talks / python-logging / python-logging.html

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
4133
4134
4135
4136
4137
4138
4139
4140
4141
4142
4143
4144
4145
4146
4147
4148
4149
4150
4151
4152
4153
4154
4155
4156
4157
4158
4159
4160
4161
4162
4163
4164
4165
4166
4167
4168
4169
4170
4171
4172
4173
4174
4175
4176
4177
4178
4179
4180
4181
4182
4183
4184
4185
4186
4187
4188
4189
4190
4191
4192
4193
4194
4195
4196
4197
4198
4199
4200
4201
4202
4203
4204
4205
4206
4207
4208
4209
4210
4211
4212
4213
4214
4215
4216
4217
4218
4219
4220
4221
4222
4223
4224
4225
4226
4227
4228
4229
4230
4231
4232
4233
4234
4235
4236
4237
4238
4239
4240
4241
4242
4243
4244
4245
4246
4247
4248
4249
4250
4251
4252
4253
4254
4255
4256
4257
4258
4259
4260
4261
4262
4263
4264
4265
4266
4267
4268
4269
4270
4271
4272
4273
4274
4275
4276
4277
4278
4279
4280
4281
4282
4283
4284
4285
4286
4287
4288
4289
4290
4291
4292
4293
4294
4295
4296
4297
4298
4299
4300
4301
4302
4303
4304
4305
4306
4307
4308
4309
4310
4311
4312
4313
4314
4315
4316
4317
4318
4319
4320
4321
4322
4323
4324
4325
4326
4327
4328
4329
4330
4331
4332
4333
4334
4335
4336
4337
4338
4339
4340
4341
4342
4343
4344
4345
4346
4347
4348
4349
4350
4351
4352
4353
4354
4355
4356
4357
4358
4359
4360
4361
4362
4363
4364
4365
4366
4367
4368
4369
4370
4371
4372
4373
4374
4375
4376
4377
4378
4379
4380
4381
4382
4383
4384
4385
4386
4387
4388
4389
4390
4391
4392
4393
4394
4395
4396
4397
4398
4399
4400
4401
4402
4403
4404
4405
4406
4407
4408
4409
4410
4411
4412
4413
4414
4415
4416
4417
4418
4419
4420
4421
4422
4423
4424
4425
4426
4427
4428
4429
4430
4431
4432
4433
4434
4435
4436
4437
4438
4439
4440
4441
4442
4443
4444
4445
4446
4447
4448
4449
4450
4451
4452
4453
4454
4455
4456
4457
4458
4459
4460
4461
4462
4463
4464
4465
4466
4467
4468
4469
4470
4471
4472
4473
4474
4475
4476
4477
4478
4479
4480
4481
4482
4483
4484
4485
4486
4487
4488
4489
4490
4491
4492
4493
4494
4495
4496
4497
4498
4499
4500
4501
4502
4503
4504
4505
4506
4507
4508
4509
4510
4511
4512
4513
4514
4515
4516
4517
4518
4519
4520
4521
4522
4523
4524
4525
4526
4527
4528
4529
4530
4531
4532
4533
4534
4535
4536
4537
4538
4539
4540
4541
4542
4543
4544
4545
4546
4547
4548
4549
4550
4551
4552
4553
4554
4555
4556
4557
4558
4559
4560
4561
4562
4563
4564
4565
4566
4567
4568
4569
4570
4571
4572
4573
4574
4575
4576
4577
4578
4579
4580
4581
4582
4583
4584
4585
4586
4587
4588
4589
4590
4591
4592
4593
4594
4595
4596
4597
4598
4599
4600
4601
4602
4603
4604
4605
4606
4607
4608
4609
4610
4611
4612
4613
4614
4615
4616
4617
4618
4619
4620
4621
4622
4623
4624
4625
4626
4627
4628
4629
4630
4631
4632
4633
4634
4635
4636
4637
4638
4639
4640
4641
4642
4643
4644
4645
4646
4647
4648
4649
4650
4651
4652
4653
4654
4655
4656
4657
4658
4659
4660
4661
4662
4663
4664
4665
4666
4667
4668
4669
4670
4671
4672
4673
4674
4675
4676
4677
4678
4679
4680
4681
4682
4683
4684
4685
4686
4687
4688
4689
4690
4691
4692
4693
4694
4695
4696
4697
4698
4699
4700
4701
4702
4703
4704
4705
4706
4707
4708
4709
4710
4711
4712
4713
4714
4715
4716
4717
4718
4719
4720
4721
4722
4723
4724
4725
4726
4727
4728
4729
4730
4731
4732
4733
4734
4735
4736
4737
4738
4739
4740
4741
4742
4743
4744
4745
4746
4747
4748
4749
4750
4751
4752
4753
4754
4755
4756
4757
4758
4759
4760
4761
4762
4763
4764
4765
4766
4767
4768
4769
4770
4771
4772
4773
4774
4775
4776
4777
4778
4779
4780
4781
4782
4783
4784
4785
4786
4787
4788
4789
4790
4791
4792
4793
4794
4795
4796
4797
4798
4799
4800
4801
4802
4803
4804
4805
4806
4807
4808
4809
4810
4811
4812
4813
4814
4815
4816
4817
4818
4819
4820
4821
4822
4823
4824
4825
4826
4827
4828
4829
4830
4831
4832
4833
4834
4835
4836
4837
4838
4839
4840
4841
4842
4843
4844
4845
4846
4847
4848
4849
4850
4851
4852
4853
4854
4855
4856
4857
4858
4859
4860
4861
4862
4863
4864
4865
4866
4867
4868
4869
4870
4871
4872
4873
4874
4875
4876
4877
4878
4879
4880
4881
4882
4883
4884
4885
4886
4887
4888
4889
4890
4891
4892
4893
4894
4895
4896
4897
4898
4899
4900
4901
4902
4903
4904
4905
4906
4907
4908
4909
4910
4911
4912
4913
4914
4915
4916
4917
4918
4919
4920
4921
4922
4923
4924
4925
4926
4927
4928
4929
4930
4931
4932
4933
4934
4935
4936
4937
4938
4939
4940
4941
4942
4943
4944
4945
4946
4947
4948
4949
4950
4951
4952
4953
4954
4955
4956
4957
4958
4959
4960
4961
4962
4963
4964
4965
4966
4967
4968
4969
4970
4971
4972
4973
4974
4975
4976
4977
4978
4979
4980
4981
4982
4983
4984
4985
4986
4987
4988
4989
4990
4991
4992
4993
4994
4995
4996
4997
4998
4999
5000
5001
5002
5003
5004
5005
5006
5007
5008
5009
5010
5011
5012
5013
5014
5015
5016
5017
5018
5019
5020
5021
5022
5023
5024
5025
5026
5027
5028
5029
5030
5031
5032
5033
5034
5035
5036
5037
5038
5039
5040
5041
5042
5043
5044
5045
5046
5047
5048
5049
5050
5051
5052
5053
5054
5055
5056
5057
5058
5059
5060
5061
5062
5063
5064
5065
5066
5067
5068
5069
5070
5071
5072
5073
5074
5075
5076
5077
5078
5079
5080
5081
5082
5083
5084
5085
5086
5087
5088
5089
5090
5091
5092
5093
5094
5095
5096
5097
5098
5099
5100
5101
5102
5103
5104
5105
5106
5107
5108
5109
5110
5111
5112
5113
5114
5115
5116
5117
5118
5119
5120
5121
5122
5123
5124
5125
5126
5127
5128
5129
5130
5131
5132
5133
5134
5135
5136
5137
5138
5139
5140
5141
5142
5143
5144
5145
5146
5147
5148
5149
5150
5151
5152
5153
5154
5155
5156
5157
5158
5159
5160
5161
5162
5163
5164
5165
5166
5167
5168
5169
5170
5171
5172
5173
5174
5175
5176
5177
5178
5179
5180
5181
5182
5183
5184
5185
5186
5187
5188
5189
5190
5191
5192
5193
5194
5195
5196
5197
5198
5199
5200
5201
5202
5203
5204
5205
5206
5207
5208
5209
5210
5211
5212
5213
5214
5215
5216
5217
5218
5219
5220
5221
5222
5223
5224
5225
5226
5227
5228
5229
5230
5231
5232
5233
5234
5235
5236
5237
5238
5239
5240
5241
5242
5243
5244
5245
5246
5247
5248
5249
5250
5251
5252
5253
5254
5255
5256
5257
5258
5259
5260
5261
5262
5263
5264
5265
5266
5267
5268
5269
5270
5271
5272
5273
5274
5275
5276
5277
5278
5279
5280
5281
5282
5283
5284
5285
5286
5287
5288
5289
5290
5291
5292
5293
5294
5295
5296
5297
5298
5299
5300
5301
5302
5303
5304
5305
5306
5307
5308
5309
5310
5311
5312
5313
5314
5315
5316
5317
5318
5319
5320
5321
5322
5323
5324
5325
5326
5327
5328
5329
5330
5331
5332
5333
5334
5335
5336
5337
5338
5339
5340
5341
5342
5343
5344
5345
5346
5347
5348
5349
5350
5351
5352
5353
5354
5355
5356
5357
5358
5359
5360
5361
5362
5363
5364
5365
5366
5367
5368
5369
5370
5371
5372
5373
5374
5375
5376
5377
5378
5379
5380
5381
5382
5383
5384
5385
5386
5387
5388
5389
5390
5391
5392
5393
5394
5395
5396
5397
5398
5399
5400
5401
5402
5403
5404
5405
5406
5407
5408
5409
5410
5411
5412
5413
5414
5415
5416
5417
5418
5419
5420
5421
5422
5423
5424
5425
5426
5427
5428
5429
5430
5431
5432
5433
5434
5435
5436
5437
5438
5439
5440
5441
5442
5443
5444
5445
5446
5447
5448
5449
5450
5451
5452
5453
5454
5455
5456
5457
5458
5459
5460
5461
5462
5463
5464
5465
5466
5467
5468
5469
5470
5471
5472
5473
5474
5475
5476
5477
5478
5479
5480
5481
5482
5483
5484
5485
5486
5487
5488
5489
5490
5491
5492
5493
5494
5495
5496
5497
5498
5499
5500
5501
5502
5503
5504
5505
5506
5507
5508
5509
5510
5511
5512
5513
5514
5515
5516
5517
5518
5519
5520
5521
5522
5523
5524
5525
5526
5527
5528
5529
5530
5531
5532
5533
5534
5535
5536
5537
5538
5539
5540
5541
5542
5543
5544
5545
5546
5547
5548
5549
5550
5551
5552
5553
5554
5555
5556
5557
5558
5559
5560
5561
5562
5563
5564
5565
5566
5567
5568
5569
5570
5571
5572
5573
5574
5575
5576
5577
5578
5579
5580
5581
5582
5583
5584
5585
5586
5587
5588
5589
5590
5591
5592
5593
5594
5595
5596
5597
5598
5599
5600
5601
5602
5603
5604
5605
5606
5607
5608
5609
5610
5611
5612
5613
5614
5615
5616
5617
5618
5619
5620
5621
5622
5623
5624
5625
5626
5627
5628
5629
5630
5631
5632
5633
5634
5635
5636
5637
5638
5639
5640
5641
5642
5643
5644
5645
5646
5647
5648
5649
5650
5651
5652
5653
5654
5655
5656
5657
5658
5659
5660
5661
5662
5663
5664
5665
5666
5667
5668
5669
5670
5671
5672
5673
5674
5675
5676
5677
5678
5679
5680
5681
5682
5683
5684
5685
5686
5687
5688
5689
5690
5691
5692
5693
5694
5695
5696
5697
5698
5699
5700
5701
5702
5703
5704
5705
5706
5707
5708
5709
5710
5711
5712
5713
5714
5715
5716
5717
5718
5719
5720
5721
5722
5723
5724
5725
5726
5727
5728
5729
5730
5731
5732
5733
5734
5735
5736
5737
5738
5739
5740
5741
5742
5743
5744
5745
5746
5747
5748
5749
5750
5751
5752
5753
5754
5755
5756
5757
5758
5759
5760
5761
5762
5763
5764
5765
5766
5767
5768
5769
5770
5771
5772
5773
5774
5775
5776
5777
5778
5779
5780
5781
5782
5783
5784
5785
5786
5787
5788
5789
5790
5791
5792
5793
5794
5795
5796
5797
5798
5799
5800
5801
5802
5803
5804
5805
5806
5807
5808
5809
5810
5811
5812
5813
5814
5815
5816
5817
5818
5819
5820
5821
5822
5823
5824
5825
5826
5827
5828
5829
5830
5831
5832
5833
5834
5835
5836
5837
5838
5839
5840
5841
5842
5843
5844
5845
5846
5847
5848
5849
5850
5851
5852
5853
5854
5855
5856
5857
5858
5859
5860
5861
5862
5863
5864
5865
5866
5867
5868
5869
5870
5871
5872
5873
5874
5875
5876
5877
5878
5879
5880
5881
5882
5883
5884
5885
5886
5887
5888
5889
5890
5891
5892
5893
5894
5895
5896
5897
5898
5899
5900
5901
5902
5903
5904
5905
5906
5907
5908
5909
5910
5911
5912
5913
5914
5915
5916
5917
5918
5919
5920
5921
5922
5923
5924
5925
5926
5927
5928
5929
5930
5931
5932
5933
5934
5935
5936
5937
5938
5939
5940
5941
5942
5943
5944
5945
5946
5947
5948
5949
5950
5951
5952
5953
5954
5955
5956
5957
5958
5959
5960
5961
5962
5963
5964
5965
5966
5967
5968
5969
5970
5971
5972
5973
5974
5975
5976
5977
5978
5979
5980
5981
5982
5983
5984
5985
5986
5987
5988
5989
5990
5991
5992
5993
5994
5995
5996
5997
5998
5999
6000
6001
6002
6003
6004
6005
6006
6007
6008
6009
6010
6011
6012
6013
6014
6015
6016
6017
6018
6019
6020
6021
6022
6023
6024
6025
6026
6027
6028
6029
6030
6031
6032
6033
6034
6035
6036
6037
6038
6039
6040
6041
6042
6043
6044
6045
6046
6047
6048
6049
6050
6051
6052
6053
6054
6055
6056
6057
6058
6059
6060
6061
6062
6063
6064
6065
6066
6067
6068
6069
6070
6071
6072
6073
6074
6075
6076
6077
6078
6079
6080
6081
6082
6083
6084
6085
6086
6087
6088
6089
6090
6091
6092
6093
6094
6095
6096
6097
6098
6099
6100
6101
6102
6103
6104
6105
6106
6107
6108
6109
6110
6111
6112
6113
6114
6115
6116
6117
6118
6119
6120
6121
6122
6123
6124
6125
6126
6127
6128
6129
6130
6131
6132
6133
6134
6135
6136
6137
6138
6139
6140
6141
6142
6143
6144
6145
6146
6147
6148
6149
6150
6151
6152
6153
6154
6155
6156
6157
6158
6159
6160
6161
6162
6163
6164
6165
6166
6167
6168
6169
6170
6171
6172
6173
6174
6175
6176
6177
6178
6179
6180
6181
6182
6183
6184
6185
6186
6187
6188
6189
6190
6191
6192
6193
6194
6195
6196
6197
6198
6199
6200
6201
6202
6203
6204
6205
6206
6207
6208
6209
6210
6211
6212
6213
6214
6215
6216
6217
6218
6219
6220
6221
6222
6223
6224
6225
6226
6227
6228
6229
6230
6231
6232
6233
6234
6235
6236
6237
6238
6239
6240
6241
6242
6243
6244
6245
6246
6247
6248
6249
6250
6251
6252
6253
6254
6255
6256
6257
6258
6259
6260
6261
6262
6263
6264
6265
6266
6267
6268
6269
6270
6271
6272
6273
6274
6275
6276
6277
6278
6279
6280
6281
6282
6283
6284
6285
6286
6287
6288
6289
6290
6291
6292
6293
6294
6295
6296
6297
6298
6299
6300
6301
6302
6303
6304
6305
6306
6307
6308
6309
6310
6311
6312
6313
6314
6315
6316
6317
6318
6319
6320
6321
6322
6323
6324
6325
6326
6327
6328
6329
6330
6331
6332
6333
6334
6335
6336
6337
6338
6339
6340
6341
6342
6343
6344
6345
6346
6347
6348
6349
6350
6351
6352
6353
6354
6355
6356
6357
6358
6359
6360
6361
6362
6363
6364
6365
6366
6367
6368
6369
6370
6371
6372
6373
6374
6375
6376
6377
6378
6379
6380
6381
6382
6383
6384
6385
6386
6387
6388
6389
6390
6391
6392
6393
6394
6395
6396
6397
6398
6399
6400
6401
6402
6403
6404
6405
6406
6407
6408
6409
6410
6411
6412
6413
6414
6415
6416
6417
6418
6419
6420
6421
6422
6423
6424
6425
6426
6427
6428
6429
6430
6431
6432
6433
6434
6435
6436
6437
6438
6439
6440
6441
6442
6443
6444
6445
6446
6447
6448
6449
6450
6451
6452
6453
6454
6455
6456
6457
6458
6459
6460
6461
6462
6463
6464
6465
6466
6467
6468
6469
6470
6471
6472
6473
6474
6475
6476
6477
6478
6479
6480
6481
6482
6483
6484
6485
6486
6487
6488
6489
6490
6491
6492
6493
6494
6495
6496
6497
6498
6499
6500
6501
6502
6503
6504
6505
6506
6507
6508
6509
6510
6511
6512
6513
6514
6515
6516
6517
6518
6519
6520
6521
6522
6523
6524
6525
6526
6527
6528
6529
6530
6531
6532
6533
6534
6535
6536
6537
6538
6539
6540
6541
6542
6543
6544
6545
6546
6547
6548
6549
6550
6551
6552
6553
6554
6555
6556
6557
6558
6559
6560
6561
6562
6563
6564
6565
6566
6567
6568
6569
6570
6571
6572
6573
6574
6575
6576
6577
6578
6579
6580
6581
6582
6583
6584
6585
6586
6587
6588
6589
6590
6591
6592
6593
6594
6595
6596
6597
6598
6599
6600
6601
6602
6603
6604
6605
6606
6607
6608
6609
6610
6611
6612
6613
6614
6615
6616
6617
6618
6619
6620
6621
6622
6623
6624
6625
6626
6627
6628
6629
6630
6631
6632
6633
6634
6635
6636
6637
6638
6639
6640
6641
6642
6643
6644
6645
6646
6647
6648
6649
6650
6651
6652
6653
6654
6655
6656
6657
6658
6659
6660
6661
6662
6663
6664
6665
6666
6667
6668
6669
6670
6671
6672
6673
6674
6675
6676
6677
6678
6679
6680
6681
6682
6683
6684
6685
6686
6687
6688
6689
6690
6691
6692
6693
6694
6695
6696
6697
6698
6699
6700
6701
6702
6703
6704
6705
6706
6707
6708
6709
6710
6711
6712
6713
6714
6715
6716
6717
6718
6719
6720
6721
6722
6723
6724
6725
6726
6727
6728
6729
6730
6731
6732
6733
6734
6735
6736
6737
6738
6739
6740
6741
6742
6743
6744
6745
6746
6747
6748
6749
6750
6751
6752
6753
6754
6755
6756
6757
6758
6759
6760
6761
6762
6763
6764
6765
6766
6767
6768
6769
6770
6771
6772
6773
6774
6775
6776
6777
6778
6779
6780
6781
6782
6783
6784
6785
6786
6787
6788
6789
6790
6791
6792
6793
6794
6795
6796
6797
6798
6799
6800
6801
6802
6803
6804
6805
6806
6807
6808
6809
6810
6811
6812
6813
6814
6815
6816
6817
6818
6819
6820
6821
6822
6823
6824
6825
6826
6827
6828
6829
6830
6831
6832
6833
6834
6835
6836
6837
6838
6839
6840
6841
6842
6843
6844
6845
6846
6847
6848
6849
6850
6851
6852
6853
6854
6855
6856
6857
6858
6859
6860
6861
6862
6863
6864
6865
6866
6867
6868
6869
6870
6871
6872
6873
6874
6875
6876
6877
6878
6879
6880
6881
6882
6883
6884
6885
6886
6887
6888
6889
6890
6891
6892
6893
6894
6895
6896
6897
6898
6899
6900
6901
6902
6903
6904
6905
6906
6907
6908
6909
6910
6911
6912
6913
6914
6915
6916
6917
6918
6919
6920
6921
6922
6923
6924
6925
6926
6927
6928
6929
6930
6931
6932
6933
6934
6935
6936
6937
6938
6939
6940
6941
6942
6943
6944
6945
6946
6947
6948
6949
6950
6951
6952
6953
6954
6955
6956
6957
6958
6959
6960
6961
6962
6963
6964
6965
6966
6967
6968
6969
6970
6971
6972
6973
6974
6975
6976
6977
6978
6979
6980
6981
6982
6983
6984
6985
6986
6987
6988
6989
6990
6991
6992
6993
6994
6995
6996
6997
6998
6999
7000
7001
7002
7003
7004
7005
7006
7007
7008
7009
7010
7011
7012
7013
7014
7015
7016
7017
7018
7019
7020
7021
7022
7023
7024
7025
7026
7027
7028
7029
7030
7031
7032
7033
7034
7035
7036
7037
7038
7039
7040
7041
7042
7043
7044
7045
7046
7047
7048
7049
7050
7051
7052
7053
7054
7055
7056
7057
7058
7059
7060
7061
7062
7063
7064
7065
7066
7067
7068
7069
7070
7071
7072
7073
7074
7075
7076
7077
7078
7079
7080
7081
7082
7083
7084
7085
7086
7087
7088
7089
7090
7091
7092
7093
7094
7095
7096
7097
7098
7099
7100
7101
7102
7103
7104
7105
7106
7107
7108
7109
7110
7111
7112
7113
7114
7115
7116
7117
7118
7119
7120
7121
7122
7123
7124
7125
7126
7127
7128
7129
7130
7131
7132
7133
7134
7135
7136
7137
7138
7139
7140
7141
7142
7143
7144
7145
7146
7147
7148
7149
7150
7151
7152
7153
7154
7155
7156
7157
7158
7159
7160
7161
7162
7163
7164
7165
7166
7167
7168
7169
7170
7171
7172
7173
7174
7175
7176
7177
7178
7179
7180
7181
7182
7183
7184
7185
7186
7187
7188
7189
7190
7191
7192
7193
7194
7195
7196
7197
7198
7199
7200
7201
7202
7203
7204
7205
7206
7207
7208
7209
7210
7211
7212
7213
7214
7215
7216
7217
7218
7219
7220
7221
7222
7223
7224
7225
7226
7227
7228
7229
7230
7231
7232
7233
7234
7235
7236
7237
7238
7239
7240
7241
7242
7243
7244
7245
7246
7247
7248
7249
7250
7251
7252
7253
7254
7255
7256
7257
7258
7259
7260
7261
7262
7263
7264
7265
7266
7267
7268
7269
7270
7271
7272
7273
7274
7275
7276
7277
7278
7279
7280
7281
7282
7283
7284
7285
7286
7287
7288
7289
7290
7291
7292
7293
7294
7295
7296
7297
7298
7299
7300
7301
7302
7303
7304
7305
7306
7307
7308
7309
7310
7311
7312
7313
7314
7315
7316
7317
7318
7319
7320
7321
7322
7323
7324
7325
7326
7327
7328
7329
7330
7331
7332
7333
7334
7335
7336
7337
7338
7339
7340
7341
7342
7343
7344
7345
7346
7347
7348
7349
7350
7351
7352
7353
7354
7355
7356
7357
7358
7359
7360
7361
7362
7363
7364
7365
7366
7367
7368
7369
7370
7371
7372
7373
7374
7375
7376
7377
7378
7379
7380
7381
7382
7383
7384
7385
7386
7387
7388
7389
7390
7391
7392
7393
7394
7395
7396
7397
7398
7399
7400
7401
7402
7403
7404
7405
7406
7407
7408
7409
7410
7411
7412
7413
7414
7415
7416
7417
7418
7419
7420
7421
7422
7423
7424
7425
7426
7427
7428
7429
7430
7431
7432
7433
7434
7435
7436
7437
7438
7439
7440
7441
7442
7443
7444
7445
7446
7447
7448
7449
7450
7451
7452
7453
7454
7455
7456
7457
7458
7459
7460
7461
7462
7463
7464
7465
7466
7467
7468
7469
7470
7471
7472
7473
7474
7475
7476
7477
7478
7479
7480
7481
7482
7483
7484
7485
7486
7487
7488
7489
7490
7491
7492
7493
7494
7495
7496
7497
7498
7499
7500
7501
7502
7503
7504
7505
7506
7507
7508
7509
7510
7511
7512
7513
7514
7515
7516
7517
7518
7519
7520
7521
7522
7523
7524
7525
7526
7527
7528
7529
7530
7531
7532
7533
7534
7535
7536
7537
7538
7539
7540
7541
7542
7543
7544
7545
7546
7547
7548
7549
7550
7551
7552
7553
7554
7555
7556
7557
7558
7559
7560
7561
7562
7563
7564
7565
7566
7567
7568
7569
7570
7571
7572
7573
7574
7575
7576
7577
7578
7579
7580
7581
7582
7583
7584
7585
7586
7587
7588
7589
7590
7591
7592
7593
7594
7595
7596
7597
7598
7599
7600
7601
7602
7603
7604
7605
7606
7607
7608
7609
7610
7611
7612
7613
7614
7615
7616
7617
7618
7619
7620
7621
7622
7623
7624
7625
7626
7627
7628
7629
7630
7631
7632
7633
7634
7635
7636
7637
7638
7639
7640
7641
7642
7643
7644
7645
7646
7647
7648
7649
7650
7651
7652
7653
7654
7655
7656
7657
7658
7659
7660
7661
7662
7663
7664
7665
7666
7667
7668
7669
7670
7671
7672
7673
7674
7675
7676
7677
7678
7679
7680
7681
7682
7683
7684
7685
7686
7687
7688
7689
7690
7691
7692
7693
7694
7695
7696
7697
7698
7699
7700
7701
7702
7703
7704
7705
7706
7707
7708
7709
7710
7711
7712
7713
7714
7715
7716
7717
7718
7719
7720
7721
7722
7723
7724
7725
7726
7727
7728
7729
7730
7731
7732
7733
7734
7735
7736
7737
7738
7739
7740
7741
7742
7743
7744
7745
7746
7747
7748
7749
7750
7751
7752
7753
7754
7755
7756
7757
7758
7759
7760
7761
7762
7763
7764
7765
7766
7767
7768
7769
7770
7771
7772
7773
7774
7775
7776
7777
7778
7779
7780
7781
7782
7783
7784
7785
7786
7787
7788
7789
7790
7791
7792
7793
7794
7795
7796
7797
7798
7799
7800
7801
7802
7803
7804
7805
7806
7807
7808
7809
7810
7811
7812
7813
7814
7815
7816
7817
7818
7819
7820
7821
7822
7823
7824
7825
7826
7827
7828
7829
7830
7831
7832
7833
7834
7835
7836
7837
7838
7839
7840
7841
7842
7843
7844
7845
7846
7847
7848
7849
7850
7851
7852
7853
7854
7855
7856
7857
7858
7859
7860
7861
7862
7863
7864
7865
7866
7867
7868
7869
7870
7871
7872
7873
7874
7875
7876
7877
7878
7879
7880
7881
7882
7883
7884
7885
7886
7887
7888
7889
7890
7891
7892
7893
7894
7895
7896
7897
7898
7899
7900
7901
7902
7903
7904
7905
7906
7907
7908
7909
7910
7911
7912
7913
7914
7915
7916
7917
7918
7919
7920
7921
7922
7923
7924
7925
7926
7927
7928
7929
7930
7931
7932
7933
7934
7935
7936
7937
7938
7939
7940
7941
7942
7943
7944
7945
7946
7947
7948
7949
7950
7951
7952
7953
7954
7955
7956
7957
7958
7959
7960
7961
7962
7963
7964
7965
7966
7967
7968
7969
7970
7971
7972
7973
7974
7975
7976
7977
7978
7979
7980
7981
7982
7983
7984
7985
7986
7987
7988
7989
7990
7991
7992
7993
7994
7995
7996
7997
7998
7999
8000
8001
8002
8003
8004
8005
8006
8007
8008
8009
8010
8011
8012
8013
8014
8015
8016
8017
8018
8019
8020
8021
8022
8023
8024
8025
8026
8027
8028
8029
8030
8031
8032
8033
8034
8035
8036
8037
8038
8039
8040
8041
8042
8043
8044
8045
8046
8047
8048
8049
8050
8051
8052
8053
8054
8055
8056
8057
8058
8059
8060
8061
8062
8063
8064
8065
8066
8067
8068
8069
8070
8071
8072
8073
8074
8075
8076
8077
8078
8079
8080
8081
8082
8083
8084
8085
8086
8087
8088
8089
8090
8091
8092
8093
8094
8095
8096
8097
8098
8099
8100
8101
8102
8103
8104
8105
8106
8107
8108
8109
8110
8111
8112
8113
8114
8115
8116
8117
8118
8119
8120
8121
8122
8123
8124
8125
8126
8127
8128
8129
8130
8131
8132
8133
8134
8135
8136
8137
8138
8139
8140
8141
8142
8143
8144
8145
8146
8147
8148
8149
8150
8151
8152
8153
8154
8155
8156
8157
8158
8159
8160
8161
8162
8163
8164
8165
8166
8167
8168
8169
8170
8171
8172
8173
8174
8175
8176
8177
8178
8179
8180
8181
8182
8183
8184
8185
8186
8187
8188
8189
8190
8191
8192
8193
8194
8195
8196
8197
8198
8199
8200
8201
8202
8203
8204
8205
8206
8207
8208
8209
8210
8211
8212
8213
8214
8215
8216
8217
8218
8219
8220
8221
8222
8223
8224
8225
8226
8227
8228
8229
8230
8231
8232
8233
8234
8235
8236
8237
8238
8239
8240
8241
8242
8243
8244
8245
8246
8247
8248
8249
8250
8251
8252
8253
8254
8255
8256
8257
8258
8259
8260
8261
8262
8263
8264
8265
8266
8267
8268
8269
8270
8271
8272
8273
8274
8275
8276
8277
8278
8279
8280
8281
8282
8283
8284
8285
8286
8287
8288
8289
8290
8291
8292
8293
8294
8295
8296
8297
8298
8299
8300
8301
8302
8303
8304
8305
8306
8307
8308
8309
8310
8311
8312
8313
8314
8315
8316
8317
8318
8319
8320
8321
8322
8323
8324
8325
8326
8327
8328
8329
8330
8331
8332
8333
8334
8335
8336
8337
8338
8339
8340
8341
8342
8343
8344
8345
8346
8347
8348
8349
8350
8351
8352
8353
8354
8355
8356
8357
8358
8359
8360
8361
8362
8363
8364
8365
8366
8367
8368
8369
8370
8371
8372
8373
8374
8375
8376
8377
8378
8379
8380
8381
8382
8383
8384
8385
8386
8387
8388
8389
8390
8391
8392
8393
8394
8395
8396
8397
8398
8399
8400
8401
8402
8403
8404
8405
8406
8407
8408
8409
8410
8411
8412
8413
8414
8415
8416
8417
8418
8419
8420
8421
8422
8423
8424
8425
8426
8427
8428
8429
8430
8431
8432
8433
8434
8435
8436
8437
8438
8439
8440
8441
8442
8443
8444
8445
8446
8447
8448
8449
8450
8451
8452
8453
8454
8455
8456
8457
8458
8459
8460
8461
8462
8463
8464
8465
8466
8467
8468
8469
8470
8471
8472
8473
8474
8475
8476
8477
8478
8479
8480
8481
8482
8483
8484
8485
8486
8487
8488
8489
8490
8491
8492
8493
8494
8495
8496
8497
8498
8499
8500
8501
8502
8503
8504
8505
8506
8507
8508
8509
8510
8511
8512
8513
8514
8515
8516
8517
8518
8519
8520
8521
8522
8523
8524
8525
8526
8527
8528
8529
8530
8531
8532
8533
8534
8535
8536
8537
8538
8539
8540
8541
8542
8543
8544
8545
8546
8547
8548
8549
8550
8551
8552
8553
8554
8555
8556
8557
8558
8559
8560
8561
8562
8563
8564
8565
8566
8567
8568
8569
8570
8571
8572
8573
8574
8575
8576
8577
8578
8579
8580
8581
8582
8583
8584
8585
8586
8587
8588
8589
8590
8591
8592
8593
8594
8595
8596
8597
8598
8599
8600
8601
8602
8603
8604
8605
8606
8607
8608
8609
8610
8611
8612
8613
8614
8615
8616
8617
8618
8619
8620
8621
8622
8623
8624
8625
8626
8627
8628
8629
8630
8631
8632
8633
8634
8635
8636
8637
8638
8639
8640
8641
8642
8643
8644
8645
8646
8647
8648
8649
8650
8651
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd">
<html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
<head>
<title>Python Logging</title>
<meta http-equiv="Content-Type" content="application/xhtml+xml; charset=UTF-8" />
<meta name="copyright" content="Copyright &#169; Miki Tebeka &lt;miki.tebeka@gmail.com&gt;" />
<meta name="generator" content="AsciiDoc 8.6.7" />
<style type="text/css">
/* Shared CSS for AsciiDoc xhtml11 and html5 backends */

