
<row>
<entry><structfield>relname</></entry>
<entry><type>name</></entry>
<entry>Name of the table for this index</entry>
</row>
<row>
<entry><structfield>indexrelname</></entry>
<entry><type>name</></entry>
<entry>Name of this index</entry>
</row>
<row>
<entry><structfield>idx_blks_read</></entry>
<entry><type>bigint</></entry>
<entry>Number of disk blocks read from this index</entry>
</row>
<row>
<entry><structfield>idx_blks_hit</></entry>
<entry><type>bigint</></entry>
<entry>Number of buffer hits in this index</entry>
</row>
</tbody>
</tgroup>
</table>
<para>
The <structname>pg_statio_all_indexes</structname> view will contain
one row for each index in the current database,
showing statistics about I/O on that specific index. The
<structname>pg_statio_user_indexes</structname> and
<structname>pg_statio_sys_indexes</structname> views
contain the same information,
but filtered to only show user and system indexes respectively.
</para>
<table id="pg-statio-all-sequences-view" xreflabel="pg_statio_all_sequences">
<title><structname>pg_statio_all_sequences</structname> View</title>
<tgroup cols="3">
<thead>
<row>
<entry>Column</entry>
<entry>Type</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><structfield>relid</></entry>
<entry><type>oid</></entry>
<entry>OID of a sequence</entry>
</row>
<row>
<entry><structfield>schemaname</></entry>
<entry><type>name</></entry>
<entry>Name of the schema this sequence is in</entry>
</row>
<row>
<entry><structfield>relname</></entry>
<entry><type>name</></entry>
<entry>Name of this sequence</entry>
</row>
<row>
<entry><structfield>blks_read</></entry>
<entry><type>bigint</></entry>
<entry>Number of disk blocks read from this sequence</entry>
</row>
<row>
<entry><structfield>blks_hit</></entry>
<entry><type>bigint</></entry>
<entry>Number of buffer hits in this sequence</entry>
</row>
</tbody>
</tgroup>
</table>
<para>
The <structname>pg_statio_all_sequences</structname> view will contain
one row for each sequence in the current database,
showing statistics about I/O on that specific sequence.
</para>
<table id="pg-stat-user-functions-view" xreflabel="pg_stat_user_functions">
<title><structname>pg_stat_user_functions</structname> View</title>
<tgroup cols="3">
<thead>
<row>
<entry>Column</entry>
<entry>Type</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><structfield>funcid</></entry>
<entry><type>oid</></entry>
<entry>OID of a function</entry>
</row>
<row>
<entry><structfield>schemaname</></entry>
<entry><type>name</></entry>
<entry>Name of the schema this function is in</entry>
</row>
<row>
<entry><structfield>funcname</></entry>
<entry><type>name</></entry>
<entry>Name of this function</entry>
</row>
<row>
<entry><structfield>calls</></entry>
<entry><type>bigint</></entry>
<entry>Number of times this function has been called</entry>
</row>
<row>
<entry><structfield>total_time</></entry>
<entry><type>double precision</></entry>
<entry>Total time spent in this function and all other functions
called by it, in milliseconds</entry>
</row>
<row>
<entry><structfield>self_time</></entry>
<entry><type>double precision</></entry>
<entry>Total time spent in this function itself, not including
other functions called by it, in milliseconds</entry>
</row>
</tbody>
</tgroup>
</table>
<para>
The <structname>pg_stat_user_functions</structname> view will contain
one row for each tracked function, showing statistics about executions of
that function. The <xref linkend="guc-track-functions"> parameter
controls exactly which functions are tracked.
</para>
</sect2>
<sect2 id="monitoring-stats-functions">
<title>Statistics Functions</title>
<para>
Other ways of looking at the statistics can be set up by writing
queries that use the same underlying statistics access functions used by
the standard views shown above. For details such as the functions' names,
consult the definitions of the standard views. (For example, in
<application>psql</> you could issue <literal>\d+ pg_stat_activity</>.)
The access functions for per-database statistics take a database OID as an
argument to identify which database to report on.
The per-table and per-index functions take a table or index OID.
The functions for per-function statistics take a function OID.
Note that only tables, indexes, and functions in the current database
can be seen with these functions.
</para>
<para>
Additional functions related to statistics collection are listed in <xref
linkend="monitoring-stats-funcs-table">.
</para>
<table id="monitoring-stats-funcs-table">
<title>Additional Statistics Functions</title>
<tgroup cols="3">
<thead>
<row>
<entry>Function</entry>
<entry>Return Type</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<!-- See also the entry for this in func.sgml -->
<entry><literal><function>pg_backend_pid()</function></literal></entry>
<entry><type>integer</type></entry>
<entry>
Process ID of the server process handling the current session
</entry>
</row>
<row>
<entry><literal><function>pg_stat_get_activity</function>(<type>integer</type>)</literal><indexterm><primary>pg_stat_get_activity</primary></indexterm></entry>
<entry><type>setof record</type></entry>
<entry>
Returns a record of information about the backend with the specified PID, or
one record for each active backend in the system if <symbol>NULL</symbol> is
specified. The fields returned are a subset of those in the
<structname>pg_stat_activity</structname> view.
</entry>
</row>
<row>
<entry><literal><function>pg_stat_get_snapshot_timestamp()</function></literal><indexterm><primary>pg_stat_get_snapshot_timestamp</primary></indexterm></entry>
<entry><type>timestamp with time zone</type></entry>
<entry>
Returns the timestamp of the current statistics snapshot
</entry>
</row>
<row>
<entry><literal><function>pg_stat_clear_snapshot()</function></literal><indexterm><primary>pg_stat_clear_snapshot</primary></indexterm></entry>
<entry><type>void</type></entry>
<entry>
Discard the current statistics snapshot
</entry>
</row>
<row>
<entry><literal><function>pg_stat_reset()</function></literal><indexterm><primary>pg_stat_reset</primary></indexterm></entry>
<entry><type>void</type></entry>
<entry>
Reset all statistics counters for the current database to zero
(requires superuser privileges by default, but EXECUTE for this
function can be granted to others.)
</entry>
</row>
<row>
<entry><literal><function>pg_stat_reset_shared</function>(text)</literal><indexterm><primary>pg_stat_reset_shared</primary></indexterm></entry>
<entry><type>void</type></entry>
<entry>
Reset some cluster-wide statistics counters to zero, depending on the
argument (requires superuser privileges by default, but EXECUTE for
this function can be granted to others).
Calling <literal>pg_stat_reset_shared('bgwriter')</> will zero all the
counters shown in the <structname>pg_stat_bgwriter</> view.
Calling <literal>pg_stat_reset_shared('archiver')</> will zero all the
counters shown in the <structname>pg_stat_archiver</> view.
</entry>
</row>
<row>
<entry><literal><function>pg_stat_reset_single_table_counters</function>(oid)</literal><indexterm><primary>pg_stat_reset_single_table_counters</primary></indexterm></entry>
<entry><type>void</type></entry>
<entry>
Reset statistics for a single table or index in the current database to
zero (requires superuser privileges by default, but EXECUTE for this
function can be granted to others)
</entry>
</row>
<row>
<entry><literal><function>pg_stat_reset_single_function_counters</function>(oid)</literal><indexterm><primary>pg_stat_reset_single_function_counters</primary></indexterm></entry>
<entry><type>void</type></entry>
<entry>
Reset statistics for a single function in the current database to
zero (requires superuser privileges by default, but EXECUTE for this
function can be granted to others)
</entry>
</row>
</tbody>
</tgroup>
</table>
<para>
<function>pg_stat_get_activity</function>, the underlying function of
the <structname>pg_stat_activity</> view, returns a set of records
containing all the available information about each backend process.
Sometimes it may be more convenient to obtain just a subset of this
information. In such cases, an older set of per-backend statistics
access functions can be used; these are shown in <xref
linkend="monitoring-stats-backend-funcs-table">.
These access functions use a backend ID number, which ranges from one
to the number of currently active backends.
The function <function>pg_stat_get_backend_idset</function> provides a
convenient way to generate one row for each active backend for
invoking these functions. For example, to show the <acronym>PID</>s and
current queries of all backends:
<programlisting>
SELECT pg_stat_get_backend_pid(s.backendid) AS pid,
pg_stat_get_backend_activity(s.backendid) AS query
FROM (SELECT pg_stat_get_backend_idset() AS backendid) AS s;
</programlisting>
</para>
<table id="monitoring-stats-backend-funcs-table">
<title>Per-Backend Statistics Functions</title>
<tgroup cols="3">
<thead>
<row>
<entry>Function</entry>
<entry>Return Type</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><literal><function>pg_stat_get_backend_idset()</function></literal></entry>
<entry><type>setof integer</type></entry>
<entry>Set of currently active backend ID numbers (from 1 to the
number of active backends)</entry>
</row>
<row>
<entry><literal><function>pg_stat_get_backend_activity(integer)</function></literal></entry>
<entry><type>text</type></entry>
<entry>Text of this backend's most recent query</>
</row>
<row>
<entry><literal><function>pg_stat_get_backend_activity_start(integer)</function></literal></entry>
<entry><type>timestamp with time zone</type></entry>
<entry>Time when the most recent query was started</entry>
</row>
<row>
<entry><literal><function>pg_stat_get_backend_client_addr(integer)</function></literal></entry>
<entry><type>inet</type></entry>
<entry>IP address of the client connected to this backend</entry>
</row>
<row>
<entry><literal><function>pg_stat_get_backend_client_port(integer)</function></literal></entry>
<entry><type>integer</type></entry>
<entry>TCP port number that the client is using for communication</entry>
</row>
<row>
<entry><literal><function>pg_stat_get_backend_dbid(integer)</function></literal></entry>
<entry><type>oid</type></entry>
<entry>OID of the database this backend is connected to</entry>
</row>
<row>
<entry><literal><function>pg_stat_get_backend_pid(integer)</function></literal></entry>
<entry><type>integer</type></entry>
<entry>Process ID of this backend</entry>
</row>
<row>
<entry><literal><function>pg_stat_get_backend_start(integer)</function></literal></entry>
<entry><type>timestamp with time zone</type></entry>
<entry>Time when this process was started</entry>
</row>
<row>
<entry><literal><function>pg_stat_get_backend_userid(integer)</function></literal></entry>
<entry><type>oid</type></entry>
<entry>OID of the user logged into this backend</entry>
</row>
<row>
<entry><literal><function>pg_stat_get_backend_wait_event_type(integer)</function></literal></entry>
<entry><type>text</type></entry>
<entry>Wait event type name if backend is currently waiting, otherwise NULL.
See <xref linkend="wait-event-table"> for details.
</entry>
</row>
<row>
<entry><literal><function>pg_stat_get_backend_wait_event(integer)</function></literal></entry>
<entry><type>text</type></entry>
<entry>Wait event name if backend is currently waiting, otherwise NULL.
See <xref linkend="wait-event-table"> for details.