/* Default font. */
body {
  font-family: Georgia,serif;
}

/* Title font. */
h1, h2, h3, h4, h5, h6,
div.title, caption.title,
thead, p.table.header,
#toctitle,
#author, #revnumber, #revdate, #revremark,
#footer {
  font-family: Arial,Helvetica,sans-serif;
}

body {
  margin: 1em 5% 1em 5%;
}

a {
  color: blue;
  text-decoration: underline;
}
a:visited {
  color: fuchsia;
}

em {
  font-style: italic;
  color: navy;
}

strong {
  font-weight: bold;
  color: #083194;
}

h1, h2, h3, h4, h5, h6 {
  color: #527bbd;
  margin-top: 1.2em;
  margin-bottom: 0.5em;
  line-height: 1.3;
}

h1, h2, h3 {
  border-bottom: 2px solid silver;
}
h2 {
  padding-top: 0.5em;
}
h3 {
  float: left;
}
h3 + * {
  clear: left;
}
h5 {
  font-size: 1.0em;
}

div.sectionbody {
  margin-left: 0;
}

hr {
  border: 1px solid silver;
}

p {
  margin-top: 0.5em;
  margin-bottom: 0.5em;
}

ul, ol, li > p {
  margin-top: 0;
}
ul > li     { color: #aaa; }
ul > li > * { color: black; }

pre {
  padding: 0;
  margin: 0;
}

#author {
  color: #527bbd;
  font-weight: bold;
  font-size: 1.1em;
}
#email {
}
#revnumber, #revdate, #revremark {
}

#footer {
  font-size: small;
  border-top: 2px solid silver;
  padding-top: 0.5em;
  margin-top: 4.0em;
}
#footer-text {
  float: left;
  padding-bottom: 0.5em;
}
#footer-badges {
  float: right;
  padding-bottom: 0.5em;
}

#preamble {
  margin-top: 1.5em;
  margin-bottom: 1.5em;
}
div.imageblock, div.exampleblock, div.verseblock,
div.quoteblock, div.literalblock, div.listingblock, div.sidebarblock,
div.admonitionblock {
  margin-top: 1.0em;
  margin-bottom: 1.5em;
}
div.admonitionblock {
  margin-top: 2.0em;
  margin-bottom: 2.0em;
  margin-right: 10%;
  color: #606060;
}

div.content { /* Block element content. */
  padding: 0;
}

/* Block element titles. */
div.title, caption.title {
  color: #527bbd;
  font-weight: bold;
  text-align: left;
  margin-top: 1.0em;
  margin-bottom: 0.5em;
}
div.title + * {
  margin-top: 0;
}

td div.title:first-child {
  margin-top: 0.0em;
}
div.content div.title:first-child {
  margin-top: 0.0em;
}
div.content + div.title {
  margin-top: 0.0em;
}

div.sidebarblock > div.content {
  background: #ffffee;
  border: 1px solid #dddddd;
  border-left: 4px solid #f0f0f0;
  padding: 0.5em;
}

div.listingblock > div.content {
  border: 1px solid #dddddd;
  border-left: 5px solid #f0f0f0;
  background: #f8f8f8;
  padding: 0.5em;
}

div.quoteblock, div.verseblock {
  padding-left: 1.0em;
  margin-left: 1.0em;
  margin-right: 10%;
  border-left: 5px solid #f0f0f0;
  color: #888;
}

div.quoteblock > div.attribution {
  padding-top: 0.5em;
  text-align: right;
}

div.verseblock > pre.content {
  font-family: inherit;
  font-size: inherit;
}
div.verseblock > div.attribution {
  padding-top: 0.75em;
  text-align: left;
}
/* DEPRECATED: Pre version 8.2.7 verse style literal block. */
div.verseblock + div.attribution {
  text-align: left;
}

div.admonitionblock .icon {
  vertical-align: top;
  font-size: 1.1em;
  font-weight: bold;
  text-decoration: underline;
  color: #527bbd;
  padding-right: 0.5em;
}
div.admonitionblock td.content {
  padding-left: 0.5em;
  border-left: 3px solid #dddddd;
}

div.exampleblock > div.content {
  border-left: 3px solid #dddddd;
  padding-left: 0.5em;
}

div.imageblock div.content { padding-left: 0; }
span.image img { border-style: none; }
a.image:visited { color: white; }

dl {
  margin-top: 0.8em;
  margin-bottom: 0.8em;
}
dt {
  margin-top: 0.5em;
  margin-bottom: 0;
  font-style: normal;
  color: navy;
}
dd > *:first-child {
  margin-top: 0.1em;
}

ul, ol {
    list-style-position: outside;
}
ol.arabic {
  list-style-type: decimal;
}
ol.loweralpha {
  list-style-type: lower-alpha;
}
ol.upperalpha {
  list-style-type: upper-alpha;
}
ol.lowerroman {
  list-style-type: lower-roman;
}
ol.upperroman {
  list-style-type: upper-roman;
}

div.compact ul, div.compact ol,
div.compact p, div.compact p,
div.compact div, div.compact div {
  margin-top: 0.1em;
  margin-bottom: 0.1em;
}

tfoot {
  font-weight: bold;
}
td > div.verse {
  white-space: pre;
}

div.hdlist {
  margin-top: 0.8em;
  margin-bottom: 0.8em;
}
div.hdlist tr {
  padding-bottom: 15px;
}
dt.hdlist1.strong, td.hdlist1.strong {
  font-weight: bold;
}
td.hdlist1 {
  vertical-align: top;
  font-style: normal;
  padding-right: 0.8em;
  color: navy;
}
td.hdlist2 {
  vertical-align: top;
}
div.hdlist.compact tr {
  margin: 0;
  padding-bottom: 0;
}

.comment {
  background: yellow;
}

.footnote, .footnoteref {
  font-size: 0.8em;
}

span.footnote, span.footnoteref {
  vertical-align: super;
}

#footnotes {
  margin: 20px 0 20px 0;
  padding: 7px 0 0 0;
}

#footnotes div.footnote {
  margin: 0 0 5px 0;
}

#footnotes hr {
  border: none;
  border-top: 1px solid silver;
  height: 1px;
  text-align: left;
  margin-left: 0;
  width: 20%;
  min-width: 100px;
}

div.colist td {
  padding-right: 0.5em;
  padding-bottom: 0.3em;
  vertical-align: top;
}
div.colist td img {
  margin-top: 0.3em;
}