</entry>
</row>
<row>
<entry><literal><function>pg_stat_get_backend_xact_start(integer)</function></literal></entry>
<entry><type>timestamp with time zone</type></entry>
<entry>Time when the current transaction was started</entry>
</row>
</tbody>
</tgroup>
</table>
</sect2>
</sect1>
<sect1 id="monitoring-locks">
<title>Viewing Locks</title>
<indexterm zone="monitoring-locks">
<primary>lock</primary>
<secondary>monitoring</secondary>
</indexterm>
<para>
Another useful tool for monitoring database activity is the
<structname>pg_locks</structname> system table. It allows the
database administrator to view information about the outstanding
locks in the lock manager. For example, this capability can be used
to:
<itemizedlist>
<listitem>
<para>
View all the locks currently outstanding, all the locks on
relations in a particular database, all the locks on a
particular relation, or all the locks held by a particular
<productname>PostgreSQL</productname> session.
</para>
</listitem>
<listitem>
<para>
Determine the relation in the current database with the most
ungranted locks (which might be a source of contention among
database clients).
</para>
</listitem>
<listitem>
<para>
Determine the effect of lock contention on overall database
performance, as well as the extent to which contention varies
with overall database traffic.
</para>
</listitem>
</itemizedlist>
Details of the <structname>pg_locks</structname> view appear in
<xref linkend="view-pg-locks">.
For more information on locking and managing concurrency with
<productname>PostgreSQL</productname>, refer to <xref linkend="mvcc">.
</para>
</sect1>
<sect1 id="progress-reporting">
<title>Progress Reporting</title>
<para>
<productname>PostgreSQL</> has the ability to report the progress of
certain commands during command execution. Currently, the only command
which supports progress reporting is <command>VACUUM</>. This may be
expanded in the future.
</para>
<sect2 id="vacuum-progress-reporting">
<title>VACUUM Progress Reporting</title>
<para>
Whenever <command>VACUUM</> is running, the
<structname>pg_stat_progress_vacuum</structname> view will contain
one row for each backend (including autovacuum worker processes) that is
currently vacuuming. The tables below describe the information
that will be reported and provide information about how to interpret it.
Progress reporting is not currently supported for <command>VACUUM FULL</>
and backends running <command>VACUUM FULL</> will not be listed in this
view.
</para>
<table id="pg-stat-progress-vacuum-view" xreflabel="pg_stat_progress_vacuum">
<title><structname>pg_stat_progress_vacuum</structname> View</title>
<tgroup cols="3">
<thead>
<row>
<entry>Column</entry>
<entry>Type</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><structfield>pid</></entry>
<entry><type>integer</></entry>
<entry>Process ID of backend.</entry>
</row>
<row>
<entry><structfield>datid</></entry>
<entry><type>oid</></entry>
<entry>OID of the database to which this backend is connected.</entry>
</row>
<row>
<entry><structfield>datname</></entry>
<entry><type>name</></entry>
<entry>Name of the database to which this backend is connected.</entry>
</row>
<row>
<entry><structfield>relid</></entry>
<entry><type>oid</></entry>
<entry>OID of the table being vacuumed.</entry>
</row>
<row>
<entry><structfield>phase</></entry>
<entry><type>text</></entry>
<entry>
Current processing phase of vacuum. See <xref linkend='vacuum-phases'>.
</entry>
</row>
<row>
<entry><structfield>heap_blks_total</></entry>
<entry><type>bigint</></entry>
<entry>
Total number of heap blocks in the table. This number is reported
as of the beginning of the scan; blocks added later will not be (and
need not be) visited by this <command>VACUUM</>.
</entry>
</row>
<row>
<entry><structfield>heap_blks_scanned</></entry>
<entry><type>bigint</></entry>
<entry>
Number of heap blocks scanned. Because the
<link linkend="storage-vm">visibility map</> is used to optimize scans,
some blocks will be skipped without inspection; skipped blocks are
included in this total, so that this number will eventually become
equal to <structfield>heap_blks_total</> when the vacuum is complete.
This counter only advances when the phase is <literal>scanning heap</>.
</entry>
</row>
<row>
<entry><structfield>heap_blks_vacuumed</></entry>
<entry><type>bigint</></entry>
<entry>
Number of heap blocks vacuumed. Unless the table has no indexes, this
counter only advances when the phase is <literal>vacuuming heap</>.
Blocks that contain no dead tuples are skipped, so the counter may
sometimes skip forward in large increments.
</entry>
</row>
<row>
<entry><structfield>index_vacuum_count</></entry>
<entry><type>bigint</></entry>
<entry>
Number of completed index vacuum cycles.
</entry>
</row>
<row>
<entry><structfield>max_dead_tuples</></entry>
<entry><type>bigint</></entry>
<entry>
Number of dead tuples that we can store before needing to perform
an index vacuum cycle, based on
<xref linkend="guc-maintenance-work-mem">.
</entry>
</row>
<row>
<entry><structfield>num_dead_tuples</></entry>
<entry><type>bigint</></entry>
<entry>
Number of dead tuples collected since the last index vacuum cycle.
</entry>
</row>
</tbody>
</tgroup>
</table>
<table id="vacuum-phases">
<title>VACUUM phases</title>
<tgroup cols="2">
<thead>
<row>
<entry>Phase</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><literal>initializing</literal></entry>
<entry>
<command>VACUUM</> is preparing to begin scanning the heap. This
phase is expected to be very brief.
</entry>
</row>
<row>
<entry><literal>scanning heap</literal></entry>
<entry>
<command>VACUUM</> is currently scanning the heap. It will prune and
defragment each page if required, and possibly perform freezing
activity. The <structfield>heap_blks_scanned</> column can be used
to monitor the progress of the scan.
</entry>
</row>
<row>
<entry><literal>vacuuming indexes</literal></entry>
<entry>
<command>VACUUM</> is currently vacuuming the indexes. If a table has
any indexes, this will happen at least once per vacuum, after the heap
has been completely scanned. It may happen multiple times per vacuum
if <xref linkend="guc-maintenance-work-mem"> is insufficient to
store the number of dead tuples found.
</entry>
</row>
<row>
<entry><literal>vacuuming heap</literal></entry>
<entry>
<command>VACUUM</> is currently vacuuming the heap. Vacuuming the heap
is distinct from scanning the heap, and occurs after each instance of
vacuuming indexes. If <structfield>heap_blks_scanned</> is less than
<structfield>heap_blks_total</>, the system will return to scanning
the heap after this phase is completed; otherwise, it will begin
cleaning up indexes after this phase is completed.
</entry>
</row>
<row>
<entry><literal>cleaning up indexes</literal></entry>
<entry>
<command>VACUUM</> is currently cleaning up indexes. This occurs after
the heap has been completely scanned and all vacuuming of the indexes
and the heap has been completed.
</entry>
</row>
<row>
<entry><literal>truncating heap</literal></entry>
<entry>
<command>VACUUM</> is currently truncating the heap so as to return
empty pages at the end of the relation to the operating system. This
occurs after cleaning up indexes.
</entry>
</row>
<row>
<entry><literal>performing final cleanup</literal></entry>
<entry>
<command>VACUUM</> is performing final cleanup. During this phase,
<command>VACUUM</> will vacuum the free space map, update statistics
in <literal>pg_class</>, and report statistics to the statistics
collector. When this phase is completed, <command>VACUUM</> will end.
</entry>
</row>
</tbody>
</tgroup>
</table>
</sect2>
</sect1>
<sect1 id="dynamic-trace">
<title>Dynamic Tracing</title>
<indexterm zone="dynamic-trace">
<primary>DTrace</primary>
</indexterm>
<para>
<productname>PostgreSQL</productname> provides facilities to support
dynamic tracing of the database server. This allows an external
utility to be called at specific points in the code and thereby trace
execution.
</para>
<para>
A number of probes or trace points are already inserted into the source
code. These probes are intended to be used by database developers and
administrators. By default the probes are not compiled into
<productname>PostgreSQL</productname>; the user needs to explicitly tell
the configure script to make the probes available.
</para>
<para>
Currently, the
<ulink url="https://en.wikipedia.org/wiki/DTrace">DTrace</ulink>
utility is supported, which, at the time of this writing, is available
on Solaris, macOS, FreeBSD, NetBSD, and Oracle Linux. The
<ulink url="http://sourceware.org/systemtap/">SystemTap</ulink> project
for Linux provides a DTrace equivalent and can also be used. Supporting other dynamic
tracing utilities is theoretically possible by changing the definitions for
the macros in <filename>src/include/utils/probes.h</>.
</para>
<sect2 id="compiling-for-trace">
<title>Compiling for Dynamic Tracing</title>
<para>
By default, probes are not available, so you will need to
explicitly tell the configure script to make the probes available
in <productname>PostgreSQL</productname>. To include DTrace support
specify <option>--enable-dtrace</> to configure. See <xref
linkend="install-procedure"> for further information.
</para>
</sect2>
<sect2 id="trace-points">
<title>Built-in Probes</title>
<para>
A number of standard probes are provided in the source code,
as shown in <xref linkend="dtrace-probe-point-table">;
<xref linkend="typedefs-table">
shows the types used in the probes. More probes can certainly be
added to enhance <productname>PostgreSQL</>'s observability.
</para>
<table id="dtrace-probe-point-table">
<title>Built-in DTrace Probes</title>
<tgroup cols="3">
<thead>
<row>
<entry>Name</entry>
<entry>Parameters</entry>
<entry>Description</entry>
</row>
</thead>
<tbody>
<row>
<entry><literal>transaction-start</literal></entry>
<entry><literal>(LocalTransactionId)</literal></entry>
<entry>Probe that fires at the start of a new transaction.
arg0 is the transaction ID.</entry>
</row>
<row>
<entry><literal>transaction-commit</literal></entry>
<entry><literal>(LocalTransactionId)</literal></entry>
<entry>Probe that fires when a transaction completes successfully.
arg0 is the transaction ID.</entry>
</row>
<row>
<entry><literal>transaction-abort</literal></entry>
<entry><literal>(LocalTransactionId)</literal></entry>
<entry>Probe that fires when a transaction completes unsuccessfully.
arg0 is the transaction ID.</entry>
</row>
<row>
<entry><literal>query-start</literal></entry>
<entry><literal>(const char *)</literal></entry>
<entry>Probe that fires when the processing of a query is started.
arg0 is the query string.</entry>
</row>
<row>
<entry><literal>query-done</literal></entry>
<entry><literal>(const char *)</literal></entry>
<entry>Probe that fires when the processing of a query is complete.
arg0 is the query string.</entry>
</row>
<row>
<entry><literal>query-parse-start</literal></entry>
<entry><literal>(const char *)</literal></entry>
<entry>Probe that fires when the parsing of a query is started.
arg0 is the query string.</entry>
</row>
<row>
<entry><literal>query-parse-done</literal></entry>
<entry><literal>(const char *)</literal></entry>
<entry>Probe that fires when the parsing of a query is complete.
arg0 is the query string.</entry>
</row>
<row>
<entry><literal>query-rewrite-start</literal></entry>
<entry><literal>(const char *)</literal></entry>
<entry>Probe that fires when the rewriting of a query is started.