@media print {
  #footer-badges { display: none; }
}

#toc {
  margin-bottom: 2.5em;
}

#toctitle {
  color: #527bbd;
  font-size: 1.1em;
  font-weight: bold;
  margin-top: 1.0em;
  margin-bottom: 0.1em;
}

div.toclevel0, div.toclevel1, div.toclevel2, div.toclevel3, div.toclevel4 {
  margin-top: 0;
  margin-bottom: 0;
}
div.toclevel2 {
  margin-left: 2em;
  font-size: 0.9em;
}
div.toclevel3 {
  margin-left: 4em;
  font-size: 0.9em;
}
div.toclevel4 {
  margin-left: 6em;
  font-size: 0.9em;
}

span.aqua { color: aqua; }
span.black { color: black; }
span.blue { color: blue; }
span.fuchsia { color: fuchsia; }
span.gray { color: gray; }
span.green { color: green; }
span.lime { color: lime; }
span.maroon { color: maroon; }
span.navy { color: navy; }
span.olive { color: olive; }
span.purple { color: purple; }
span.red { color: red; }
span.silver { color: silver; }
span.teal { color: teal; }
span.white { color: white; }
span.yellow { color: yellow; }

span.aqua-background { background: aqua; }
span.black-background { background: black; }
span.blue-background { background: blue; }
span.fuchsia-background { background: fuchsia; }
span.gray-background { background: gray; }
span.green-background { background: green; }
span.lime-background { background: lime; }
span.maroon-background { background: maroon; }
span.navy-background { background: navy; }
span.olive-background { background: olive; }
span.purple-background { background: purple; }
span.red-background { background: red; }
span.silver-background { background: silver; }
span.teal-background { background: teal; }
span.white-background { background: white; }
span.yellow-background { background: yellow; }

span.big { font-size: 2em; }
span.small { font-size: 0.6em; }

span.underline { text-decoration: underline; }
span.overline { text-decoration: overline; }
span.line-through { text-decoration: line-through; }

div.unbreakable { page-break-inside: avoid; }


/*
 * xhtml11 specific
 *
 * */

tt {
  font-family: "Courier New", Courier, monospace;
  font-size: inherit;
  color: navy;
}

div.tableblock {
  margin-top: 1.0em;
  margin-bottom: 1.5em;
}
div.tableblock > table {
  border: 3px solid #527bbd;
}
thead, p.table.header {
  font-weight: bold;
  color: #527bbd;
}
p.table {
  margin-top: 0;
}
/* Because the table frame attribute is overriden by CSS in most browsers. */
div.tableblock > table[frame="void"] {
  border-style: none;
}
div.tableblock > table[frame="hsides"] {
  border-left-style: none;
  border-right-style: none;
}
div.tableblock > table[frame="vsides"] {
  border-top-style: none;
  border-bottom-style: none;
}


/*
 * html5 specific
 *
 * */

.monospaced {
  font-family: "Courier New", Courier, monospace;
  font-size: inherit;
  color: navy;
}

table.tableblock {
  margin-top: 1.0em;
  margin-bottom: 1.5em;
}
thead, p.tableblock.header {
  font-weight: bold;
  color: #527bbd;
}
p.tableblock {
  margin-top: 0;
}
table.tableblock {
  border-width: 3px;
  border-spacing: 0px;
  border-style: solid;
  border-color: #527bbd;
  border-collapse: collapse;
}
th.tableblock, td.tableblock {
  border-width: 1px;
  padding: 4px;
  border-style: solid;
  border-color: #527bbd;
}

table.tableblock.frame-topbot {
  border-left-style: hidden;
  border-right-style: hidden;
}
table.tableblock.frame-sides {
  border-top-style: hidden;
  border-bottom-style: hidden;
}
table.tableblock.frame-none {
  border-style: hidden;
}

th.tableblock.halign-left, td.tableblock.halign-left {
  text-align: left;
}
th.tableblock.halign-center, td.tableblock.halign-center {
  text-align: center;
}
th.tableblock.halign-right, td.tableblock.halign-right {
  text-align: right;
}

th.tableblock.valign-top, td.tableblock.valign-top {
  vertical-align: top;
}
th.tableblock.valign-middle, td.tableblock.valign-middle {
  vertical-align: middle;
}
th.tableblock.valign-bottom, td.tableblock.valign-bottom {
  vertical-align: bottom;
}


/*
 * manpage specific
 *
 * */

body.manpage h1 {
  padding-top: 0.5em;
  padding-bottom: 0.5em;
  border-top: 2px solid silver;
  border-bottom: 2px solid silver;
}
body.manpage h2 {
  border-style: none;
}
body.manpage div.sectionbody {
  margin-left: 3em;
}

@media print {
  body.manpage div#toc { display: none; }
}
/* slidy.css

   Copyright (c) 2005-2010 W3C (MIT, ERCIM, Keio), All Rights Reserved.
   W3C liability, trademark, document use and software licensing
   rules apply, see:

   http://www.w3.org/Consortium/Legal/copyright-documents
   http://www.w3.org/Consortium/Legal/copyright-software
*/

/*
   SJR: 2010-09-29: Modified for AsciiDoc slidy backend.
   Mostly just commented out stuff that is handled by AsciiDoc's CSS files.
*/

body
{
  margin: 0 0 0 0;
  padding: 0 0 0 0;
  width: 100%;
  height: 100%;
  color: black;
  background-color: white;
/*
  font-family: "Gill Sans MT", "Gill Sans", GillSans, sans-serif;
*/
  font-size: 14pt;
}

div.toolbar {
  position: fixed; z-index: 200;
  top: auto; bottom: 0; left: 0; right: 0;
  height: 1.2em; text-align: right;
  padding-left: 1em;
  padding-right: 1em;
  font-size: 60%;
  color: red;
  background-color: rgb(240,240,240);
  border-top: solid 1px rgb(180,180,180);
}

div.toolbar span.copyright {
  color: black;
  margin-left: 0.5em;
}

div.initial_prompt {
  position: absolute;
  z-index: 1000;
  bottom: 1.2em;
  width: 90%;
  background-color: rgb(200,200,200);
  opacity: 0.35;
  background-color: rgb(200,200,200, 0.35);
  cursor: pointer;
}

div.initial_prompt p.help {
  text-align: center;
}

div.initial_prompt p.close {
  text-align: right;
  font-style: italic;
}

div.slidy_toc {
  position: absolute;
  z-index: 300;
  width: 60%;
  max-width: 30em;
  height: 30em;
  overflow: auto;
  top: auto;
  right: auto;
  left: 4em;
  bottom: 4em;
  padding: 1em;
  background: rgb(240,240,240);
  border-style: solid;
  border-width: 2px;
  font-size: 60%;
}

div.slidy_toc .toc_heading {
  text-align: center;
  width: 100%;
  margin: 0;
  margin-bottom: 1em;
  border-bottom-style: solid;
  border-bottom-color: rgb(180,180,180);
  border-bottom-width: 1px;
}

div.slide {
  z-index: 20;
  margin: 0 0 0 0;
  padding-top: 0;
  padding-bottom: 0;
  padding-left: 20px;
  padding-right: 20px;
  border-width: 0;
  clear: both;
  top: 0;
  bottom: 0;
  left: 0;
  right: 0;
  line-height: 120%;
  background-color: transparent;
}

div.background {
  display: none;
}

div.handout {
  margin-left: 20px;
  margin-right: 20px;
}

div.slide.titlepage {
  text-align: center;
}

div.slide.titlepage.h1 {
  padding-top: 10%;
}

div.slide h1 {
  padding-left: 0;
  padding-right: 20pt;
  padding-top: 4pt;
  padding-bottom: 4pt;
  margin-top: 0;
  margin-left: 0;
  margin-right: 60pt;
  margin-bottom: 0.5em;
  display: block;
  font-size: 160%;
  line-height: 1.2em;
  background: transparent;
}

div.toc {
  position: absolute;
  top: auto;
  bottom: 4em;
  left: 4em;
  right: auto;
  width: 60%;
  max-width: 30em;
  height: 30em;
  border: solid thin black;
  padding: 1em;
  background: rgb(240,240,240);
  color: black;
  z-index: 300;
  overflow: auto;
  display: block;
  visibility: visible;
}

div.toc-heading {
  width: 100%;
  border-bottom: solid 1px rgb(180,180,180);
  margin-bottom: 1em;
  text-align: center;
}

/*
pre {
 font-size: 80%;
 font-weight: bold;
 line-height: 120%;
 padding-top: 0.2em;
 padding-bottom: 0.2em;
 padding-left: 1em;
 padding-right: 1em;
 border-style: solid;
 border-left-width: 1em;
 border-top-width: thin;
 border-right-width: thin;
 border-bottom-width: thin;
 border-color: #95ABD0;
 color: #00428C;
 background-color: #E4E5E7;
}
*/

/*
li pre { margin-left: 0; }

blockquote { font-style: italic }

img { background-color: transparent }

p.copyright { font-size: smaller }
*/

.center { text-align: center }
.footnote { font-size: smaller; margin-left: 2em; }

/*
a img { border-width: 0; border-style: none }
*/

a:visited { color: navy }
a:link { color: navy }
a:hover { color: red; text-decoration: underline }
a:active { color: red; text-decoration: underline }

a {text-decoration: none}
.navbar a:link {color: white}
.navbar a:visited {color: yellow}
.navbar a:active {color: red}
.navbar a:hover {color: red}

/*
ul { list-style-type: square; }
ul ul { list-style-type: disc; }
ul ul ul { list-style-type: circle; }
ul ul ul ul { list-style-type: disc; }
li { margin-left: 0.5em; margin-top: 0.5em; }
li li { font-size: 85%; font-style: italic }
li li li { font-size: 85%; font-style: normal }
*/

div dt
{
  margin-left: 0;
  margin-top: 1em;
  margin-bottom: 0.5em;
  font-weight: bold;
}
div dd
{
  margin-left: 2em;
  margin-bottom: 0.5em;
}


/*
p,pre,ul,ol,blockquote,h2,h3,h4,h5,h6,dl,table {
  margin-left: 1em;
  margin-right: 1em;
}
*/

p.subhead { font-weight: bold; margin-top: 2em; }

.smaller { font-size: smaller }
.bigger { font-size: 130% }

/*
td,th { padding: 0.2em }
*/

ul {
  margin: 0.5em 1.5em 0.5em 1.5em;
  padding: 0;
}

ol {
  margin: 0.5em 1.5em 0.5em 1.5em;
  padding: 0;
}

ul { list-style-type: square; }
ul ul { list-style-type: disc; }
ul ul ul { list-style-type: circle; }
ul ul ul ul { list-style-type: disc; }

/*
ul li {
  list-style: square;
  margin: 0.1em 0em 0.6em 0;
  padding: 0 0 0 0;
  line-height: 140%;
}

ol li {
  margin: 0.1em 0em 0.6em 1.5em;
  padding: 0 0 0 0px;
  line-height: 140%;
  list-style-type: decimal;
}

li ul li {
  font-size: 85%;
  font-style: italic;
  list-style-type: disc;
  background: transparent;
  padding: 0 0 0 0;
}
li li ul li {
  font-size: 85%;
  font-style: normal;
  list-style-type: circle;
  background: transparent;
  padding: 0 0 0 0;
}
li li li ul li {
  list-style-type: disc;
  background: transparent;
  padding: 0 0 0 0;
}

li ol li {
  list-style-type: decimal;
}


li li ol li {
  list-style-type: decimal;
}
*/

/*
 setting class="outline" on ol or ul makes it behave as an
 ouline list where blocklevel content in li elements is
 hidden by default and can be expanded or collapsed with
 mouse click. Set class="expand" on li to override default
*/

ol.outline li:hover { cursor: pointer }
ol.outline li.nofold:hover { cursor: default }

ul.outline li:hover { cursor: pointer }
ul.outline li.nofold:hover { cursor: default }

ol.outline { list-style:decimal; }
ol.outline ol { list-style-type:lower-alpha }

ol.outline li.nofold {
  padding: 0 0 0 20px;
  background: transparent url(../graphics/nofold-dim.gif) no-repeat 0px 0.5em;
}
ol.outline li.unfolded {
  padding: 0 0 0 20px;
  background: transparent url(../graphics/fold-dim.gif) no-repeat 0px 0.5em;
}
ol.outline li.folded {
  padding: 0 0 0 20px;
  background: transparent url(../graphics/unfold-dim.gif) no-repeat 0px 0.5em;
}
ol.outline li.unfolded:hover {
  padding: 0 0 0 20px;
  background: transparent url(../graphics/fold.gif) no-repeat 0px 0.5em;
}
ol.outline li.folded:hover {
  padding: 0 0 0 20px;
  background: transparent url(../graphics/unfold.gif) no-repeat 0px 0.5em;
}

ul.outline li.nofold {
  padding: 0 0 0 20px;
  background: transparent url(../graphics/nofold-dim.gif) no-repeat 0px 0.5em;
}
ul.outline li.unfolded {
  padding: 0 0 0 20px;
  background: transparent url(../graphics/fold-dim.gif) no-repeat 0px 0.5em;
}
ul.outline li.folded {
  padding: 0 0 0 20px;
  background: transparent url(../graphics/unfold-dim.gif) no-repeat 0px 0.5em;
}
ul.outline li.unfolded:hover {
  padding: 0 0 0 20px;
  background: transparent url(../graphics/fold.gif) no-repeat 0px 0.5em;
}
ul.outline li.folded:hover {
  padding: 0 0 0 20px;
  background: transparent url(../graphics/unfold.gif) no-repeat 0px 0.5em;
}

/* for slides with class "title" in table of contents */
a.titleslide { font-weight: bold; font-style: italic }

/*
 hide images for work around for save as bug
 where browsers fail to save images used by CSS
*/
img.hidden { display: none; visibility: hidden }
div.initial_prompt { display: none; visibility: hidden }

  div.slide {
     visibility: visible;
     position: inherit;
  }
  div.handout {
     border-top-style: solid;
     border-top-width: thin;
     border-top-color: black;
  }

@media screen {
  .hidden { display: none; visibility: visible }

  div.slide.hidden { display: block; visibility: visible }
  div.handout.hidden { display: block; visibility: visible }
  div.background { display: none; visibility: hidden }
  body.single_slide div.initial_prompt { display: block; visibility: visible }
  body.single_slide div.background { display: block; visibility: visible }
  body.single_slide div.background.hidden { display: none; visibility: hidden }
  body.single_slide .invisible { visibility: hidden }
  body.single_slide .hidden { display: none; visibility: hidden }
  body.single_slide div.slide { position: absolute }
  body.single_slide div.handout { display: none; visibility: hidden }
}

@media print {
  .hidden { display: block; visibility: visible }

/*
  div.slide pre { font-size: 60%; padding-left: 0.5em; }
*/
  div.toolbar { display: none; visibility: hidden; }
  div.slidy_toc { display: none; visibility: hidden; }
  div.background { display: none; visibility: hidden; }
  div.slide { page-break-before: always }
  /* :first-child isn't reliable for print media */
  div.slide.first-slide { page-break-before: avoid }
}


/* SJR: AsciiDoc slidy backend tweaks */

ol, ul {
  margin: 0.8em 1.5em 0.8em 1.8em;
}
li > ul, li > ol {
  margin-top: 0.5em;
}

.outline > li.folded,
.outline > li.unfolded {
  color: #527bbd;
}
ul > li{ color: #aaa; }
ul > li > *, ol > li > * { color: black; }

li {
  margin-top: 0.5em;
  margin-bottom: 0.5em;
}
/*
  pygmentize filter
*/
.highlight .hll { background-color: #ffffcc }
.highlight  { background: #f4f4f4; }
.highlight .c { color: #008800; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #AA22FF; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .cm { color: #008800; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #008800 } /* Comment.Preproc */
.highlight .c1 { color: #008800; font-style: italic } /* Comment.Single */
.highlight .cs { color: #008800; font-weight: bold } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #808080 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0040D0 } /* Generic.Traceback */
.highlight .kc { color: #AA22FF; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #AA22FF; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #AA22FF; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #AA22FF } /* Keyword.Pseudo */
.highlight .kr { color: #AA22FF; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #00BB00; font-weight: bold } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BB4444 } /* Literal.String */
.highlight .na { color: #BB4444 } /* Name.Attribute */
.highlight .nb { color: #AA22FF } /* Name.Builtin */
.highlight .nc { color: #0000FF } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #00A000 } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #B8860B } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sb { color: #BB4444 } /* Literal.String.Backtick */
.highlight .sc { color: #BB4444 } /* Literal.String.Char */
.highlight .sd { color: #BB4444; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BB4444 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BB4444 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BB4444 } /* Literal.String.Single */
.highlight .ss { color: #B8860B } /* Literal.String.Symbol */
.highlight .bp { color: #AA22FF } /* Name.Builtin.Pseudo */
.highlight .vc { color: #B8860B } /* Name.Variable.Class */
.highlight .vg { color: #B8860B } /* Name.Variable.Global */
.highlight .vi { color: #B8860B } /* Name.Variable.Instance */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */

/* Vertical lines between line numbers and code */
div.linenodiv {
    border-right:1px solid gray;
    padding-right:2px;
    margin-right:2px;
}
</style>
<script type="text/javascript">
/*<![CDATA[*/
/* slidy.js

   Copyright (c) 2005-2010 W3C (MIT, ERCIM, Keio), All Rights Reserved.
   W3C liability, trademark, document use and software licensing
   rules apply, see:

   http://www.w3.org/Consortium/Legal/copyright-documents
   http://www.w3.org/Consortium/Legal/copyright-software
*/

// the slidy object implementation
var w3c_slidy = {
  // classify which kind of browser we're running under
  ns_pos: (typeof window.pageYOffset!='undefined'),
  khtml: ((navigator.userAgent).indexOf("KHTML") >= 0 ? true : false),
  opera: ((navigator.userAgent).indexOf("Opera") >= 0 ? true : false),
  ipad: ((navigator.userAgent).indexOf("iPad") >= 0 ? true : false),
  iphone: ((navigator.userAgent).indexOf("iPhone") >= 0 ? true : false),
  ie: (typeof document.all != "undefined" && !this.opera),
  ie6: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 6") != -1),
  ie7: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 7") != -1),
  ie8: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 8") != -1),
  ie9: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 9") != -1),
  keyboardless: (this.ipad || this.iphone),

  // are we running as XHTML? (doesn't work on Opera)
  is_xhtml: /xml/.test(document.contentType),

  slide_number: 0, // integer slide count: 0, 1, 2, ...
  slide_number_element: null, // element containing slide number
  slides: [], // set to array of slide div's
  notes: [], // set to array of handout div's
  backgrounds: [], // set to array of background div's
  toolbar: null, // element containing toolbar
  title: null, // document title
  last_shown: null, // last incrementally shown item
  eos: null,  // span element for end of slide indicator
  toc: null, // table of contents
  outline: null, // outline element with the focus
  selected_text_len: 0, // length of drag selection on document
  view_all: 0,  // 1 to view all slides + handouts
  want_toolbar: true,  // user preference to show/hide toolbar
  mouse_click_enabled: true, // enables left click for next slide
  scroll_hack: 0, // IE work around for position: fixed
  disable_slide_click: false,  // used by clicked anchors

  lang: "en", // updated to language specified by html file

  help_anchor: null, // used for keyboard focus hack in showToolbar()
  help_page: "http://www.w3.org/Talks/Tools/Slidy2/help/help.html",
  help_text: "Navigate with mouse click, space bar, Cursor Left/Right, " +
             "or Pg Up and Pg Dn. Use S and B to change font size.",

  size_index: 0,
  size_adjustment: 0,
  sizes:  new Array("10pt", "12pt", "14pt", "16pt", "18pt", "20pt",
                    "22pt", "24pt", "26pt", "28pt", "30pt", "32pt"),

  // needed for efficient resizing
  last_width: 0,
  last_height: 0,


  // Needed for cross browser support for relative width/height on
  // object elements. The work around is to save width/height attributes
  // and then to recompute absolute width/height dimensions on resizing
   objects: [],

  // attach initialiation event handlers
  set_up: function () {
    var init = function() { w3c_slidy.init(); };
    if (typeof window.addEventListener != "undefined")
      window.addEventListener("load", init, false);
    else
      window.attachEvent("onload", init);
  },

  hide_slides: function () {
    if (document.body && !w3c_slidy.initialized)
      document.body.style.visibility = "hidden";
    else
      setTimeout(w3c_slidy.hide_slides, 50);
  },

  // hack to persuade IE to compute correct document height
  // as needed for simulating fixed positioning of toolbar
  ie_hack: function () {
    window.resizeBy(0,-1);
    window.resizeBy(0, 1);
  },

  init: function () {
    //alert("slidy starting test 10");
    document.body.style.visibility = "visible";
    w3c_slidy_i18n.init();
    this.add_toolbar();
    this.wrap_implicit_slides();
    this.collect_slides();
    this.collect_notes();
    this.collect_backgrounds();
    this.objects = document.body.getElementsByTagName("object");
    this.patch_anchors();
    this.slide_number = this.find_slide_number(location.href);
    window.offscreenbuffering = true;
    this.size_adjustment = this.find_size_adjust();
    this.time_left = this.find_duration();
    this.hide_image_toolbar();  // suppress IE image toolbar popup
    this.init_outliner();  // activate fold/unfold support
    this.title = document.title;