arg0 is the query string.</entry>
</row>
<row>
<entry><literal>query-rewrite-done</literal></entry>
<entry><literal>(const char *)</literal></entry>
<entry>Probe that fires when the rewriting of a query is complete.
arg0 is the query string.</entry>
</row>
<row>
<entry><literal>query-plan-start</literal></entry>
<entry><literal>()</literal></entry>
<entry>Probe that fires when the planning of a query is started.</entry>
</row>
<row>
<entry><literal>query-plan-done</literal></entry>
<entry><literal>()</literal></entry>
<entry>Probe that fires when the planning of a query is complete.</entry>
</row>
<row>
<entry><literal>query-execute-start</literal></entry>
<entry><literal>()</literal></entry>
<entry>Probe that fires when the execution of a query is started.</entry>
</row>
<row>
<entry><literal>query-execute-done</literal></entry>
<entry><literal>()</literal></entry>
<entry>Probe that fires when the execution of a query is complete.</entry>
</row>
<row>
<entry><literal>statement-status</literal></entry>
<entry><literal>(const char *)</literal></entry>
<entry>Probe that fires anytime the server process updates its
<structname>pg_stat_activity</>.<structfield>status</>.
arg0 is the new status string.</entry>
</row>
<row>
<entry><literal>checkpoint-start</literal></entry>
<entry><literal>(int)</literal></entry>
<entry>Probe that fires when a checkpoint is started.
arg0 holds the bitwise flags used to distinguish different checkpoint
types, such as shutdown, immediate or force.</entry>
</row>
<row>
<entry><literal>checkpoint-done</literal></entry>
<entry><literal>(int, int, int, int, int)</literal></entry>
<entry>Probe that fires when a checkpoint is complete.
(The probes listed next fire in sequence during checkpoint processing.)
arg0 is the number of buffers written. arg1 is the total number of
buffers. arg2, arg3 and arg4 contain the number of WAL files added,
removed and recycled respectively.</entry>
</row>
<row>
<entry><literal>clog-checkpoint-start</literal></entry>
<entry><literal>(bool)</literal></entry>
<entry>Probe that fires when the CLOG portion of a checkpoint is started.
arg0 is true for normal checkpoint, false for shutdown
checkpoint.</entry>
</row>
<row>
<entry><literal>clog-checkpoint-done</literal></entry>
<entry><literal>(bool)</literal></entry>
<entry>Probe that fires when the CLOG portion of a checkpoint is
complete. arg0 has the same meaning as for <literal>clog-checkpoint-start</literal>.</entry>
</row>
<row>
<entry><literal>subtrans-checkpoint-start</literal></entry>
<entry><literal>(bool)</literal></entry>
<entry>Probe that fires when the SUBTRANS portion of a checkpoint is
started.
arg0 is true for normal checkpoint, false for shutdown
checkpoint.</entry>
</row>
<row>
<entry><literal>subtrans-checkpoint-done</literal></entry>
<entry><literal>(bool)</literal></entry>
<entry>Probe that fires when the SUBTRANS portion of a checkpoint is
complete. arg0 has the same meaning as for
<literal>subtrans-checkpoint-start</literal>.</entry>
</row>
<row>
<entry><literal>multixact-checkpoint-start</literal></entry>
<entry><literal>(bool)</literal></entry>
<entry>Probe that fires when the MultiXact portion of a checkpoint is
started.
arg0 is true for normal checkpoint, false for shutdown
checkpoint.</entry>
</row>
<row>
<entry><literal>multixact-checkpoint-done</literal></entry>
<entry><literal>(bool)</literal></entry>
<entry>Probe that fires when the MultiXact portion of a checkpoint is
complete. arg0 has the same meaning as for
<literal>multixact-checkpoint-start</literal>.</entry>
</row>
<row>
<entry><literal>buffer-checkpoint-start</literal></entry>
<entry><literal>(int)</literal></entry>
<entry>Probe that fires when the buffer-writing portion of a checkpoint
is started.
arg0 holds the bitwise flags used to distinguish different checkpoint
types, such as shutdown, immediate or force.</entry>
</row>
<row>
<entry><literal>buffer-sync-start</literal></entry>
<entry><literal>(int, int)</literal></entry>
<entry>Probe that fires when we begin to write dirty buffers during
checkpoint (after identifying which buffers must be written).
arg0 is the total number of buffers.
arg1 is the number that are currently dirty and need to be written.</entry>
</row>
<row>
<entry><literal>buffer-sync-written</literal></entry>
<entry><literal>(int)</literal></entry>
<entry>Probe that fires after each buffer is written during checkpoint.
arg0 is the ID number of the buffer.</entry>
</row>
<row>
<entry><literal>buffer-sync-done</literal></entry>
<entry><literal>(int, int, int)</literal></entry>
<entry>Probe that fires when all dirty buffers have been written.
arg0 is the total number of buffers.
arg1 is the number of buffers actually written by the checkpoint process.
arg2 is the number that were expected to be written (arg1 of
<literal>buffer-sync-start</literal>); any difference reflects other processes flushing
buffers during the checkpoint.</entry>
</row>
<row>
<entry><literal>buffer-checkpoint-sync-start</literal></entry>
<entry><literal>()</literal></entry>
<entry>Probe that fires after dirty buffers have been written to the
kernel, and before starting to issue fsync requests.</entry>
</row>
<row>
<entry><literal>buffer-checkpoint-done</literal></entry>
<entry><literal>()</literal></entry>
<entry>Probe that fires when syncing of buffers to disk is
complete.</entry>
</row>
<row>
<entry><literal>twophase-checkpoint-start</literal></entry>
<entry><literal>()</literal></entry>
<entry>Probe that fires when the two-phase portion of a checkpoint is
started.</entry>
</row>
<row>
<entry><literal>twophase-checkpoint-done</literal></entry>
<entry><literal>()</literal></entry>
<entry>Probe that fires when the two-phase portion of a checkpoint is
complete.</entry>
</row>
<row>
<entry><literal>buffer-read-start</literal></entry>
<entry><literal>(ForkNumber, BlockNumber, Oid, Oid, Oid, int, bool)</literal></entry>
<entry>Probe that fires when a buffer read is started.
arg0 and arg1 contain the fork and block numbers of the page (but
arg1 will be -1 if this is a relation extension request).
arg2, arg3, and arg4 contain the tablespace, database, and relation OIDs
identifying the relation.
arg5 is the ID of the backend which created the temporary relation for a
local buffer, or <symbol>InvalidBackendId</symbol> (-1) for a shared buffer.
arg6 is true for a relation extension request, false for normal
read.</entry>
</row>
<row>
<entry><literal>buffer-read-done</literal></entry>
<entry><literal>(ForkNumber, BlockNumber, Oid, Oid, Oid, int, bool, bool)</literal></entry>
<entry>Probe that fires when a buffer read is complete.
arg0 and arg1 contain the fork and block numbers of the page (if this
is a relation extension request, arg1 now contains the block number
of the newly added block).
arg2, arg3, and arg4 contain the tablespace, database, and relation OIDs
identifying the relation.
arg5 is the ID of the backend which created the temporary relation for a
local buffer, or <symbol>InvalidBackendId</symbol> (-1) for a shared buffer.
arg6 is true for a relation extension request, false for normal
read.
arg7 is true if the buffer was found in the pool, false if not.</entry>
</row>
<row>
<entry><literal>buffer-flush-start</literal></entry>
<entry><literal>(ForkNumber, BlockNumber, Oid, Oid, Oid)</literal></entry>
<entry>Probe that fires before issuing any write request for a shared
buffer.
arg0 and arg1 contain the fork and block numbers of the page.
arg2, arg3, and arg4 contain the tablespace, database, and relation OIDs
identifying the relation.</entry>
</row>
<row>
<entry><literal>buffer-flush-done</literal></entry>
<entry><literal>(ForkNumber, BlockNumber, Oid, Oid, Oid)</literal></entry>
<entry>Probe that fires when a write request is complete. (Note
that this just reflects the time to pass the data to the kernel;
it's typically not actually been written to disk yet.)
The arguments are the same as for <literal>buffer-flush-start</literal>.</entry>
</row>
<row>
<entry><literal>buffer-write-dirty-start</literal></entry>
<entry><literal>(ForkNumber, BlockNumber, Oid, Oid, Oid)</literal></entry>
<entry>Probe that fires when a server process begins to write a dirty
buffer. (If this happens often, it implies that
<xref linkend="guc-shared-buffers"> is too
small or the background writer control parameters need adjustment.)
arg0 and arg1 contain the fork and block numbers of the page.
arg2, arg3, and arg4 contain the tablespace, database, and relation OIDs
identifying the relation.</entry>
</row>
<row>
<entry><literal>buffer-write-dirty-done</literal></entry>
<entry><literal>(ForkNumber, BlockNumber, Oid, Oid, Oid)</literal></entry>
<entry>Probe that fires when a dirty-buffer write is complete.
The arguments are the same as for <literal>buffer-write-dirty-start</literal>.</entry>
</row>
<row>
<entry><literal>wal-buffer-write-dirty-start</literal></entry>
<entry><literal>()</literal></entry>
<entry>Probe that fires when a server process begins to write a
dirty WAL buffer because no more WAL buffer space is available.
(If this happens often, it implies that
<xref linkend="guc-wal-buffers"> is too small.)</entry>
</row>
<row>
<entry><literal>wal-buffer-write-dirty-done</literal></entry>
<entry><literal>()</literal></entry>
<entry>Probe that fires when a dirty WAL buffer write is complete.</entry>
</row>
<row>
<entry><literal>wal-insert</literal></entry>
<entry><literal>(unsigned char, unsigned char)</literal></entry>
<entry>Probe that fires when a WAL record is inserted.
arg0 is the resource manager (rmid) for the record.
arg1 contains the info flags.</entry>
</row>
<row>
<entry><literal>wal-switch</literal></entry>
<entry><literal>()</literal></entry>
<entry>Probe that fires when a WAL segment switch is requested.</entry>
</row>
<row>
<entry><literal>smgr-md-read-start</literal></entry>
<entry><literal>(ForkNumber, BlockNumber, Oid, Oid, Oid, int)</literal></entry>
<entry>Probe that fires when beginning to read a block from a relation.
arg0 and arg1 contain the fork and block numbers of the page.
arg2, arg3, and arg4 contain the tablespace, database, and relation OIDs
identifying the relation.
arg5 is the ID of the backend which created the temporary relation for a
local buffer, or <symbol>InvalidBackendId</symbol> (-1) for a shared buffer.</entry>
</row>
<row>
<entry><literal>smgr-md-read-done</literal></entry>
<entry><literal>(ForkNumber, BlockNumber, Oid, Oid, Oid, int, int, int)</literal></entry>
<entry>Probe that fires when a block read is complete.
arg0 and arg1 contain the fork and block numbers of the page.
arg2, arg3, and arg4 contain the tablespace, database, and relation OIDs
identifying the relation.
arg5 is the ID of the backend which created the temporary relation for a
local buffer, or <symbol>InvalidBackendId</symbol> (-1) for a shared buffer.