    // work around for opera bug
    this.is_xhtml = (document.body.tagName == "BODY" ? false : true);

    if (this.slides.length > 0)
    {
      var slide = this.slides[this.slide_number];

      if (this.slide_number > 0)
      {
        this.set_visibility_all_incremental("visible");
        this.last_shown = this.previous_incremental_item(null);
        this.set_eos_status(true);
      }
      else
      {
        this.last_shown = null;
        this.set_visibility_all_incremental("hidden");
        this.set_eos_status(!this.next_incremental_item(this.last_shown));
      }

      this.set_location();
      this.add_class(this.slides[0], "first-slide");
      w3c_slidy.show_slide(slide);
    }

    this.toc = this.table_of_contents();

    this.add_initial_prompt();

    // bind event handlers without interfering with custom page scripts
    // Tap events behave too weirdly to support clicks reliably on
    // iPhone and iPad, so exclude these from click handler

    if (!this.keyboardless)
      this.add_listener(document.body, "click", this.mouse_button_click);

    this.add_listener(document, "keydown", this.key_down);
    this.add_listener(document, "keypress", this.key_press);
    this.add_listener(window, "resize", this.resized);
    this.add_listener(window, "scroll", this.scrolled);
    this.add_listener(window, "unload", this.unloaded);

    if (!document.body.onclick)
      document.body.onclick = function () { };

    this.single_slide_view();

    //this.set_location();

    this.resized();

    if (this.ie7)
      setTimeout(w3c_slidy.ie_hack, 100);

    this.show_toolbar();

    // for back button detection
    setInterval(function () { w3c_slidy.check_location(); }, 200);
    w3c_slidy.initialized = true;
  },

  // create div element with links to each slide
  table_of_contents: function () {
    var toc = this.create_element("div");
    this.add_class(toc, "slidy_toc hidden");
    //toc.setAttribute("tabindex", "0");

    var heading = this.create_element("div");
    this.add_class(heading, "toc-heading");
    heading.innerHTML = "Table of Contents".localize();

    toc.appendChild(heading);
    var previous = null;

    for (var i = 0; i < this.slides.length; ++i)
    {
      var title = this.has_class(this.slides[i], "title");
      var num = document.createTextNode((i + 1) + ". ");

      toc.appendChild(num);

      var a = this.create_element("a");
      a.setAttribute("href", "#(" + (i+1) + ")");

      if (title)
        this.add_class(a, "titleslide");

      var name = document.createTextNode(this.slide_name(i));
      a.appendChild(name);
      a.onclick = w3c_slidy.toc_click;
      a.onkeydown = w3c_slidy.toc_keydown;
      a.previous = previous;

      if (previous)
        previous.next = a;

      toc.appendChild(a);

      if (i == 0)
        toc.first = a;

      if (i < this.slides.length - 1)
      {
        var br = this.create_element("br");
        toc.appendChild(br);
      }

      previous = a;
    }

    toc.focus = function () {
      if (this.first)
        this.first.focus();
    }

    toc.onmouseup = w3c_slidy.mouse_button_up;

    toc.onclick = function (e) {
      e||(e=window.event);

      if (w3c_slidy.selected_text_len <= 0)
         w3c_slidy.hide_table_of_contents();

      w3c_slidy.stop_propagation(e);

      if (e.cancel != undefined)
        e.cancel = true;

      if (e.returnValue != undefined)
        e.returnValue = false;

      return false;
    };

    document.body.insertBefore(toc, document.body.firstChild);
    return toc;
  },

  is_shown_toc: function () {
    return !w3c_slidy.has_class(w3c_slidy.toc, "hidden");
  },

  show_table_of_contents: function () {
    w3c_slidy.remove_class(w3c_slidy.toc, "hidden");
    var toc = w3c_slidy.toc;
    toc.focus();

    if (w3c_slidy.ie7 && w3c_slidy.slide_number == 0)
      setTimeout(w3c_slidy.ie_hack, 100);
  },

  hide_table_of_contents: function () {
    w3c_slidy.add_class(w3c_slidy.toc, "hidden");

    if (!w3c_slidy.opera)
      w3c_slidy.help_anchor.focus();
  },

  toggle_table_of_contents: function () {
    if (w3c_slidy.is_shown_toc())
      w3c_slidy.hide_table_of_contents();
    else
      w3c_slidy.show_table_of_contents();
  },

  // called on clicking toc entry
  toc_click: function (e) {
    if (!e)
      e = window.event;

    var target = w3c_slidy.get_target(e);

    if (target && target.nodeType == 1)
    {
      var uri = target.getAttribute("href");

      if (uri)
      {
        //alert("going to " + uri);
        var slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);
        w3c_slidy.slide_number = w3c_slidy.find_slide_number(uri);
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.last_shown = null;
        w3c_slidy.set_location();
        w3c_slidy.set_visibility_all_incremental("hidden");
        w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
        w3c_slidy.show_slide(slide);
        //target.focus();

        try
        {
          if (!w3c_slidy.opera)
            w3c_slidy.help_anchor.focus();
        }
        catch (e)
        {
        }
      }
    }

    w3c_slidy.hide_table_of_contents(e);
    if (w3c_slidy.ie7) w3c_slidy.ie_hack();
    w3c_slidy.stop_propagation(e);
    return w3c_slidy.cancel(e);
  },

  // called onkeydown for toc entry
  toc_keydown: function (event) {
    var key;

    if (!event)
      var event = window.event;

    // kludge around NS/IE differences
    if (window.event)
      key = window.event.keyCode;
    else if (event.which)
      key = event.which;
    else
      return true; // Yikes! unknown browser

    // ignore event if key value is zero
    // as for alt on Opera and Konqueror
    if (!key)
      return true;

    // check for concurrent control/command/alt key
    // but are these only present on mouse events?

    if (event.ctrlKey || event.altKey)
      return true;

    if (key == 13)
    {
      var uri = this.getAttribute("href");

      if (uri)
      {
        //alert("going to " + uri);
       var slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);
        w3c_slidy.slide_number = w3c_slidy.find_slide_number(uri);
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.last_shown = null;
        w3c_slidy.set_location();
        w3c_slidy.set_visibility_all_incremental("hidden");
        w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
        w3c_slidy.show_slide(slide);
        //target.focus();

        try
        {
          if (!w3c_slidy.opera)
            w3c_slidy.help_anchor.focus();
        }
        catch (e)
        {
        }
      }

      w3c_slidy.hide_table_of_contents();

      if (self.ie7)
       w3c_slidy.ie_hack();

      return w3c_slidy.cancel(event);
    }

    if (key == 40 && this.next)
    {
      this.next.focus();
      return w3c_slidy.cancel(event);
    }

    if (key == 38 && this.previous)
    {
      this.previous.focus();
      return w3c_slidy.cancel(event);
    }

    return true;
  },


  // ### OBSOLETE ###
  before_print: function () {
    this.show_all_slides();
    this.hide_toolbar();
    alert("before print");
  },

  // ### OBSOLETE ###
  after_print: function () {
    if (!this.view_all)
    {
      this.single_slide_view();
      this.show_toolbar();
    }
    alert("after print");
  },

  // ### OBSOLETE ###
  print_slides: function () {
    this.before_print();
    window.print();
    this.after_print();
  },

  // ### OBSOLETE ?? ###
  toggle_view: function () {
    if (this.view_all)
    {
      this.single_slide_view();
      this.show_toolbar();
      this.view_all = 0;
    }
    else
    {
      this.show_all_slides();
      this.hide_toolbar();
      this.view_all = 1;
    }
  },

  // prepare for printing  ### OBSOLETE ###
  show_all_slides: function () {
    this.remove_class(document.body, "single_slide");
    this.set_visibility_all_incremental("visible");
  },

  // restore after printing  ### OBSOLETE ###
  single_slide_view: function () {
    this.add_class(document.body, "single_slide");
    this.set_visibility_all_incremental("visible");
    this.last_shown = this.previous_incremental_item(null);
  },

  // suppress IE's image toolbar pop up
  hide_image_toolbar: function () {
    if (!this.ns_pos)
    {
      var images = document.getElementsByTagName("IMG");

      for (var i = 0; i < images.length; ++i)
        images[i].setAttribute("galleryimg", "no");
    }
  },

  unloaded: function (e) {
    //alert("unloaded");
  },

  // Safari and Konqueror don't yet support getComputedStyle()
  // and they always reload page when location.href is updated
  is_KHTML: function () {
    var agent = navigator.userAgent;
    return (agent.indexOf("KHTML") >= 0 ? true : false);
  },

  // find slide name from first h1 element
  // default to document title + slide number
  slide_name: function (index) {
    var name = null;
    var slide = this.slides[index];

    var heading = this.find_heading(slide);

    if (heading)
      name = this.extract_text(heading);

    if (!name)
      name = this.title + "(" + (index + 1) + ")";

    name.replace(/\&/g, "&amp;");
    name.replace(/\</g, "&lt;");
    name.replace(/\>/g, "&gt;");

    return name;
  },

  // find first h1 element in DOM tree
  find_heading: function (node) {
    if (!node || node.nodeType != 1)
      return null;

    if (node.nodeName == "H1" || node.nodeName == "h1")
      return node;

    var child = node.firstChild;

    while (child)
    {
      node = this.find_heading(child);

      if (node)
        return node;

      child = child.nextSibling;
    }

    return null;
  },

  // recursively extract text from DOM tree
  extract_text: function (node) {
    if (!node)
      return "";

    // text nodes
    if (node.nodeType == 3)
      return node.nodeValue;

    // elements
    if (node.nodeType == 1)
    {
      node = node.firstChild;
      var text = "";

      while (node)
      {
        text = text + this.extract_text(node);
        node = node.nextSibling;
      }

      return text;
    }

    return "";
  },

  // find copyright text from meta element
  find_copyright: function () {
    var name, content;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "copyright")
        return content;
    }

    return null;
  },

  find_size_adjust: function () {
    var name, content, offset;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "font-size-adjustment")
        return 1 * content;
    }

    return 1;
  },

  // <meta name="duration" content="20" />  for 20 minutes
  find_duration: function () {
    var name, content, offset;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "duration")
        return 60000 * content;
    }

    return null;
  },

  replace_by_non_breaking_space: function (str) {
    for (var i = 0; i < str.length; ++i)
      str[i] = 160;
  },

  // ### CHECK ME ### is use of "li" okay for text/html?
  // for XHTML do we also need to specify namespace?
  init_outliner: function () {
    var items = document.getElementsByTagName("li");

    for (var i = 0; i < items.length; ++i)
    {
      var target = items[i];

      if (!this.has_class(target.parentNode, "outline"))
        continue;

      target.onclick = this.outline_click;
/* ### more work needed for IE6
      if (!this.ns_pos)
      {
        target.onmouseover = this.hover_outline;
        target.onmouseout = this.unhover_outline;
      }
*/
      if (this.foldable(target))
      {
        target.foldable = true;
        target.onfocus = function () {w3c_slidy.outline = this;};
        target.onblur = function () {w3c_slidy.outline = null;};

        if (!target.getAttribute("tabindex"))
          target.setAttribute("tabindex", "0");

        if (this.has_class(target, "expand"))
          this.unfold(target);
        else
          this.fold(target);
      }
      else
      {
        this.add_class(target, "nofold");
        target.visible = true;
        target.foldable = false;
      }
    }
  },

  foldable: function (item) {
    if (!item || item.nodeType != 1)
      return false;

    var node = item.firstChild;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node))
        return true;

      node = node.nextSibling;
    }

    return false;
  },

  // ### CHECK ME ### switch to add/remove "hidden" class
  fold: function (item) {
    if (item)
    {
      this.remove_class(item, "unfolded");
      this.add_class(item, "folded");
    }

    var node = item ? item.firstChild : null;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node)) // element
      {
         w3c_slidy.add_class(node, "hidden");
      }

      node = node.nextSibling;
    }

    item.visible = false;
  },

  // ### CHECK ME ### switch to add/remove "hidden" class
  unfold: function (item) {
    if (item)
    {
      this.add_class(item, "unfolded");
      this.remove_class(item, "folded");
    }

    var node = item ? item.firstChild : null;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node)) // element
      {
        w3c_slidy.remove_class(node, "hidden");
      }

      node = node.nextSibling;
    }

    item.visible = true;
  },

  outline_click: function (e) {
    if (!e)
      e = window.event;

    var rightclick = false;
    var target = w3c_slidy.get_target(e);

    while (target && target.visible == undefined)
      target = target.parentNode;

    if (!target)
      return true;

    if (e.which)
      rightclick = (e.which == 3);
    else if (e.button)
      rightclick = (e.button == 2);

    if (!rightclick && target.visible != undefined)
    {
      if (target.foldable)
      {
        if (target.visible)
          w3c_slidy.fold(target);
        else
          w3c_slidy.unfold(target);
      }

      w3c_slidy.stop_propagation(e);
      e.cancel = true;
      e.returnValue = false;
    }

    return false;
  },

  add_initial_prompt: function () {
    var prompt = this.create_element("div");
    prompt.setAttribute("class", "initial_prompt");

    var p1 = this.create_element("p");
    prompt.appendChild(p1);
    p1.setAttribute("class", "help");

    if (this.keyboardless)
      p1.innerHTML = "Tap footer to move to next slide";
    else
      p1.innerHTML = "Space or Right Arrow to move to next " +
                     "slide, click help below for more details";

    this.add_listener(prompt, "click", function (e) {
      document.body.removeChild(prompt);
      w3c_slidy.stop_propagation(e);

      if (e.cancel != undefined)
        e.cancel = true;

      if (e.returnValue != undefined)
        e.returnValue = false;

      return false;
    });

    document.body.appendChild(prompt);
    this.initial_prompt = prompt;
    setTimeout(function() {document.body.removeChild(prompt);}, 5000);
  },

  add_toolbar: function () {
    var counter, page;

     this.toolbar = this.create_element("div");
     this.toolbar.setAttribute("class", "toolbar");

     // a reasonably behaved browser
     if (this.ns_pos || !this.ie6)
     {
       var right = this.create_element("div");
       right.setAttribute("style", "float: right; text-align: right");

       counter = this.create_element("span")
       counter.innerHTML = "slide".localize() + " n/m";
       right.appendChild(counter);
       this.toolbar.appendChild(right);

       var left = this.create_element("div");
       left.setAttribute("style", "text-align: left");

       // global end of slide indicator
       this.eos = this.create_element("span");
       this.eos.innerHTML = "* ";
       left.appendChild(this.eos);

       var help = this.create_element("a");
       help.setAttribute("href", this.help_page);
       help.setAttribute("title", this.help_text.localize());
       help.innerHTML = "help?".localize();
       left.appendChild(help);
       this.help_anchor = help;  // save for focus hack

       var gap1 = document.createTextNode(" ");
       left.appendChild(gap1);

       var contents = this.create_element("a");
       contents.setAttribute("href", "javascript:w3c_slidy.toggle_table_of_contents()");
       contents.setAttribute("title", "table of contents".localize());
       contents.innerHTML = "contents?".localize();
       left.appendChild(contents);

       var gap2 = document.createTextNode(" ");
       left.appendChild(gap2);

       var copyright = this.find_copyright();

       if (copyright)
       {
         var span = this.create_element("span");
         span.className = "copyright";
         span.innerHTML = copyright;
         left.appendChild(span);
       }

       this.toolbar.setAttribute("tabindex", "0");
       this.toolbar.appendChild(left);
     }
     else // IE6 so need to work around its poor CSS support
     {
       this.toolbar.style.position = (this.ie7 ? "fixed" : "absolute");
       this.toolbar.style.zIndex = "200";
       this.toolbar.style.width = "99.9%";
       this.toolbar.style.height = "1.2em";
       this.toolbar.style.top = "auto";
       this.toolbar.style.bottom = "0";
       this.toolbar.style.left = "0";
       this.toolbar.style.right = "0";
       this.toolbar.style.textAlign = "left";
       this.toolbar.style.fontSize = "60%";
       this.toolbar.style.color = "red";
       this.toolbar.borderWidth = 0;
       this.toolbar.className = "toolbar";
       this.toolbar.style.background = "rgb(240,240,240)";

       // would like to have help text left aligned
       // and page counter right aligned, floating
       // div's don't work, so instead use nested
       // absolutely positioned div's.

       var sp = this.create_element("span");
       sp.innerHTML = "&nbsp;&nbsp;*&nbsp;";
       this.toolbar.appendChild(sp);
       this.eos = sp;  // end of slide indicator

       var help = this.create_element("a");
       help.setAttribute("href", this.help_page);
       help.setAttribute("title", this.help_text.localize());
       help.innerHTML = "help?".localize();
       this.toolbar.appendChild(help);
       this.help_anchor = help;  // save for focus hack

       var gap1 = document.createTextNode(" ");
       this.toolbar.appendChild(gap1);

       var contents = this.create_element("a");
       contents.setAttribute("href", "javascript:toggleTableOfContents()");
       contents.setAttribute("title", "table of contents".localize());
       contents.innerHTML = "contents?".localize();
       this.toolbar.appendChild(contents);

       var gap2 = document.createTextNode(" ");
       this.toolbar.appendChild(gap2);

       var copyright = this.find_copyright();

       if (copyright)
       {
         var span = this.create_element("span");
         span.innerHTML = copyright;
         span.style.color = "black";
         span.style.marginLeft = "0.5em";
         this.toolbar.appendChild(span);
       }

       counter = this.create_element("div")
       counter.style.position = "absolute";
       counter.style.width = "auto"; //"20%";
       counter.style.height = "1.2em";
       counter.style.top = "auto";
       counter.style.bottom = 0;
       counter.style.right = "0";
       counter.style.textAlign = "right";
       counter.style.color = "red";
       counter.style.background = "rgb(240,240,240)";

       counter.innerHTML = "slide".localize() + " n/m";
       this.toolbar.appendChild(counter);
     }

     // ensure that click isn't passed through to the page
     this.toolbar.onclick =
         function (e) {
           if (!e)
             e = window.event;

           var target = e.target;

           if (!target && e.srcElement)
             target = e.srcElement;

           // work around Safari bug
           if (target && target.nodeType == 3)
             target = target.parentNode;

           w3c_slidy.stop_propagation(e);

           if (target && target.nodeName.toLowerCase() != "a")
             w3c_slidy.mouse_button_click(e);
         };

     this.slide_number_element = counter;
     this.set_eos_status(false);
     document.body.appendChild(this.toolbar);
  },

  // wysiwyg editors make it hard to use div elements
  // e.g. amaya loses the div when you copy and paste
  // this function wraps div elements around implicit
  // slides which start with an h1 element and continue
  // up to the next heading or div element
  wrap_implicit_slides: function () {
    var i, heading, node, next, div;
    var headings = document.getElementsByTagName("h1");

    if (!headings)
      return;

    for (i = 0; i < headings.length; ++i)
    {
      heading = headings[i];

      if (heading.parentNode != document.body)
        continue;

      node = heading.nextSibling;

      div = document.createElement("div");
      this.add_class(div, "slide");
      document.body.replaceChild(div, heading);
      div.appendChild(heading);

      while (node)
      {
        if (node.nodeType == 1 &&    // an element
             (node.nodeName == "H1" ||
              node.nodeName == "h1" ||
              node.nodeName == "DIV" ||
              node.nodeName == "div"))
          break;

        next = node.nextSibling;
        node = document.body.removeChild(node);
        div.appendChild(node);
        node = next;
      }
    }
  },

// return new array of all slides
  collect_slides: function () {
    var slides = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "slide"))
      {
        // add slide to collection
        slides[slides.length] = div;

        // hide each slide as it is found
        this.add_class(div, "hidden");

        // add dummy <br/> at end for scrolling hack
        var node1 = document.createElement("br");
        div.appendChild(node1);
        var node2 = document.createElement("br");
        div.appendChild(node2);
      }
      else if (this.has_class(div, "background"))
      {  // work around for Firefox SVG reload bug
        // which otherwise replaces 1st SVG graphic with 2nd
        div.style.display = "block";
      }
    }

    this.slides = slides;
  },

  // return new array of all <div class="handout">
  collect_notes: function () {
    var notes = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "handout"))
      {
        // add note to collection
        notes[notes.length] = div;

        // and hide it
        this.add_class(div, "hidden");
      }
    }

    this.notes = notes;
  },

  // return new array of all <div class="background">
  // including named backgrounds e.g. class="background titlepage"
  collect_backgrounds: function () {
    var backgrounds = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "background"))
      {
        // add background to collection
        backgrounds[backgrounds.length] = div;

        // and hide it
        this.add_class(div, "hidden");
      }
    }

    this.backgrounds = backgrounds;
  },

  // set click handlers on all anchors
  patch_anchors: function () {
    var self = w3c_slidy;
    var handler = function (event) {
      // compare this.href with location.href
      // for link to another slide in this doc

      if (self.page_address(this.href) == self.page_address(location.href))
      {
        // yes, so find new slide number
        var newslidenum = self.find_slide_number(this.href);

        if (newslidenum != self.slide_number)
        {
          var slide = self.slides[self.slide_number];
          self.hide_slide(slide);
          self.slide_number = newslidenum;
          slide = self.slides[self.slide_number];
          self.show_slide(slide);
          self.set_location();
        }
      }
      else if (this.target == null)
        location.href = this.href;

      this.blur();
      self.disable_slide_click = true;
    };

    var anchors = document.body.getElementsByTagName("a");

    for (var i = 0; i < anchors.length; ++i)
    {
      if (window.addEventListener)
        anchors[i].addEventListener("click", handler, false);
      else
        anchors[i].attachEvent("onclick", handler);
    }
  },

  // ### CHECK ME ### see which functions are invoked via setTimeout
  // either directly or indirectly for use of w3c_slidy vs this
  show_slide_number: function () {
    var timer = w3c_slidy.get_timer();
    w3c_slidy.slide_number_element.innerHTML = timer + "slide".localize() + " " +
           (w3c_slidy.slide_number + 1) + "/" + w3c_slidy.slides.length;
  },

  // every 200mS check if the location has been changed as a
  // result of the user activating the Back button/menu item
  // doesn't work for Opera < 9.5
  check_location: function () {
    var hash = location.hash;

    if (w3c_slidy.slide_number > 0 && (hash == "" || hash == "#"))
      w3c_slidy.goto_slide(0);
    else if (hash.length > 2 && hash != "#("+(w3c_slidy.slide_number+1)+")")
    {
      var num = parseInt(location.hash.substr(2));

      if (!isNaN(num))
        w3c_slidy.goto_slide(num-1);
    }

    if (w3c_slidy.time_left && w3c_slidy.slide_number > 0)
    {
      w3c_slidy.show_slide_number();

      if (w3c_slidy.time_left > 0)
        w3c_slidy.time_left -= 200;
    }
  },

  get_timer: function () {
    var timer = "";
    if (w3c_slidy.time_left)
    {
      var mins, secs;
      secs = Math.floor(w3c_slidy.time_left/1000);
      mins = Math.floor(secs / 60);
      secs = secs % 60;
      timer = (mins ? mins+"m" : "") + secs + "s ";
    }

    return timer;
  },

  // this doesn't push location onto history stack for IE
  // for which a hidden iframe hack is needed: load page into
  // the iframe with script that set's parent's location.hash
  // but that won't work for standalone use unless we can
  // create the page dynamically via a javascript: URL
  set_location: function () {
     var uri = w3c_slidy.page_address(location.href);
     var hash = "#(" + (w3c_slidy.slide_number+1) + ")";

     if (w3c_slidy.slide_number >= 0)
       uri = uri + hash;

     if (w3c_slidy.ie && !w3c_slidy.ie8)
       w3c_slidy.push_hash(hash);

     if (uri != location.href) // && !khtml
        location.href = uri;

     if (this.khtml)
        hash = "(" + (w3c_slidy.slide_number+1) + ")";

     if (!this.ie && location.hash != hash && location.hash != "")
       location.hash = hash;

     document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
     w3c_slidy.show_slide_number();
  },

  page_address: function (uri) {
    var i = uri.indexOf("#");

    if (i < 0)
      i = uri.indexOf("%23");

    // check if anchor is entire page

    if (i < 0)
      return uri;  // yes

    return uri.substr(0, i);
  },

  // only used for IE6 and IE7
  on_frame_loaded: function (hash) {
    location.hash = hash;
    var uri = w3c_slidy.page_address(location.href);
    location.href = uri + hash;
  },

  // history hack with thanks to Bertrand Le Roy
  push_hash: function (hash) {
    if (hash == "") hash = "#(1)";
      window.location.hash = hash;

    var doc = document.getElementById("historyFrame").contentWindow.document;
    doc.open("javascript:'<html></html>'");
    // PWL modified this string literal to break the close script tag
    // which otherwise gets parsed when incorporated
    doc.write("<html><head><script type=\"text/javascript\">window.parent.w3c_slidy.on_frame_loaded('"+
      (hash) + "');</" + "script></head><body>hello mum</body></html>");
    doc.close();
    },

  // find current slide based upon location
  // first find target anchor and then look
  // for associated div element enclosing it
  // finally map that to slide number
  find_slide_number: function (uri) {
    // first get anchor from page location

    var i = uri.indexOf("#");

    // check if anchor is entire page
    if (i < 0)
      return 0;  // yes

    var anchor = unescape(uri.substr(i+1));

    // now use anchor as XML ID to find target
    var target = document.getElementById(anchor);

    if (!target)
    {
      // does anchor look like "(2)" for slide 2 ??
      // where first slide is (1)
      var re = /\((\d)+\)/;

      if (anchor.match(re))
      {
        var num = parseInt(anchor.substring(1, anchor.length-1));

        if (num > this.slides.length)
          num = 1;

        if (--num < 0)
          num = 0;

        return num;
      }

      // accept [2] for backwards compatibility
      re = /\[(\d)+\]/;

      if (anchor.match(re))
      {
         var num = parseInt(anchor.substring(1, anchor.length-1));

         if (num > this.slides.length)
            num = 1;

         if (--num < 0)
            num = 0;

         return num;
      }

      // oh dear unknown anchor
      return 0;
    }

    // search for enclosing slide

    while (true)
    {
      // browser coerces html elements to uppercase!
      if (target.nodeName.toLowerCase() == "div" &&
            this.has_class(target, "slide"))
      {
        // found the slide element
        break;
      }

      // otherwise try parent element if any

      target = target.parentNode;

      if (!target)
      {
        return 0;   // no luck!
      }
    };

    for (i = 0; i < slides.length; ++i)
    {
      if (slides[i] == target)
        return i;  // success
    }

    // oh dear still no luck
    return 0;
  },

  previous_slide: function (incremental) {
    if (!w3c_slidy.view_all)
    {
      var slide;

      if ((incremental || w3c_slidy.slide_number == 0) && w3c_slidy.last_shown != null)
      {
        w3c_slidy.last_shown = w3c_slidy.hide_previous_item(w3c_slidy.last_shown);
        w3c_slidy.set_eos_status(false);
      }
      else if (w3c_slidy.slide_number > 0)
      {
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);

        w3c_slidy.slide_number = w3c_slidy.slide_number - 1;
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.set_visibility_all_incremental("visible");
        w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);
        w3c_slidy.set_eos_status(true);
        w3c_slidy.show_slide(slide);
      }

      w3c_slidy.set_location();

      if (!w3c_slidy.ns_pos)
        w3c_slidy.refresh_toolbar(200);
    }
  },

  next_slide: function (incremental) {
    if (!w3c_slidy.view_all)
    {
      var slide, last = w3c_slidy.last_shown;

      if (incremental || w3c_slidy.slide_number == w3c_slidy.slides.length - 1)
         w3c_slidy.last_shown = w3c_slidy.reveal_next_item(w3c_slidy.last_shown);

      if ((!incremental || w3c_slidy.last_shown == null) &&
             w3c_slidy.slide_number < w3c_slidy.slides.length - 1)
      {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);

         w3c_slidy.slide_number = w3c_slidy.slide_number + 1;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.last_shown = null;
         w3c_slidy.set_visibility_all_incremental("hidden");
         w3c_slidy.show_slide(slide);
      }
      else if (!w3c_slidy.last_shown)
      {
         if (last && incremental)
           w3c_slidy.last_shown = last;
      }

      w3c_slidy.set_location();

      w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));

      if (!w3c_slidy.ns_pos)
         w3c_slidy.refresh_toolbar(200);
     }
  },

  // to first slide with nothing revealed
  // i.e. state at start of presentation
  first_slide: function () {
     if (!w3c_slidy.view_all)
     {
       var slide;

       if (w3c_slidy.slide_number != 0)
       {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);

         w3c_slidy.slide_number = 0;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.last_shown = null;
         w3c_slidy.set_visibility_all_incremental("hidden");
         w3c_slidy.show_slide(slide);
       }

       w3c_slidy.set_eos_status(
         !w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
       w3c_slidy.set_location();
     }
  },

  // goto last slide with everything revealed
  // i.e. state at end of presentation
  last_slide: function () {
    if (!w3c_slidy.view_all)
    {
      var slide;

      w3c_slidy.last_shown = null; //revealNextItem(lastShown);

      if (w3c_slidy.last_shown == null &&
          w3c_slidy.slide_number < w3c_slidy.slides.length - 1)
      {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);
         w3c_slidy.slide_number = w3c_slidy.slides.length - 1;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.set_visibility_all_incremental("visible");
         w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);

         w3c_slidy.show_slide(slide);
      }
      else
      {
         w3c_slidy.set_visibility_all_incremental("visible");
         w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);
      }

      w3c_slidy.set_eos_status(true);
      w3c_slidy.set_location();
    }
  },


  // ### check this and consider add/remove class
  set_eos_status: function (state) {
    if (this.eos)
      this.eos.style.color = (state ? "rgb(240,240,240)" : "red");
  },

  // first slide is 0
  goto_slide: function (num) {
    //alert("going to slide " + (num+1));
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.slide_number = num;
    slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.last_shown = null;
    w3c_slidy.set_visibility_all_incremental("hidden");
    w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
    document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
    w3c_slidy.show_slide(slide);
    w3c_slidy.show_slide_number();
  },


  show_slide: function (slide) {
    this.sync_background(slide);
    window.scrollTo(0,0);
    this.remove_class(slide, "hidden");
  },

  hide_slide: function (slide) {
    this.add_class(slide, "hidden");
  },

  // show just the backgrounds pertinent to this slide
  // when slide background-color is transparent
  // this should now work with rgba color values
  sync_background: function (slide) {
    var background;
    var bgColor;

    if (slide.currentStyle)
      bgColor = slide.currentStyle["backgroundColor"];
    else if (document.defaultView)
    {
      var styles = document.defaultView.getComputedStyle(slide,null);

      if (styles)
        bgColor = styles.getPropertyValue("background-color");
      else // broken implementation probably due Safari or Konqueror
      {
        //alert("defective implementation of getComputedStyle()");
        bgColor = "transparent";
      }
    }
    else
      bgColor == "transparent";

    if (bgColor == "transparent" ||
        bgColor.indexOf("rgba") >= 0 ||
        bgColor.indexOf("opacity") >= 0)
    {
      var slideClass = this.get_class_list(slide);

      for (var i = 0; i < this.backgrounds.length; i++)
      {
        background = this.backgrounds[i];

        var bgClass = this.get_class_list(background);

        if (this.matching_background(slideClass, bgClass))
          this.remove_class(background, "hidden");
        else
          this.add_class(background, "hidden");
      }
    }
    else // forcibly hide all backgrounds
      this.hide_backgrounds();
  },

  hide_backgrounds: function () {
    for (var i = 0; i < this.backgrounds.length; i++)
    {
      background = this.backgrounds[i];
      this.add_class(background, "hidden");
    }
  },

  // compare classes for slide and background
  matching_background: function (slideClass, bgClass) {
    var i, count, pattern, result;

    // define pattern as regular expression
    pattern = /\w+/g;

    // check background class names
    result = bgClass.match(pattern);

    for (i = count = 0; i < result.length; i++)
    {
      if (result[i] == "hidden")
        continue;

      if (result[i] == "background")
	continue;

      ++count;
    }

    if (count == 0)  // default match
      return true;

    // check for matches and place result in array
    result = slideClass.match(pattern);

    // now check if desired name is present for background
    for (i = count = 0; i < result.length; i++)
    {
      if (result[i] == "hidden")
        continue;

      if (this.has_token(bgClass, result[i]))
        return true;
    }

    return false;
  },

  resized: function () {
     var width = 0;

     if ( typeof( window.innerWidth ) == 'number' )
       width = window.innerWidth;  // Non IE browser
     else if (document.documentElement && document.documentElement.clientWidth)
       width = document.documentElement.clientWidth;  // IE6
     else if (document.body && document.body.clientWidth)
       width = document.body.clientWidth; // IE4

     var height = 0;

     if ( typeof( window.innerHeight ) == 'number' )
       height = window.innerHeight;  // Non IE browser
     else if (document.documentElement && document.documentElement.clientHeight)
       height = document.documentElement.clientHeight;  // IE6
     else if (document.body && document.body.clientHeight)
       height = document.body.clientHeight; // IE4

     if (height && (width/height > 1.05*1024/768))
     {
       width = height * 1024.0/768;
     }

     // IE fires onresize even when only font size is changed!
     // so we do a check to avoid blocking < and > actions
     if (width != w3c_slidy.last_width || height != w3c_slidy.last_height)
     {
       if (width >= 1100)
         w3c_slidy.size_index = 5;    // 4
       else if (width >= 1000)
         w3c_slidy.size_index = 4;    // 3
       else if (width >= 800)
         w3c_slidy.size_index = 3;    // 2
       else if (width >= 600)
         w3c_slidy.size_index = 2;    // 1
       else if (width)
         w3c_slidy.size_index = 0;

       // add in font size adjustment from meta element e.g.
       // <meta name="font-size-adjustment" content="-2" />
       // useful when slides have too much content ;-)

       if (0 <= w3c_slidy.size_index + w3c_slidy.size_adjustment &&
             w3c_slidy.size_index + w3c_slidy.size_adjustment < w3c_slidy.sizes.length)
         w3c_slidy.size_index = w3c_slidy.size_index + w3c_slidy.size_adjustment;

       // enables cross browser use of relative width/height
       // on object elements for use with SVG and Flash media
       w3c_slidy.adjust_object_dimensions(width, height);

       if (document.body.style.fontSize != w3c_slidy.sizes[w3c_slidy.size_index])
       {
         document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
       }

       w3c_slidy.last_width = width;
       w3c_slidy.last_height = height;

       // force reflow to work around Mozilla bug
       if (w3c_slidy.ns_pos)
       {
         var slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);
         w3c_slidy.show_slide(slide);
       }

       // force correct positioning of toolbar
       w3c_slidy.refresh_toolbar(200);
     }
  },

  scrolled: function () {
    if (w3c_slidy.toolbar && !w3c_slidy.ns_pos && !w3c_slidy.ie7)
    {
      w3c_slidy.hack_offset = w3c_slidy.scroll_x_offset();
      // hide toolbar
      w3c_slidy.toolbar.style.display = "none";

      // make it reappear later
      if (w3c_slidy.scrollhack == 0 && !w3c_slidy.view_all)
      {
        setTimeout(function () {w3c_slidy.show_toolbar(); }, 1000);
        w3c_slidy.scrollhack = 1;
      }
    }
  },

  hide_toolbar: function () {
    w3c_slidy.add_class(w3c_slidy.toolbar, "hidden");
    window.focus();
  },

  // used to ensure IE refreshes toolbar in correct position
  refresh_toolbar: function (interval) {
    if (!w3c_slidy.ns_pos && !w3c_slidy.ie7)
    {
      w3c_slidy.hide_toolbar();
      setTimeout(function () {w3c_slidy.show_toolbar(); }, interval);
    }
  },

  // restores toolbar after short delay
  show_toolbar: function () {
    if (w3c_slidy.want_toolbar)
    {
      w3c_slidy.toolbar.style.display = "block";

      if (!w3c_slidy.ns_pos)
      {
        // adjust position to allow for scrolling
        var xoffset = w3c_slidy.scroll_x_offset();
        w3c_slidy.toolbar.style.left = xoffset;
        w3c_slidy.toolbar.style.right = xoffset;

        // determine vertical scroll offset
        //var yoffset = scrollYOffset();

        // bottom is doc height - window height - scroll offset
        //var bottom = documentHeight() - lastHeight - yoffset

        //if (yoffset > 0 || documentHeight() > lastHeight)
        //   bottom += 16;  // allow for height of scrollbar

        w3c_slidy.toolbar.style.bottom = 0; //bottom;
      }

      w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden");
    }

    w3c_slidy.scrollhack = 0;


    // set the keyboard focus to the help link on the
    // toolbar to ensure that document has the focus
    // IE doesn't always work with window.focus()
    // and this hack has benefit of Enter for help

    try
    {
      if (!w3c_slidy.opera)
        w3c_slidy.help_anchor.focus();
    }
    catch (e)
    {
    }
  },

// invoked via F key
  toggle_toolbar: function () {
    if (!w3c_slidy.view_all)
    {
      if (w3c_slidy.has_class(w3c_slidy.toolbar, "hidden"))
      {
        w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden")
        w3c_slidy.want_toolbar = 1;
      }
      else
      {
        w3c_slidy.add_class(w3c_slidy.toolbar, "hidden")
        w3c_slidy.want_toolbar = 0;
      }
    }
  },

  scroll_x_offset: function () {
    if (window.pageXOffset)
      return self.pageXOffset;

    if (document.documentElement &&
             document.documentElement.scrollLeft)
      return document.documentElement.scrollLeft;

    if (document.body)
      return document.body.scrollLeft;

    return 0;
  },

  scroll_y_offset: function () {
    if (window.pageYOffset)
      return self.pageYOffset;

    if (document.documentElement &&
             document.documentElement.scrollTop)
      return document.documentElement.scrollTop;

    if (document.body)
      return document.body.scrollTop;

    return 0;
  },

  // looking for a way to determine height of slide content
  // the slide itself is set to the height of the window
  optimize_font_size: function () {
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    //var dh = documentHeight(); //getDocHeight(document);
    var dh = slide.scrollHeight;
    var wh = getWindowHeight();
    var u = 100 * dh / wh;

    alert("window utilization = " + u + "% (doc "
      + dh + " win " + wh + ")");
  },

  // from document object
  get_doc_height: function (doc) {
    if (!doc)
      doc = document;

    if (doc && doc.body && doc.body.offsetHeight)
      return doc.body.offsetHeight;  // ns/gecko syntax

    if (doc && doc.body && doc.body.scrollHeight)
      return doc.body.scrollHeight;

    alert("couldn't determine document height");
  },

  get_window_height: function () {
    if ( typeof( window.innerHeight ) == 'number' )
      return window.innerHeight;  // Non IE browser

    if (document.documentElement && document.documentElement.clientHeight)
      return document.documentElement.clientHeight;  // IE6

    if (document.body && document.body.clientHeight)
      return document.body.clientHeight; // IE4
  },

  document_height: function () {
    var sh, oh;

    sh = document.body.scrollHeight;
    oh = document.body.offsetHeight;

    if (sh && oh)
    {
      return (sh > oh ? sh : oh);
    }

    // no idea!
    return 0;
  },

  smaller: function () {
    if (w3c_slidy.size_index > 0)
    {
      --w3c_slidy.size_index;
    }

    w3c_slidy.toolbar.style.display = "none";
    document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.show_slide(slide);
    setTimeout(function () {w3c_slidy.show_toolbar(); }, 50);
  },

  bigger: function () {
    if (w3c_slidy.size_index < w3c_slidy.sizes.length - 1)
    {
      ++w3c_slidy.size_index;
    }

    w3c_slidy.toolbar.style.display = "none";
    document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.show_slide(slide);
    setTimeout(function () {w3c_slidy.show_toolbar(); }, 50);
  },

  // enables cross browser use of relative width/height
  // on object elements for use with SVG and Flash media
  // with thanks to Ivan Herman for the suggestion
  adjust_object_dimensions: function (width, height) {
    for( var i = 0; i < w3c_slidy.objects.length; i++ )
    {
      var obj = this.objects[i];
      var mimeType = obj.getAttribute("type");

      if (mimeType == "image/svg+xml" || mimeType == "application/x-shockwave-flash")
      {
        if ( !obj.initialWidth )
          obj.initialWidth = obj.getAttribute("width");

        if ( !obj.initialHeight )
          obj.initialHeight = obj.getAttribute("height");

        if ( obj.initialWidth && obj.initialWidth.charAt(obj.initialWidth.length-1) == "%" )
        {
          var w = parseInt(obj.initialWidth.slice(0, obj.initialWidth.length-1));
          var newW = width * (w/100.0);
          obj.setAttribute("width",newW);
        }

        if ( obj.initialHeight &&
             obj.initialHeight.charAt(obj.initialHeight.length-1) == "%" )
        {
          var h = parseInt(obj.initialHeight.slice(0, obj.initialHeight.length-1));
          var newH = height * (h/100.0);
          obj.setAttribute("height", newH);
        }
      }
    }
  },