arg6 is the number of bytes actually read, while arg7 is the number
requested (if these are different it indicates trouble).</entry>
</row>
<row>
<entry><literal>smgr-md-write-start</literal></entry>
<entry><literal>(ForkNumber, BlockNumber, Oid, Oid, Oid, int)</literal></entry>
<entry>Probe that fires when beginning to write a block to a relation.
arg0 and arg1 contain the fork and block numbers of the page.
arg2, arg3, and arg4 contain the tablespace, database, and relation OIDs
identifying the relation.
arg5 is the ID of the backend which created the temporary relation for a
local buffer, or <symbol>InvalidBackendId</symbol> (-1) for a shared buffer.</entry>
</row>
<row>
<entry><literal>smgr-md-write-done</literal></entry>
<entry><literal>(ForkNumber, BlockNumber, Oid, Oid, Oid, int, int, int)</literal></entry>
<entry>Probe that fires when a block write is complete.
arg0 and arg1 contain the fork and block numbers of the page.
arg2, arg3, and arg4 contain the tablespace, database, and relation OIDs
identifying the relation.
arg5 is the ID of the backend which created the temporary relation for a
local buffer, or <symbol>InvalidBackendId</symbol> (-1) for a shared buffer.
arg6 is the number of bytes actually written, while arg7 is the number
requested (if these are different it indicates trouble).</entry>
</row>
<row>
<entry><literal>sort-start</literal></entry>
<entry><literal>(int, bool, int, int, bool)</literal></entry>
<entry>Probe that fires when a sort operation is started.
arg0 indicates heap, index or datum sort.
arg1 is true for unique-value enforcement.
arg2 is the number of key columns.
arg3 is the number of kilobytes of work memory allowed.
arg4 is true if random access to the sort result is required.</entry>
</row>
<row>
<entry><literal>sort-done</literal></entry>
<entry><literal>(bool, long)</literal></entry>
<entry>Probe that fires when a sort is complete.
arg0 is true for external sort, false for internal sort.
arg1 is the number of disk blocks used for an external sort,
or kilobytes of memory used for an internal sort.</entry>
</row>
<row>
<entry><literal>lwlock-acquire</literal></entry>
<entry><literal>(char *, LWLockMode)</literal></entry>
<entry>Probe that fires when an LWLock has been acquired.
arg0 is the LWLock's tranche.
arg1 is the requested lock mode, either exclusive or shared.</entry>
</row>
<row>
<entry><literal>lwlock-release</literal></entry>
<entry><literal>(char *)</literal></entry>
<entry>Probe that fires when an LWLock has been released (but note
that any released waiters have not yet been awakened).
arg0 is the LWLock's tranche.</entry>
</row>
<row>
<entry><literal>lwlock-wait-start</literal></entry>
<entry><literal>(char *, LWLockMode)</literal></entry>
<entry>Probe that fires when an LWLock was not immediately available and
a server process has begun to wait for the lock to become available.
arg0 is the LWLock's tranche.
arg1 is the requested lock mode, either exclusive or shared.</entry>
</row>
<row>
<entry><literal>lwlock-wait-done</literal></entry>
<entry><literal>(char *, LWLockMode)</literal></entry>
<entry>Probe that fires when a server process has been released from its
wait for an LWLock (it does not actually have the lock yet).
arg0 is the LWLock's tranche.
arg1 is the requested lock mode, either exclusive or shared.</entry>
</row>
<row>
<entry><literal>lwlock-condacquire</literal></entry>
<entry><literal>(char *, LWLockMode)</literal></entry>
<entry>Probe that fires when an LWLock was successfully acquired when the
caller specified no waiting.
arg0 is the LWLock's tranche.
arg1 is the requested lock mode, either exclusive or shared.</entry>
</row>
<row>
<entry><literal>lwlock-condacquire-fail</literal></entry>
<entry><literal>(char *, LWLockMode)</literal></entry>
<entry>Probe that fires when an LWLock was not successfully acquired when
the caller specified no waiting.
arg0 is the LWLock's tranche.
arg1 is the requested lock mode, either exclusive or shared.</entry>
</row>
<row>
<entry><literal>lock-wait-start</literal></entry>
<entry><literal>(unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, LOCKMODE)</literal></entry>
<entry>Probe that fires when a request for a heavyweight lock (lmgr lock)
has begun to wait because the lock is not available.
arg0 through arg3 are the tag fields identifying the object being
locked. arg4 indicates the type of object being locked.
arg5 indicates the lock type being requested.</entry>
</row>
<row>
<entry><literal>lock-wait-done</literal></entry>
<entry><literal>(unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, LOCKMODE)</literal></entry>
<entry>Probe that fires when a request for a heavyweight lock (lmgr lock)
has finished waiting (i.e., has acquired the lock).