  // needed for Opera to inhibit default behavior
  // since Opera delivers keyPress even if keyDown
  // was cancelled
  key_press: function (event) {
    if (!event)
      event = window.event;

    if (!w3c_slidy.key_wanted)
      return w3c_slidy.cancel(event);

    return true;
  },

  //  See e.g. http://www.quirksmode.org/js/events/keys.html for keycodes
  key_down: function (event) {
    var key;

    w3c_slidy.key_wanted = true;

    if (!event)
      event = window.event;

    // kludge around NS/IE differences
    if (window.event)
      key = window.event.keyCode;
    else if (event.which)
      key = event.which;
    else
      return true; // Yikes! unknown browser

    // ignore event if key value is zero
    // as for alt on Opera and Konqueror
    if (!key)
       return true;

    // check for concurrent control/command/alt key
    // but are these only present on mouse events?

    if (event.ctrlKey || event.altKey || event.metaKey)
       return true;

    // dismiss table of contents if visible
    if (w3c_slidy.is_shown_toc() && key != 9 && key != 16 && key != 38 && key != 40)
    {
      w3c_slidy.hide_table_of_contents();

      if (key == 27 || key == 84 || key == 67)
        return w3c_slidy.cancel(event);
    }

    if (key == 34) // Page Down
    {
      if (w3c_slidy.view_all)
        return true;

      w3c_slidy.next_slide(false);
      return w3c_slidy.cancel(event);
    }
    else if (key == 33) // Page Up
    {
      if (w3c_slidy.view_all)
        return true;

      w3c_slidy.previous_slide(false);
      return w3c_slidy.cancel(event);
    }
    else if (key == 32) // space bar
    {
      w3c_slidy.next_slide(true);
      return w3c_slidy.cancel(event);
    }
    else if (key == 37) // Left arrow
    {
      w3c_slidy.previous_slide(!event.shiftKey);
      return w3c_slidy.cancel(event);
    }
    else if (key == 36) // Home
    {
      w3c_slidy.first_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 35) // End
    {
      w3c_slidy.last_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 39) // Right arrow
    {
      w3c_slidy.next_slide(!event.shiftKey);
      return w3c_slidy.cancel(event);
    }
    else if (key == 13) // Enter
    {
      if (w3c_slidy.outline)
      {
        if (w3c_slidy.outline.visible)
          w3c_slidy.fold(w3c_slidy.outline);
        else
          w3c_slidy.unfold(w3c_slidy.outline);

       return w3c_slidy.cancel(event);
      }
    }
    else if (key == 188)  // < for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 190)  // > for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 189 || key == 109)  // - for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 187 || key == 191 || key == 107)  // = +  for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 83)  // S for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 66)  // B for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 90)  // Z for last slide
    {
      w3c_slidy.last_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 70)  // F for toggle toolbar
    {
      w3c_slidy.toggle_toolbar();
      return w3c_slidy.cancel(event);
    }
    else if (key == 65)  // A for toggle view single/all slides
    {
      w3c_slidy.toggle_view();
      return w3c_slidy.cancel(event);
    }
    else if (key == 75)  // toggle action of left click for next page
    {
      w3c_slidy.mouse_click_enabled = !w3c_slidy.mouse_click_enabled;
      var alert_msg = (w3c_slidy.mouse_click_enabled ?
                "enabled" : "disabled") +  " mouse click advance";

      alert(alert_msg.localize());
      return w3c_slidy.cancel(event);
    }
    else if (key == 84 || key == 67)  // T or C for table of contents
    {
      if (w3c_slidy.toc)
        w3c_slidy.toggle_table_of_contents();

      return w3c_slidy.cancel(event);
    }
    else if (key == 72) // H for help
    {
      window.location = w3c_slidy.help_page;
      return w3c_slidy.cancel(event);
    }
    //else alert("key code is "+ key);

    return true;
  },

  // safe for both text/html and application/xhtml+xml
  create_element: function (name) {
    if (this.xhtml && (typeof document.createElementNS != 'undefined'))
      return document.createElementNS("http://www.w3.org/1999/xhtml", name)

    return document.createElement(name);
  },

  get_element_style: function (elem, IEStyleProp, CSSStyleProp) {
    if (elem.currentStyle)
    {
      return elem.currentStyle[IEStyleProp];
    }
    else if (window.getComputedStyle)
    {
      var compStyle = window.getComputedStyle(elem, "");
      return compStyle.getPropertyValue(CSSStyleProp);
    }
    return "";
  },

  // the string str is a whitespace separated list of tokens
  // test if str contains a particular token, e.g. "slide"
  has_token: function (str, token) {
    if (str)
    {
      // define pattern as regular expression
      var pattern = /\w+/g;

      // check for matches
      // place result in array
      var result = str.match(pattern);

      // now check if desired token is present
      for (var i = 0; i < result.length; i++)
      {
        if (result[i] == token)
          return true;
      }
    }

    return false;
  },

  get_class_list: function (element) {
    if (typeof element.className != 'undefined')
      return element.className;

    return element.getAttribute("class");
  },

  has_class: function (element, name) {
    if (element.nodeType != 1)
      return false;

    var regexp = new RegExp("(^| )" + name + "\W*");

    if (typeof element.className != 'undefined')
      return regexp.test(element.className);

    return regexp.test(element.getAttribute("class"));
  },

  remove_class: function (element, name) {
    var regexp = new RegExp("(^| )" + name + "\W*");
    var clsval = "";

    if (typeof element.className != 'undefined')
    {
      clsval = element.className;

      if (clsval)
      {
        clsval = clsval.replace(regexp, "");
        element.className = clsval;
      }
    }
    else
    {
      clsval = element.getAttribute("class");

      if (clsval)
      {
        clsval = clsval.replace(regexp, "");
        element.setAttribute("class", clsval);
      }
    }
  },

  add_class: function (element, name) {
    if (!this.has_class(element, name))
    {
      if (typeof element.className != 'undefined')
        element.className += " " + name;
      else
      {
        var clsval = element.getAttribute("class");
        clsval = clsval ? clsval + " " + name : name;
        element.setAttribute("class", clsval);
      }
    }
  },

  // HTML elements that can be used with class="incremental"
  // note that you can also put the class on containers like
  // up, ol, dl, and div to make their contents appear
  // incrementally. Upper case is used since this is what
  // browsers report for HTML node names (text/html).
  incremental_elements: null,
  okay_for_incremental: function (name) {
    if (!this.incremental_elements)
    {
      var inclist = new Array();
      inclist["p"] = true;
      inclist["pre"] = true;
      inclist["li"] = true;
      inclist["blockquote"] = true;
      inclist["dt"] = true;
      inclist["dd"] = true;
      inclist["h2"] = true;
      inclist["h3"] = true;
      inclist["h4"] = true;
      inclist["h5"] = true;
      inclist["h6"] = true;
      inclist["span"] = true;
      inclist["address"] = true;
      inclist["table"] = true;
      inclist["tr"] = true;
      inclist["th"] = true;
      inclist["td"] = true;
      inclist["img"] = true;
      inclist["object"] = true;
      this.incremental_elements = inclist;
    }
    return this.incremental_elements[name.toLowerCase()];
  },

  next_incremental_item: function (node) {
    var br = this.is_xhtml ? "br" : "BR";
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    for (;;)
    {
      node = w3c_slidy.next_node(slide, node);

      if (node == null || node.parentNode == null)
        break;

      if (node.nodeType == 1)  // ELEMENT
      {
        if (node.nodeName == br)
          continue;

        if (w3c_slidy.has_class(node, "incremental")
             && w3c_slidy.okay_for_incremental(node.nodeName))
          return node;

        if (w3c_slidy.has_class(node.parentNode, "incremental")
             && !w3c_slidy.has_class(node, "non-incremental"))
          return node;
      }
    }

    return node;
  },

  previous_incremental_item: function (node) {
    var br = this.is_xhtml ? "br" : "BR";
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    for (;;)
    {
      node = w3c_slidy.previous_node(slide, node);

      if (node == null || node.parentNode == null)
        break;

      if (node.nodeType == 1)
      {
        if (node.nodeName == br)
          continue;

        if (w3c_slidy.has_class(node, "incremental")
             && w3c_slidy.okay_for_incremental(node.nodeName))
          return node;

        if (w3c_slidy.has_class(node.parentNode, "incremental")
             && !w3c_slidy.has_class(node, "non-incremental"))
          return node;
      }
    }

    return node;
  },

  // set visibility for all elements on current slide with
  // a parent element with attribute class="incremental"
  set_visibility_all_incremental: function (value) {
    var node = this.next_incremental_item(null);

    if (value == "hidden")
    {
      while (node)
      {
        w3c_slidy.add_class(node, "invisible");
        node = w3c_slidy.next_incremental_item(node);
      }
    }
    else // value == "visible"
    {
      while (node)
      {
        w3c_slidy.remove_class(node, "invisible");
        node = w3c_slidy.next_incremental_item(node);
      }
    }
  },

  // reveal the next hidden item on the slide
  // node is null or the node that was last revealed
  reveal_next_item: function (node) {
    node = w3c_slidy.next_incremental_item(node);

    if (node && node.nodeType == 1)  // an element
      w3c_slidy.remove_class(node, "invisible");

    return node;
  },

  // exact inverse of revealNextItem(node)
  hide_previous_item: function (node) {
    if (node && node.nodeType == 1)  // an element
      w3c_slidy.add_class(node, "invisible");

    return this.previous_incremental_item(node);
  },

  // left to right traversal of root's content
  next_node: function (root, node) {
    if (node == null)
      return root.firstChild;

    if (node.firstChild)
      return node.firstChild;

    if (node.nextSibling)
      return node.nextSibling;

    for (;;)
    {
      node = node.parentNode;

      if (!node || node == root)
        break;

      if (node && node.nextSibling)
        return node.nextSibling;
    }

    return null;
  },

  // right to left traversal of root's content
  previous_node: function (root, node) {
    if (node == null)
    {
      node = root.lastChild;

      if (node)
      {
        while (node.lastChild)
          node = node.lastChild;
      }

      return node;
    }

    if (node.previousSibling)
    {
      node = node.previousSibling;

      while (node.lastChild)
        node = node.lastChild;

      return node;
    }

    if (node.parentNode != root)
      return node.parentNode;

    return null;
  },

  previous_sibling_element: function (el) {
    el = el.previousSibling;

    while (el && el.nodeType != 1)
      el = el.previousSibling;

    return el;
  },

  next_sibling_element: function (el) {
    el = el.nextSibling;

    while (el && el.nodeType != 1)
      el = el.nextSibling;

    return el;
  },

  first_child_element: function (el) {
    var node;

    for (node = el.firstChild; node; node = node.nextSibling)
    {
      if (node.nodeType == 1)
        break;
    }

    return node;
  },

  first_tag: function (element, tag) {
    var node;

    if (!this.is_xhtml)
      tag = tag.toUpperCase();

    for (node = element.firstChild; node; node = node.nextSibling)
    {
      if (node.nodeType == 1 && node.nodeName == tag)
        break;
    }

    return node;
  },

  hide_selection: function () {
    if (window.getSelection) // Firefox, Chromium, Safari, Opera
    {
      var selection = window.getSelection();

      if (selection.rangeCount > 0)
      {
        var range = selection.getRangeAt(0);
        range.collapse (false);
      }
    }
    else // Internet Explorer
    {
      var textRange = document.selection.createRange ();
      textRange.collapse (false);
    }
  },

  get_selected_text: function () {
    try
    {
      if (window.getSelection)
        return window.getSelection().toString();

      if (document.getSelection)
        return document.getSelection().toString();

      if (document.selection)
        return document.selection.createRange().text;
    }
    catch (e)
    {
    }

    return "";
  },

  // make note of length of selected text
  // as this evaluates to zero in click event
  mouse_button_up: function (e) {
    w3c_slidy.selected_text_len = w3c_slidy.get_selected_text().length;
  },

  // right mouse button click is reserved for context menus
  // it is more reliable to detect rightclick than leftclick
  mouse_button_click: function (e) {
    var rightclick = false;
    var leftclick = false;
    var middleclick = false;
    var target;

    if (!e)
      var e = window.event;

    if (e.target)
      target = e.target;
    else if (e.srcElement)
      target = e.srcElement;

    // work around Safari bug
    if (target.nodeType == 3)
      target = target.parentNode;

    if (e.which) // all browsers except IE
    {
      leftclick = (e.which == 1);
      middleclick = (e.which == 2);
      rightclick = (e.which == 3);
    }
    else if (e.button)
    {
      // Konqueror gives 1 for left, 4 for middle
      // IE6 gives 0 for left and not 1 as I expected

      if (e.button == 4)
        middleclick = true;

      // all browsers agree on 2 for right button
      rightclick = (e.button == 2);
    }
    else leftclick = true;
/*
    alert("you clicked over a " + target.nodeName + " element\n" +
    "w3c_slidy.mouse_click_enabled = " + w3c_slidy.mouse_click_enabled + "\n" +
    "leftclick = " + leftclick + "\n" +
    "selected text length = " + w3c_slidy.selected_text_len);
    //alert("selected text length = " + w3c_slidy.selected_text_len);
*/
    if (w3c_slidy.selected_text_len > 0)
    {
      w3c_slidy.stop_propagation(e);
      e.cancel = true;
      e.returnValue = false;
      return false;
    }

    // dismiss table of contents
    w3c_slidy.hide_table_of_contents();

    // check if target is something that probably want's clicks
    // e.g. a, embed, object, input, textarea, select, option
    var tag = target.nodeName.toLowerCase();

    if (w3c_slidy.mouse_click_enabled && leftclick &&
        tag != "a" &&
        tag != "embed" &&
        tag != "object" &&
        tag != "video" &&
        tag != "input" &&
        tag != "textarea" &&
        tag != "select" &&
        tag != "option" &&
        !target.onclick)
    {
      w3c_slidy.next_slide(true);
      w3c_slidy.stop_propagation(e);
      e.cancel = true;
      e.returnValue = false;
      return false;
    }
  },

  get_key: function (e)
  {
    var key;

    // kludge around NS/IE differences
    if (typeof window.event != "undefined")
      key = window.event.keyCode;
    else if (e.which)
      key = e.which;

    return key;
  },

  get_target: function (e) {
    var target;

    if (!e)
      e = window.event;

    if (e.target)
      target = e.target;
    else if (e.srcElement)
      target = e.srcElement;

    if (target.nodeType != 1)
      target = target.parentNode;

    return target;
  },

  // does display property provide correct defaults?
  is_block: function (elem) {
    var tag = elem.nodeName.toLowerCase();

    return tag == "ol" || tag == "ul" || tag == "p" ||
           tag == "li" || tag == "table" || tag == "pre" ||
           tag == "h1" || tag == "h2" || tag == "h3" ||
           tag == "h4" || tag == "h5" || tag == "h6" ||
           tag == "blockquote" || tag == "address";
  },

  add_listener: function (element, event, handler) {
    if (window.addEventListener)
      element.addEventListener(event, handler, false);
    else
      element.attachEvent("on"+event, handler);
  },

  // used to prevent event propagation from field controls
  stop_propagation: function (event) {
    event = event ? event : window.event;
    event.cancelBubble = true;  // for IE

    if (event.stopPropagation)
      event.stopPropagation();

    return true;
  },

  cancel: function (event) {
    if (event)
    {
       event.cancel = true;
       event.returnValue = false;

      if (event.preventDefault)
        event.preventDefault();
    }

    w3c_slidy.key_wanted = false;
    return false;
  }
};

// for each language define an associative array
// and also the help text which is longer

var w3c_slidy_i18n = {
  strings_es: {
    "slide":"pág.",
    "help?":"Ayuda",
    "contents?":"Índice",
    "table of contents":"tabla de contenidos",
    "Table of Contents":"Tabla de Contenidos",
    "restart presentation":"Reiniciar presentación",
    "restart?":"Inicio"
  },
  help_es:
    "Utilice el ratón, barra espaciadora, teclas Izda/Dcha, " +
    "o Re pág y Av pág. Use S y B para cambiar el tamaño de fuente.",

  strings_ca: {
    "slide":"pàg..",
    "help?":"Ajuda",
    "contents?":"Índex",
    "table of contents":"taula de continguts",
    "Table of Contents":"Taula de Continguts",
    "restart presentation":"Reiniciar presentació",
    "restart?":"Inici"
  },
  help_ca:
    "Utilitzi el ratolí, barra espaiadora, tecles Esq./Dta. " +
    "o Re pàg y Av pàg. Usi S i B per canviar grandària de font.",

  strings_cs: {
    "slide":"snímek",
    "help?":"nápověda",
    "contents?":"obsah",
    "table of contents":"obsah prezentace",
    "Table of Contents":"Obsah prezentace",
    "restart presentation":"znovu spustit prezentaci",
    "restart?":"restart"
  },
  help_cs:
    "Prezentaci můžete procházet pomocí kliknutí myši, mezerníku, " +
    "šipek vlevo a vpravo nebo kláves PageUp a PageDown. Písmo se " +
    "dá zvětšit a zmenšit pomocí kláves B a S.",

  strings_nl: {
    "slide":"pagina",
    "help?":"Help?",
    "contents?":"Inhoud?",
    "table of contents":"inhoudsopgave",
    "Table of Contents":"Inhoudsopgave",
    "restart presentation":"herstart presentatie",
    "restart?":"Herstart?"
  },
  help_nl:
     "Navigeer d.m.v. het muis, spatiebar, Links/Rechts toetsen, " +
     "of PgUp en PgDn. Gebruik S en B om de karaktergrootte te veranderen.",

  strings_de: {
    "slide":"Seite",
    "help?":"Hilfe",
    "contents?":"Übersicht",
    "table of contents":"Inhaltsverzeichnis",
    "Table of Contents":"Inhaltsverzeichnis",
    "restart presentation":"Präsentation neu starten",
    "restart?":"Neustart"
  },
  help_de:
    "Benutzen Sie die Maus, Leerschlag, die Cursortasten links/rechts oder " +
    "Page up/Page Down zum Wechseln der Seiten und S und B für die Schriftgrösse.",

  strings_pl: {
    "slide":"slajd",
    "help?":"pomoc?",
    "contents?":"spis treści?",
    "table of contents":"spis treści",
    "Table of Contents":"Spis Treści",
    "restart presentation":"Restartuj prezentację",
    "restart?":"restart?"
  },
  help_pl:
    "Zmieniaj slajdy klikając myszą, naciskając spację, strzałki lewo/prawo" +
    "lub PgUp / PgDn. Użyj klawiszy S i B, aby zmienić rozmiar czczionki.",

  strings_fr: {
    "slide":"page",
    "help?":"Aide",
    "contents?":"Index",
    "table of contents":"table des matières",
    "Table of Contents":"Table des matières",
    "restart presentation":"Recommencer l'exposé",
    "restart?":"Début"
  },
  help_fr:
    "Naviguez avec la souris, la barre d'espace, les flèches " +
    "gauche/droite ou les touches Pg Up, Pg Dn. Utilisez " +
    "les touches S et B pour modifier la taille de la police.",

  strings_hu: {
    "slide":"oldal",
    "help?":"segítség",
    "contents?":"tartalom",
    "table of contents":"tartalomjegyzék",
    "Table of Contents":"Tartalomjegyzék",
    "restart presentation":"bemutató újraindítása",
    "restart?":"újraindítás"
  },
  help_hu:
    "Az oldalak közti lépkedéshez kattintson az egérrel, vagy " +
    "használja a szóköz, a bal, vagy a jobb nyíl, illetve a Page Down, " +
    "Page Up billentyűket. Az S és a B billentyűkkel változtathatja " +
    "a szöveg méretét.",

  strings_it: {
    "slide":"pag.",
    "help?":"Aiuto",
    "contents?":"Indice",
    "table of contents":"indice",
    "Table of Contents":"Indice",
    "restart presentation":"Ricominciare la presentazione",
    "restart?":"Inizio"
  },
  help_it:
    "Navigare con mouse, barra spazio, frecce sinistra/destra o " +
    "PgUp e PgDn. Usare S e B per cambiare la dimensione dei caratteri.",

  strings_el: {
    "slide":"σελίδα",
    "help?":"βοήθεια;",
    "contents?":"περιεχόμενα;",
    "table of contents":"πίνακας περιεχομένων",
    "Table of Contents":"Πίνακας Περιεχομένων",
    "restart presentation":"επανεκκίνηση παρουσίασης",
    "restart?":"επανεκκίνηση;"
  },
  help_el:
    "Πλοηγηθείτε με το κλίκ του ποντικιού, το space, τα βέλη αριστερά/δεξιά, " +
    "ή Page Up και Page Down. Χρησιμοποιήστε τα πλήκτρα S και B για να αλλάξετε " +
    "το μέγεθος της γραμματοσειράς.",

  strings_ja: {
    "slide":"スライド",
    "help?":"ヘルプ",
    "contents?":"目次",
    "table of contents":"目次を表示",
    "Table of Contents":"目次",
    "restart presentation":"最初から再生",
    "restart?":"最初から"
  },
  help_ja:
     "マウス左クリック ・ スペース ・ 左右キー " +
     "または Page Up ・ Page Downで操作, S ・ Bでフォントサイズ変更",

  strings_zh: {
    "slide":"幻灯片",
    "help?":"帮助?",
    "contents?":"内容?",
    "table of contents":"目录",
    "Table of Contents":"目录",
    "restart presentation":"重新启动展示",
    "restart?":"重新启动?"
  },
  help_zh:
    "用鼠标点击, 空格条, 左右箭头, Pg Up 和 Pg Dn 导航. " +
    "用 S, B 改变字体大小.",

  strings_ru: {
    "slide":"слайд",
    "help?":"помощь?",
    "contents?":"содержание?",
    "table of contents":"оглавление",
    "Table of Contents":"Оглавление",
    "restart presentation":"перезапустить презентацию",
    "restart?":"перезапуск?"
  },
  help_ru:
    "Перемещайтесь кликая мышкой, используя клавишу пробел, стрелки" +
    "влево/вправо или Pg Up и Pg Dn. Клавиши S и B меняют размер шрифта.",

  strings_sv: {
    "slide":"sida",
    "help?":"hjälp",
    "contents?":"innehåll",
    "table of contents":"innehållsförteckning",
    "Table of Contents":"Innehållsförteckning",
    "restart presentation":"visa presentationen från början",
    "restart?":"börja om"
  },
  help_sv:
    "Bläddra med ett klick med vänstra musknappen, mellanslagstangenten, " +
    "vänster- och högerpiltangenterna eller tangenterna Pg Up, Pg Dn. " +
    "Använd tangenterna S och B för att ändra textens storlek.",