The arguments are the same as for <literal>lock-wait-start</literal>.</entry>
</row>
<row>
<entry><literal>deadlock-found</literal></entry>
<entry><literal>()</literal></entry>
<entry>Probe that fires when a deadlock is found by the deadlock
detector.</entry>
</row>
</tbody>
</tgroup>
</table>
<table id="typedefs-table">
<title>Defined Types Used in Probe Parameters</title>
<tgroup cols="2">
<thead>
<row>
<entry>Type</entry>
<entry>Definition</entry>
</row>
</thead>
<tbody>
<row>
<entry><type>LocalTransactionId</type></entry>
<entry><type>unsigned int</type></entry>
</row>
<row>
<entry><type>LWLockMode</type></entry>
<entry><type>int</type></entry>
</row>
<row>
<entry><type>LOCKMODE</type></entry>
<entry><type>int</type></entry>
</row>
<row>
<entry><type>BlockNumber</type></entry>
<entry><type>unsigned int</type></entry>
</row>
<row>
<entry><type>Oid</type></entry>
<entry><type>unsigned int</type></entry>
</row>
<row>
<entry><type>ForkNumber</type></entry>
<entry><type>int</type></entry>
</row>
<row>
<entry><type>bool</type></entry>
<entry><type>char</type></entry>
</row>
</tbody>
</tgroup>
</table>
</sect2>
<sect2 id="using-trace-points">
<title>Using Probes</title>
<para>
The example below shows a DTrace script for analyzing transaction
counts in the system, as an alternative to snapshotting
<structname>pg_stat_database</> before and after a performance test:
<programlisting>
#!/usr/sbin/dtrace -qs
postgresql$1:::transaction-start
{
@start["Start"] = count();
self->ts = timestamp;
}
postgresql$1:::transaction-abort
{
@abort["Abort"] = count();
}
postgresql$1:::transaction-commit
/self->ts/
{
@commit["Commit"] = count();
@time["Total time (ns)"] = sum(timestamp - self->ts);
self->ts=0;
}
</programlisting>
When executed, the example D script gives output such as:
<screen>
# ./txn_count.d `pgrep -n postgres` or ./txn_count.d <PID>
^C
Start 71
Commit 70
Total time (ns) 2312105013
</screen>
</para>
<note>
<para>
SystemTap uses a different notation for trace scripts than DTrace does,
even though the underlying trace points are compatible. One point worth
noting is that at this writing, SystemTap scripts must reference probe
names using double underscores in place of hyphens. This is expected to
be fixed in future SystemTap releases.
</para>
</note>
<para>
You should remember that DTrace scripts need to be carefully written and
debugged, otherwise the trace information collected might
be meaningless. In most cases where problems are found it is the
instrumentation that is at fault, not the underlying system. When
discussing information found using dynamic tracing, be sure to enclose
the script used to allow that too to be checked and discussed.
</para>
</sect2>
<sect2 id="defining-trace-points">
<title>Defining New Probes</title>
<para>
New probes can be defined within the code wherever the developer
desires, though this will require a recompilation. Below are the steps
for inserting new probes:
</para>
<procedure>
<step>
<para>
Decide on probe names and data to be made available through the probes
</para>
</step>
<step>
<para>
Add the probe definitions to <filename>src/backend/utils/probes.d</>
</para>
</step>
<step>
<para>
Include <filename>pg_trace.h</> if it is not already present in the
module(s) containing the probe points, and insert
<literal>TRACE_POSTGRESQL</> probe macros at the desired locations
in the source code
</para>
</step>
<step>
<para>
Recompile and verify that the new probes are available
</para>
</step>
</procedure>
<formalpara>
<title>Example:</title>
<para>
Here is an example of how you would add a probe to trace all new
transactions by transaction ID.
</para>
</formalpara>
<procedure>
<step>
<para>
Decide that the probe will be named <literal>transaction-start</> and
requires a parameter of type <type>LocalTransactionId</type>
</para>
</step>
<step>
<para>
Add the probe definition to <filename>src/backend/utils/probes.d</>:
<programlisting>
probe transaction__start(LocalTransactionId);
</programlisting>
Note the use of the double underline in the probe name. In a DTrace
script using the probe, the double underline needs to be replaced with a
hyphen, so <literal>transaction-start</> is the name to document for
users.
</para>
</step>
<step>
<para>
At compile time, <literal>transaction__start</> is converted to a macro
called <literal>TRACE_POSTGRESQL_TRANSACTION_START</> (notice the
underscores are single here), which is available by including
<filename>pg_trace.h</>. Add the macro call to the appropriate location
in the source code. In this case, it looks like the following:
<programlisting>
TRACE_POSTGRESQL_TRANSACTION_START(vxid.localTransactionId);
</programlisting>
</para>
</step>
<step>
<para>
After recompiling and running the new binary, check that your newly added
probe is available by executing the following DTrace command. You
should see similar output:
<screen>
# dtrace -ln transaction-start
ID PROVIDER MODULE FUNCTION NAME
18705 postgresql49878 postgres StartTransactionCommand transaction-start
18755 postgresql49877 postgres StartTransactionCommand transaction-start
18805 postgresql49876 postgres StartTransactionCommand transaction-start
18855 postgresql49875 postgres StartTransactionCommand transaction-start
18986 postgresql49873 postgres StartTransactionCommand transaction-start
</screen>
</para>
</step>
</procedure>
<para>
There are a few things to be careful about when adding trace macros
to the C code:
<itemizedlist>
<listitem>
<para>
You should take care that the data types specified for a probe's
parameters match the data types of the variables used in the macro.
Otherwise, you will get compilation errors.
</para>
</listitem>
<listitem>
<para>
On most platforms, if <productname>PostgreSQL</productname> is
built with <option>--enable-dtrace</>, the arguments to a trace
macro will be evaluated whenever control passes through the
macro, <emphasis>even if no tracing is being done</>. This is
usually not worth worrying about if you are just reporting the
values of a few local variables. But beware of putting expensive
function calls into the arguments. If you need to do that,
consider protecting the macro with a check to see if the trace
is actually enabled:
<programlisting>
if (TRACE_POSTGRESQL_TRANSACTION_START_ENABLED())
TRACE_POSTGRESQL_TRANSACTION_START(some_function(...));
</programlisting>
Each trace macro has a corresponding <literal>ENABLED</> macro.
</para>
</listitem>
</itemizedlist>
</para>
</sect2>
</sect1>
</chapter>
|