// each such language array is declared in the localize array
// which is set on string prototype and used as in "foo".localize();
  localize: {
    "es":this.strings_es,
    "ca":this.strings_ca,
    "cs":this.strings_cs,
    "nl":this.strings_nl,
    "de":this.strings_de,
    "pl":this.strings_pl,
    "fr":this.strings_fr,
    "hu":this.strings_hu,
    "it":this.strings_it,
    "el":this.strings_el,
    "jp":this.strings_ja,
    "zh":this.strings_zh,
    "ru":this.strings_ru,
    "sv":this.strings_sv
  },

  init: function () {
    var i18n = w3c_slidy_i18n;
    var help_text = w3c_slidy.help_text;
    i18n.strings_es[help_text] = i18n.help_es;
    i18n.strings_ca[help_text] = i18n.help_ca;
    i18n.strings_cs[help_text] = i18n.help_cs;
    i18n.strings_nl[help_text] = i18n.help_nl;
    i18n.strings_de[help_text] = i18n.help_de;
    i18n.strings_pl[help_text] = i18n.help_pl;
    i18n.strings_fr[help_text] = i18n.help_fr;
    i18n.strings_hu[help_text] = i18n.help_hu;
    i18n.strings_it[help_text] = i18n.help_it;
    i18n.strings_el[help_text] = i18n.help_el;
    i18n.strings_ja[help_text] = i18n.help_ja;
    i18n.strings_zh[help_text] = i18n.help_zh;
    i18n.strings_ru[help_text] = i18n.help_ru;
    i18n.strings_sv[help_text] = i18n.help_sv;

    w3c_slidy.lang = document.body.parentNode.getAttribute("lang");

    if (!w3c_slidy.lang)
      w3c_slidy.lang = document.body.parentNode.getAttribute("xml:lang");

    if (!w3c_slidy.lang)
      w3c_slidy.lang = "en";

    // add localize method to all strings
    // for use as in "contents".localize()
   String.prototype.localize = function() {
     if (this == "")
       return this;

     // try full language code, e.g. en-US
     var s, lookup = w3c_slidy_i18n.localize[w3c_slidy.lang];

     if (lookup)
     {
       s = lookup[this];

       if (s)
        return s;
     }

     // strip country code suffix, e.g.
     // try en if undefined for en-US
     var lg = w3c_slidy.lang.split("-");

     if (lg.length > 1)
     {
       lookup = w3c_slidy_i18n.localize[lg[0]];

       if (lookup)
       {
         s = lookup[this];

         if (s)
          return s;
       }
     }

     // otherwise string as is
     return this;
   };
  }
};

// hack for back button behavior
if (w3c_slidy.ie6 || w3c_slidy.ie7)
{
  document.write("<iframe id='historyFrame' " +
  "src='javascript:\"<html"+"></"+"html>\"' " +
  "height='1' width='1' " +
  "style='position:absolute;left:-800px'></iframe>");
}

// attach event listeners for initialization
w3c_slidy.set_up();

// hide the slides as soon as body element is available
// to reduce annoying screen mess before the onload event
setTimeout(w3c_slidy.hide_slides, 50);

/*]]>*/
</script>
</head>
<body class="article" style="max-width:45em">
<div id="header" class="slide">
<h1>Python Logging</h1>
<span id="author">Miki Tebeka &lt;miki.tebeka@gmail.com&gt;</span><br />
</div>
<div class="sect1 slide">
<h1 id="_the_logging_module">The "logging" Module</h1>
<div class="sectionbody" style="max-width:45em">
<ul class="">
<li>
<span>
Modeled after <tt>log4j</tt> and friends
</span>
</li>
<li>
<span>
Main objects are
</span>
<ul class="">
<li>
<span>
<a href="http://docs.python.org/2/library/logging.html#logging.Logger">Loggers</a>
</span>
</li>
<li>
<span>
<a href="http://docs.python.org/2/library/logging.html#handler-objects">Handlers</a>
</span>
</li>
<li>
<span>
<a href="http://docs.python.org/2/library/logging.html#formatter-objects">Formatters</a>
</span>
</li>
<li>
<span>
<a href="http://docs.python.org/2/library/logging.html#logrecord-objects">LogRecord</a>
</span>
</li>
</ul>
</li>
<li>
<span>
Log levels: DEBUG, INFO, WARNING, ERROR, FATAL
</span>
<ul class="">
<li>
<span>
Have corresponding functions: <tt>debug</tt>, <tt>info</tt> &#8230;
</span>
</li>
<li>
<span>
<tt>log.exception</tt> will also print stack trace (<tt>ERROR</tt> level)
</span>
</li>
</ul>
</li>
</ul>
</div>
</div>
<div class="sect1 slide">
<h1 id="_ootb">OOTB</h1>
<div class="sectionbody" style="max-width:45em">
<div class="listingblock">
<div class="content"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre>1
2
3
4
5
6
7</pre></div></td><td class="code"><div class="highlight"><pre><span class="kn">import</span> <span class="nn">logging</span> <span class="kn">as</span> <span class="nn">log</span>

<span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s">&#39;99 bottles of beer on the wall&#39;</span><span class="p">)</span>
<span class="n">log</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s">&#39;one of them happen to fall&#39;</span><span class="p">)</span>

<span class="c"># Output <img alt="1" src="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAAwAAAAMCAAAAABzHgM7AAAAAmJLR0QAAKqNIzIAAABjSURBVHja
VY6xDcAwCAS/pPQaLim9QmajdOk2I2SNrMEIlARIoigU8Cek/4e7zdHaWOYOVwaoA6wOCw05Y7FB
gE0tIWQ+sBcwKM8qoD/wB5wGL8hjfdzWrh01GRp1hInGjDoXwHgsFuzBVLQAAABDdEVYdFNvZnR3
YXJlAEAoIylJbWFnZU1hZ2ljayA0LjIuOCA5OS8wOC8wMSBjcmlzdHlAbXlzdGljLmVzLmR1cG9u
dC5jb22RuiG4AAAAKnRFWHRTaWduYXR1cmUANThhMDcyZTA3MGRhMjJmNjEzNWNiZDNlNDE0NTQ2
ZjloaiHtAAAADnRFWHRQYWdlADEyeDEyKzArMIRtu30AAAAASUVORK5CYII=" /></span>
<span class="c"># ERROR:root:one of them happen to fall <img alt="2" src="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAAwAAAAMCAAAAABzHgM7AAAAAmJLR0QAAKqNIzIAAABvSURBVAgd
BcGhAcJADADAky8rsZXIyK7AGkgksiu8RNYyAiswAhIbiYwMd7rrsS3LdlS3zuC8EtkqrJ/8vRdR
Js+PtSZTMHe+L8IAUXeGAZd8DYbArB3C5FbXiBNThSMzcxelM4DI1l0zxtge1f0HVNk1YLFij6sA
AABDdEVYdFNvZnR3YXJlAEAoIylJbWFnZU1hZ2ljayA0LjIuOCA5OS8wOC8wMSBjcmlzdHlAbXlz
dGljLmVzLmR1cG9udC5jb22RuiG4AAAAKnRFWHRTaWduYXR1cmUAODBlYWU1MjljOTRhN2Y0N2Rl
Y2NmYWRhMjhhY2I5ZGblb7ENAAAADnRFWHRQYWdlADEyeDEyKzArMIRtu30AAAAASUVORK5CYII=" /></span>
</pre></div>
</td></tr></table></div></div>
<div class="colist arabic"><table>
<tr><td><img alt="1" src="data:image/png;base64, iVBORw0KGgoAAAANSUhEUgAAAAwAAAAMCAAAAABzHgM7AAAAAmJLR0QAAKqNIzIAAABjSURBVHja
VY6xDcAwCAS/pPQaLim9QmajdOk2I2SNrMEIlARIoigU8Cek/4e7zdHaWOYOVwaoA6wOCw05Y7FB
gE0tIWQ+sBcwKM8qoD/wB5wGL8hjfdzWrh01GRp1hInGjDoXwHgsFuzBVLQAAABDdEVYdFNvZnR3
YXJlAEAoIylJbWFnZU1hZ2ljayA0LjIuOCA5OS8wOC8wMSBjcmlzdHlAbXlzdGljLmVzLmR1cG9u
dC5jb22RuiG4AAAAKnRFWHRTaWduYXR1cmUANThhMDcyZTA3MGRhMjJmNjEzNWNiZDNlNDE0NTQ2
ZjloaiHtAAAADnRFWHRQYWdlADEyeDEyKzArMIRtu30AAAAASUVORK5CYII=" /></td><td>
To standard error
</td></tr>
<tr><td><img alt="2" src="data:image/png;base64, iVBORw0KGgoAAAANSUhEUgAAAAwAAAAMCAAAAABzHgM7AAAAAmJLR0QAAKqNIzIAAABvSURBVAgd
BcGhAcJADADAky8rsZXIyK7AGkgksiu8RNYyAiswAhIbiYwMd7rrsS3LdlS3zuC8EtkqrJ/8vRdR
Js+PtSZTMHe+L8IAUXeGAZd8DYbArB3C5FbXiBNThSMzcxelM4DI1l0zxtge1f0HVNk1YLFij6sA
AABDdEVYdFNvZnR3YXJlAEAoIylJbWFnZU1hZ2ljayA0LjIuOCA5OS8wOC8wMSBjcmlzdHlAbXlz
dGljLmVzLmR1cG9udC5jb22RuiG4AAAAKnRFWHRTaWduYXR1cmUAODBlYWU1MjljOTRhN2Y0N2Rl
Y2NmYWRhMjhhY2I5ZGblb7ENAAAADnRFWHRQYWdlADEyeDEyKzArMIRtu30AAAAASUVORK5CYII=" /></td><td>
Default level is <tt>WARNING</tt>, default format <tt>%(levelname)s:%(name)s:%(message)s</tt>
</td></tr>
</table></div>
</div>
</div>
<div class="sect1 slide">
<h1 id="_is_it_thread_safe">Is it Thread Safe?</h1>
<div class="sectionbody" style="max-width:45em">
<div class="imageblock">
<div class="content">
<img alt="tweet-thread.png" src="data:image/png;base64,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" />
</div>
</div>
<div class="paragraph"><p>Lucky for us, the logging module <strong>is</strong> thread safe.</p></div>
</div>
</div>
<div class="sect1 slide">
<h1 id="_the_easy_way">The Easy Way</h1>
<div class="sectionbody" style="max-width:45em">
<div class="listingblock">
<div class="content"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre> 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12</pre></div></td><td class="code"><div class="highlight"><pre><span class="kn">import</span> <span class="nn">logging</span> <span class="kn">as</span> <span class="nn">log</span>

<span class="n">log</span><span class="o">.</span><span class="n">basicConfig</span><span class="p">(</span>
    <span class="n">filename</span><span class="o">=</span><span class="s">&#39;/tmp/basic.log&#39;</span><span class="p">,</span>  <span class="c"># <img alt="1" src="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAAwAAAAMCAAAAABzHgM7AAAAAmJLR0QAAKqNIzIAAABjSURBVHja
VY6xDcAwCAS/pPQaLim9QmajdOk2I2SNrMEIlARIoigU8Cek/4e7zdHaWOYOVwaoA6wOCw05Y7FB
gE0tIWQ+sBcwKM8qoD/wB5wGL8hjfdzWrh01GRp1hInGjDoXwHgsFuzBVLQAAABDdEVYdFNvZnR3
YXJlAEAoIylJbWFnZU1hZ2ljayA0LjIuOCA5OS8wOC8wMSBjcmlzdHlAbXlzdGljLmVzLmR1cG9u
dC5jb22RuiG4AAAAKnRFWHRTaWduYXR1cmUANThhMDcyZTA3MGRhMjJmNjEzNWNiZDNlNDE0NTQ2
ZjloaiHtAAAADnRFWHRQYWdlADEyeDEyKzArMIRtu30AAAAASUVORK5CYII=" /></span>
    <span class="n">format</span><span class="o">=</span><span class="s">&#39;[</span><span class="si">%(asctime)s</span><span class="s">] </span><span class="si">%(levelname)s</span><span class="s"> </span><span class="si">%(filename)s</span><span class="s">:</span><span class="si">%(lineno)s</span><span class="s"> </span><span class="si">%(message)s</span><span class="s">&#39;</span><span class="p">,</span>
    <span class="n">level</span><span class="o">=</span><span class="n">log</span><span class="o">.</span><span class="n">INFO</span><span class="p">,</span>
<span class="p">)</span>

<span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s">&#39;How are you?&#39;</span><span class="p">)</span>

<span class="c"># Output (in /tmp/basic.log)</span>
<span class="c"># [2013-09-30 16:02:58,927] INFO basiccfg.py:9 How are you?</span>
</pre></div>
</td></tr></table></div></div>
<div class="colist arabic"><table>
<tr><td><img alt="1" src="data:image/png;base64, iVBORw0KGgoAAAANSUhEUgAAAAwAAAAMCAAAAABzHgM7AAAAAmJLR0QAAKqNIzIAAABjSURBVHja
VY6xDcAwCAS/pPQaLim9QmajdOk2I2SNrMEIlARIoigU8Cek/4e7zdHaWOYOVwaoA6wOCw05Y7FB
gE0tIWQ+sBcwKM8qoD/wB5wGL8hjfdzWrh01GRp1hInGjDoXwHgsFuzBVLQAAABDdEVYdFNvZnR3
YXJlAEAoIylJbWFnZU1hZ2ljayA0LjIuOCA5OS8wOC8wMSBjcmlzdHlAbXlzdGljLmVzLmR1cG9u
dC5jb22RuiG4AAAAKnRFWHRTaWduYXR1cmUANThhMDcyZTA3MGRhMjJmNjEzNWNiZDNlNDE0NTQ2
ZjloaiHtAAAADnRFWHRQYWdlADEyeDEyKzArMIRtu30AAAAASUVORK5CYII=" /></td><td>
Will be appended
</td></tr>
</table></div>
</div>
</div>
<div class="sect1 slide">
<h1 id="_the_hard_way">The Hard Way</h1>
<div class="sectionbody" style="max-width:45em">
<div class="listingblock">
<div class="content"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre> 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15</pre></div></td><td class="code"><div class="highlight"><pre><span class="kn">import</span> <span class="nn">logging</span>

<span class="n">log</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="s">&#39;looney&#39;</span><span class="p">)</span>
<span class="n">log</span><span class="o">.</span><span class="n">setLevel</span><span class="p">(</span><span class="n">logging</span><span class="o">.</span><span class="n">INFO</span><span class="p">)</span>
<span class="n">handler</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">FileHandler</span><span class="p">(</span><span class="s">&#39;/tmp/hard.log&#39;</span><span class="p">)</span>
<span class="n">log</span><span class="o">.</span><span class="n">addHandler</span><span class="p">(</span><span class="n">handler</span><span class="p">)</span>

<span class="n">fmt</span> <span class="o">=</span> <span class="s">&#39;[</span><span class="si">%(asctime)s</span><span class="s">] </span><span class="si">%(levelname)s</span><span class="s"> </span><span class="si">%(filename)s</span><span class="s">:</span><span class="si">%(lineno)s</span><span class="s"> </span><span class="si">%(message)s</span><span class="s">&#39;</span>
<span class="n">formatter</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">Formatter</span><span class="p">(</span><span class="n">fmt</span><span class="p">)</span>
<span class="n">handler</span><span class="o">.</span><span class="n">setFormatter</span><span class="p">(</span><span class="n">formatter</span><span class="p">)</span>

<span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s">&#39;How are you?&#39;</span><span class="p">)</span>

<span class="c"># Output (in /tmp/hard.log)</span>
<span class="c"># [2013-09-30 16:39:24,810] INFO hard_way.py:12 How are you?</span>
</pre></div>
</td></tr></table></div></div>
</div>
</div>
<div class="sect1 slide">
<h1 id="_what_should_we_log">What should we log?</h1>
<div class="sectionbody" style="max-width:45em">
<div class="paragraph"><p>Everything?</p></div>
<div class="paragraph"><p><span class="image">
<img alt="xkcd_379.png" src="data:image/png;base64,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" />
</span></p></div>
</div>
</div>
<div class="sect1 slide">
<h1 id="_srsly_though">Srsly Though</h1>
<div class="sectionbody" style="max-width:45em">
<ul class="">
<li>
<span>
Err on the side of
  <a href="http://www.urbandictionary.com/define.php?term=tmi">TMI</a>
</span>
<ul class="">
<li>
<span>
Think about the poor soul who&#8217;ll need this information at 3am
</span>
</li>
<li>
<span>
Contrary to popular belief, we value DP&#8217;s sleeping time :)
</span>
</li>
</ul>
</li>
<li>
<span>
<tt>log.exception</tt> is there - use it
</span>
</li>
<li>
<span>
<strong>Think</strong> about log levels
</span>
</li>
<li>
<span>
Think about the machine that parses the logs
</span>
</li>
</ul>
</div>
</div>
<div class="sect1 slide">
<h1 id="_loggings_handlers">loggings.handlers</h1>
<div class="sectionbody" style="max-width:45em">
<div class="paragraph"><p>Provides <a href="http://docs.python.org/2/library/logging.handlers.html">many</a>
handlers, including:</p></div>
<ul class="">
<li>
<span>
<a href="http://docs.python.org/2/library/logging.handlers.html#streamhandler">StreamHandler</a>
   for stderr/stdout
</span>
</li>
<li>
<span>
<a href="http://docs.python.org/2/library/logging.handlers.html#filehandler">FileHandler</a>
   for files
</span>
</li>
<li>
<span>
<a href="http://docs.python.org/2/library/logging.handlers.html#timedrotatingfilehandler">TimedRotatingFileHandler</a>
   when you don&#8217;t want to use <tt>logrotate</tt>
</span>
</li>
<li>
<span>
<a href="http://docs.python.org/2/library/logging.handlers.html#sysloghandler">SyslogHandler</a>
   to spam syslog
</span>
</li>
</ul>
<div class="paragraph"><p>And please don&#8217;t use
<a href="http://docs.python.org/2/library/logging.handlers.html#smtphandler">SMTPHandler</a>
:)</p></div>
</div>
</div>
<div class="sect1 slide">
<h1 id="_logging_config">logging.config</h1>
<div class="sectionbody" style="max-width:45em">
<ul class="">
<li>
<span>
We already saw
  <a href="http://docs.python.org/2/library/logging.html#logging.basicConfig">basicConfig</a>
</span>
</li>
<li>
<span>
<a href="http://docs.python.org/2/library/logging.config.html#logging.config.dictConfig">dictConfig</a>
  from a dictionary
</span>
</li>
<li>
<span>
<a href="http://docs.python.org/2/library/logging.config.html#logging.config.fileConfig">fileConfig</a>
  to be used with .ini files
</span>
</li>
</ul>
</div>
</div>
<div class="sect1 slide">
<h1 id="_isenabledfor">isEnabledFor</h1>
<div class="sectionbody" style="max-width:45em">
<div class="listingblock">
<div class="content"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre> 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11</pre></div></td><td class="code"><div class="highlight"><pre><span class="kn">import</span> <span class="nn">logging</span>
<span class="kn">from</span> <span class="nn">time</span> <span class="kn">import</span> <span class="n">sleep</span>

<span class="k">def</span> <span class="nf">slow</span><span class="p">():</span>
    <span class="n">sleep</span><span class="p">(</span><span class="mi">100</span><span class="p">)</span>
    <span class="k">return</span> <span class="mi">7</span>

<span class="n">log</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">()</span>

<span class="k">if</span> <span class="n">log</span><span class="o">.</span><span class="n">isEnabledFor</span><span class="p">(</span><span class="n">logging</span><span class="o">.</span><span class="n">DEBUG</span><span class="p">):</span>
    <span class="n">log</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s">&#39;slow() returned {}&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">slow</span><span class="p">()))</span>
</pre></div>
</td></tr></table></div></div>
</div>
</div>
<div class="sect1 slide">
<h1 id="_changing_configuration_on_the_fly">Changing Configuration on-the-fly</h1>
<div class="sectionbody" style="max-width:45em">
<div class="paragraph"><p>Use
<a href="http://docs.python.org/2.7/library/logging.config.html#logging.config.listen">logging.config.listen</a>,
then send over a .ini file prefixed with size encoded as big-endian, 4 byte
unsigned long - easy peasy :)</p></div>
</div>
</div>
<div class="sect1 slide">
<h1 id="_huh">Huh?</h1>
<div class="sectionbody" style="max-width:45em">
<div class="paragraph"><p><span class="image">
<img alt="miracle.jpg" src="data:image/jpg;base64,
/9j/4AAQSkZJRgABAQEAAQABAAD//gA7Q1JFQVRPUjogZ2QtanBlZyB2MS4wICh1c2luZyBJSkcg
SlBFRyB2NjIpLCBxdWFsaXR5ID0gNzUK/9sAQwAIBgYHBgUIBwcHCQkICgwUDQwLCwwZEhMPFB0a
Hx4dGhwcICQuJyAiLCMcHCg3KSwwMTQ0NB8nOT04MjwuMzQy/8AACwgBtgGQAQERAP/EABwAAQAB
BQEBAAAAAAAAAAAAAAAGAQIEBQcDCP/EAEIQAAEDBAAEBAQEBAUEAAUFAAECAwQABQYRBxIhMRNB
UWEUInGBMkKRoQgVI7EWQ1JiwSQzctEXJnPh8SUnNFN0/9oACAEBAAA/AO/0pSqVWlKUpSlKUpSl
Uqiuqa0mR5Pa8Xti51zkhttI+VO/mUfYedcikXrJ+Lsn4C2MOWzH+b+u+ehcH1NdTxTEbViNvES2
MBPMB4jh/Es+pqSdKwrjcYdsiLlzZKGGEDZWs6FcSyzi/cb5NNjwqOtanFcnxKU7V9vSsvBuDkgX
IXnMFiTKJ5hHUd9fVRrtbDaENpQhIShI0kDyHpXr0FebjiW0KWpYQlPUqJ6CoRkvFTGccQ4FTkSp
SR0ZYPMSfr2rh2Ycar7kbS4sRIt8RXTTZ2pQ9zXM3nVOrK1qKlHuT3NeVKUpSrxvW/Ku8cGUxpUV
VyekeAmMkw3GwNpdCvwk13uL4QaSlocqUDQHoKj2e5OMSxeVdUJbW8j5WkOHopRr5ue4yZe9dhOE
1KEgkhgD5Buu9cP8rnXeyQ3LsW1SX0c7a2uvMnfcjyqep7d91eO1VpSlKUpSlKUpSlKUpuqE1YT6
EiopmWaw8TtxJPxFwcPLHjJO1OK+lch/+Hmb8Q7mi55A6YcVZ2hpZ/AD5BNd5s1qYtFpjQGEoDbK
AglKdcxHnWeSBvp28/SoJlnFOw4wtcVL5mXD8sdj5iD6GoSqw5lxUfQ5fd2qyfiQykaUofSunYpg
9kxGN4VtipCyBzOr0pZ+9SXp7VY462hClrUlKU9yo6ArnWVcY8cx5t1qPIE+YkHTTXYH3NcNy3i3
kOUsriqdESIo/wDbY2CR6E1z8q2rez9at3SlKUpSq712roPCfJBZ8hVCkulEGahSHdgEBQHRXXzF
dKRx7tdsabifAyJLjZ5HHdgb0dbqN8TuKNvzLFUQoDSkf1UqX4vf7Vx1sjxE8wOt+XnXd8eyKFYr
Zbbg4yuI5FUGpTfNzANr7L19q7jZ7hHu1rjz4rvisPp50L1rYrYUqtKUpSlKUpSlKUpVKoe1Y8qS
1FjqeedS20gbUpR0BXIch4uy7rcl2PCoi5Uw/IJJTtIPmR7Ct3g/Dt6BNN+yR8XC8O7UFKPMlrfp
XSCNDYP3rS5FlVpxeH8TdZKWUqB5Qe6j7CuQ3LPMu4hy1WvEoDsKCo6VKX0UU+u/KpfhHCO2Y2oX
C4r/AJhc1HZdcG0pPt610oI113VqlhKSdgJA3zHsKgOWcXMcxlK2Ev8AxswdA0x10fc1wTLeLOR5
QXGRIMOEf8hk62Pc1AVKJOydk96puqUpSlKUpSrkrUggpJB9RRStmqcx9aqFEHdbOPepTUObHUfE
TLQlKys7I121X1fwkkqf4cWnxD8wQpI+gNTodRQVWlKUqlVpVKVWlKUpVKtUSDWiybK7Xi9sVLuU
gISRtCB+JZ9AK4zKl5VxkuXgwku23HwrSlHpzD/mut4hhNow+3hmA0C6of1H1j51mtzcbnCtMJcu
a+hiOgfMtZ0K5nO4sSr7LctOFWxydIPymU4NNo969rVwoducxu6ZpcXblL/EI4P9NB9K6XDt8WDH
RHisNstIGkoQnQAr2WQkEk9u5qAZdxbsGLJW0h4TZoB0yydgH3NcEyzitkeULU2ZKokTZ0yyeX9T
51BFLUpZUo7Ue5PWreY+tU3SlKUpSlKUpSlKvbPzDfbz+lfUPAy7puOKGKFa+DdKEp8+U9jXWEk6
q+lKUpSlKUpSlKVTdebjobBKiAkDZJPQVy/LOMNvtr67dYWjdLqo+GlDQ+VB9z51r2eG8/ORb73l
kuS1IT1chaHKBvoB6V1aLEj26IiNGabZZaSAAkAa1UJyfitaLDK/l8Fpy6XFXQMRjvR9zUY/wLln
EGc3Oy2YINt/Ei3sklXL5b8q6dj+M2rGIaYlriIjt66kfiV9T3rbuOIabLilJSkdSpR0P1rneU8Z
8bxta2GVquMtPQtRz0B91VxHLeL+RZMXGm3fgYav8lknevc1zxbilrKlKKlE9STs1buqUpSlKUpS
lKUpSlKuT3rovCa+NWPJ4pfckpYkr8F3k/Bs/hr60R2HpqrxVaUpSlKUpSlKpVu+ut1q75f7dj1u
XPuMpDDCPNR6q+lcbnX7MeKc5UGwsuW6xE6XIUNFY9d10PDOG9lw9oOMNeNOUnTklzqSfPVbW75j
YLE04udc46FIHVsL2tR9NetQORccu4jLLFpZdstgX+KS6OV11Pt6VL8T4f2PE2txY/iyz1XJd6rU
f+KlR0kH261CMx4oY/iTam3pAkzQOjDJ2Qff0r56zDipkGVuLbVIMSHs8rDJ1se5qClZJJJ2T51b
zb71SlKUpSlKUpSlKUpSlVT3rf268ybXFjpiufMXku6UAQFA19m2d9ci0Q33HOZbjKFE+5ArZb3S
lKUqm6rSqbpum6boTVm6hGX8Rrdjv/RRAZ91c+VuKx8x35c2u1Rm0YJeMwuKL3nDqvDBCmbcg6Qk
f7q6WpdtsFs5j4MOGyPLSUgVyHIeJN6zCW5ZMGiOlBJS5N15eo9BW7wrg9EtbybnkTxuNyUebTh5
kIP/ADXUghLSUoTpKUjQAGtVpsgymzYzGVIucxtkgfg385+gr5/zjjfcr227BsiFQYpOi6D86xXJ
Xn1vLUt1aluKOypR2T968yd1SlKUpSlKUpSlKUpSlKVUd6uB3obPTtX2dgzjjGJ2pqSvalMoCB3J
6VLBV1KUpSlUNKrVKVjyJLUZpbzzqGmkjalrOgK5XfuIN0yS7qsGDtB8gakztfK3v0PapDhvD23Y
qgynj8Zc3fmelO9SVe1VyviHb7EfgYaFXG7r6NxWBzHf+70FRePgmR5s+ifmc5UeJvmbtzCtaHoo
10202S2WKGiJbIrUdlI0AhOifqfOsO95hYMdZU5cbmwzyj/t821H7VxrLP4gXnQ5GxyJ4Seo+Ie6
n6gVxe6XideJa5U+U4+8o75lq3+lYJUT3PWraUpSlKUpSlKUpSlKUpSlK9I6PEfbbH5lBP6mvuDH
7Y1CtMLlBK/hm09TsDSfKtyKupSlKUpSqbFWFQ69a0WS5dacWty5dzlIb0Plb/Mo+wrjLtxybjLd
ExIjblvx5pX9RY2Ob7+Zrq9ptGPcO7AUoW1FZSP6rzugpwj+9RmReslz9TkTHW12uznou4PJ0tY/
2D0qSYhgdsxJhxTalSpjp5nZb3VZ9h6CtnkGU2jGoSpNzmIaSlOwjupX0FcFzLjtcrmVxbCkw42t
eKfxn6VyGVNkTX1PyXluurO1KWrZJrwKtiqUpSlKUpSlKUpSlKUpSlKUpXrHWG3m1kb5VA6r6g4W
8UUZVJXapLaY7rLKAyN/i0NGusJO6upSlKUpVCdV4vOobQVOLShA7qJ0BXLcv4xW62uPWuwpVcbo
TyI5E7QlR9/OozY+F15yqWL7nc11KPxiOpWiB6HyAqR3Tibj+MIbsGLQfj5afkQzHT8gPufOsy04
Vc8olovOcLC1pIVGtqD/AE2h/uHmancubb7HB8WQ61FjNp6EkBIHsK49mfHqLGSuHjTfjudR8Usa
SPoPOuE3i+3G+zVSrlLckOqO9rOwPoK1pPWqUpSlKUpSlKUpSlKUpSlKUpSlVHepBhc5+3Zda5LC
uQokJ2d+W+u6+2GnA4hCwdhYCtjzr1qtKUpSlWqPTqK4zxvuFxD1ltDclUaBOe5XnEHRPlVXUYHw
lgpdKEzLvygpJ+ZxRPn7Co/ByS68U5q0TrzHsllbUAuOlwJW4PTddPxrDsQsAM21NRluAbVIU6FE
e+6ivEHjPFx17+X2QNzZn53QdoR/7NcEyPM73lEou3SatwA/K2DpKfsKjxOzVKUpSlKUpSlKUpSl
KUpSlKUpSlKqO9bvGlMs3BTj/LyFpaRs60ddK+v8PuCpuMWpbiFJdVGSo7qRDtV1KUpVKrVpFc44
u4jcsqssVNrWyl6K6XlKcOjoDyP2rhmBWdOZ8QP5ffXHpA5FBaufZBHoa7E5wDxVQ0h2Y3/4uVoL
9wPdgWuW9ZsgmAoQV/DrUdK15dDXz+74iXVJcJ5wohRPrXiaUpVdU1VKUpSlKUpSlKUpSlKUpSlK
Uq9tBcWEJG1KOgK28NgRY7cpSEKUVqaUF9gdV9acP5Zl4laXHmPCcEYDQPTQqXg7q6lKUpSqGseW
0lyM8lQBSUKB/SvmjhCoROL8lhtPykvIHsN19PdxWLOb8SE+kHRLahv7V8L3EclylJPdLqh+5rEP
elK9Gmy4oISCVE6AHmaz0qjsN/DSoyg4hzalDoda7Vh6a2vYIH5a8TryqlKUpSlKUpSlKUpSlKUp
SlKzLW6hi5xXXPwIeQo/QGtjcpzT8SQ0gAKMxTqCPNJB719N8NpEZy1W9hLL6ZBhIcWpX4D9K6Kj
tV1KUpum6bqhrxknUd0/7Ff2r5h4TKLnGN5Y31U6Tr619RivN7o0sf7TXwzkCAjILghJ2EyF9fvW
spTVbKzlpqeh15RCGv6ny+ZHat43b3MwKTb2i5dkgl1nt4ifIj3qNzYj8GUuNJbU262rlUhXcGsU
96UpSlKUpSlKUpSlKUpSlKUrNtKEuXeGhQ2lT6AR9xWZKheNOkNtIIJkqQAlPQdTqvo3hpJmuC1R
pzao5ZiHw0+ah711dPTpV1KUqlKrqqGvGSOaO6n1QoftXzfwbaDXF64o1+FLo6/+VfSoryfUEtrK
uwSa+Gr+tD2QXBxA0lchZH61rgnf/wB6u5Ne/SqlspHNohJ7E9jW+t9un3CzPIh2cuGOfGXLCTsJ
9PStdDu062SxIhPGO8knlcbGiPoaxpcl+ZIXIkuqddcUVKcWdlRrxCQfOtqMflHHlXrSUxA8Ghzd
yfasRFudLDchYCWFq5efdZ11tEWFGiyItwRKbfB6BJSpJHqKzYOEXS4x7W6wls/zJS0sIKvmPL3q
Ovx1R3nGXAQ42ooUPcV40pSlKUpSlKUpSlKUpWVbVJbuUZajoJdSon6GtgFuSJ7gYdCHFy+ZslWt
Hr1r6swRvx7DaZ07S56miguoHQgetTdPc1dSlKpVaVQ1Yvt9q+dOGJLfHO7pSn5St8dPL5q+ja83
kBbTgPmkj9q+Gsga8DILgz5IkLH71S0JZXLQlUVch0qAQ2OxO/OpRnTUWbf4LVtioaQGG2XFIQUo
U4e/U1J7vdYD/D+6WWfao8eTa/DbjvoR8y1nv1rWWxmdM4aSDHvjS5J6CD4gQpDSeqjodyaheNvW
1jIITl3aLsEOf1kjyHrU2TZMBYnyJ90vxfYW4VMxIjZ3y+QJrVXy+4hKUqJbcfLEVKTyvqcPiFWu
h+lTOz3i0v8ADSy2xtiE8tUstS/HWAWh35/0FcuYtSrrlX8ohOJ5HpJbbO/l5d9/0qQ3/Dbmu7iG
18II7BSwFJfToeRUevTrW7sHEWTj92tdpmwYC2rY4W/iEDZ15kGucX6W3Pv8+U0kJbdfWpIHoSa1
lKUpSlKUpSlKUpSlKVUHR3W5tr6ZPwkDwUBXxAWHR+Lr5H2r65wlp8YtbQ+EFSGyCUn3qVJq6lKp
Sq1Sh7VY4Np16jVfP3DKEI3G+/N8yleD4uyfPZr6Eq1f4VfQ18N5QNZTdP8A/Uv+9Z2I5SMTuD05
EFmTILRQ0XOobV66rNfzHKMmaXazqT4ygrkbZHMD5a12qlysmYONfD3GPIQjlDnK9pO9VkDG3bOW
kGdDakSopcK3V65Eny+tQlYKFlOwdE9R2NW7O6uSshQJHMB5VuGb0wh5tQtURSE/iQd/N9a9bhOV
eb009abcmE4EfKzG8iO5FYCUyFtuynH1p0sJWVL+Yk9/rW5y23Wm2uRGrV47iVMIW6+4rYUojfT0
61FuY/8AFW0po01TVKUpSlKUpSlKUpQd63eONOSLzCZYQVul3eteVfXuLNriWmFG8dDg5CSdaO6k
o6VdSlKUq0nVU5uuq0N2zLH7NIEefdI7Lx/IpQ2PrUCF/wCHVpzZ7IWL0luY62Uutt9ULJ8z71KZ
nE3FoTUN5dybWzJVyIcQd8p/3elSpiWzNiofjuJdacG0rQdgivjriPaXLTn12juJ0FPF1Gv9KuoN
RPWqyYVym214vQ5LjDhGuZtWjV8i83CWvmkTZDqvVbhNYynluK2pRV0/Md1QgnR3+tUS2XDpAJPo
BuhQU9D0PmPOvWOGkPAyEktjoQO9TPC1W9rK4M1I8JplDjshsq3tAHl9q88txJyFFRkNufRKs811
RbWk9WyT+FQ8jWBMs78i3xfhoD7KUp244+50WfUVGnmlMuqQojmB10OxVzEV+U4G47S3VnsltJUf
2qUW7h/dZSeeStuInWwF/Mr9B2rfM8PrVHRubMdcUfMkNivX/DOIR/6b8hrn7/1JgB/uKf4RxaV8
7D45O39KUFCsSVw3juJK4VwWkeQcRzD9RUZueG3i2grLAfZH+Yz8w19O9aFSCgkK6EdxVtKVK8fw
x2+W5VwXNZjxw8GE8x2pSyOgArwvmOtWuBGkpcePiOKbUl5vlPMnvr1FRw05aaNNVSlKUqQ4bNjW
/JYciaopYCuVSgfw786+scevdidgRxHuUVx1KeXYWN9fLVSsHYFXUpSlWlWu9eanAenYEdzXAOIn
GqYmXKs9iR4CW1FtySTsk+eq5NEs1+ygzJ7LL0sMJLj7yzvQ+pqS8LeHsTO59wamSHWGoiEq/p9y
SdV1Nr+Hywoe/qXGYtkf5ZIH71nYrGf4cX4WCfNU9aZ53Dfc/Ir/AEE1ueIXDyHm8FspU1GmoWCm
SE7JT6GuBcQeF9wwsiUlYkW5auUOjuk+48q58U66b61VDS3FBKUkqPYAdTXV8K4JXW/R0Trmr4KM
ocyEK/Gv7eVdKd4FY47BbYQFtL/M4FEkmt7aOF9ksaWlRkJK0dyptJJ/UVlZBw8x2/wH2l22OzJc
SeV5tASQrtvpXzFfMCyCwzpqXre4tmGeZTwG0qTvod1oHJZ7tNhkne1JPcHyrbWB653ct462878G
854im09da6kgfavNUKVLmy2lPyRFi7K1r2SkDtsVn45hbtz5ZU0rYiHqkD8Tn/oe9S2XdLTi0X4a
HG5nR2aYHc/7lVDbrlmQPKSVqcgtHqlLTfLv7nqajr7z0lfM++txfq4on9zXjy7Ou9UIIOj0PvWZ
CuU6IoGPNfa0egQ4dfpUotufz4i0onoTJb7FYHKsD7dD96kr8Gw5jDLrKk+KBoONjlcQf9w8/vXO
79YJVilhp/S21f8AbdSPlV/6PtWoNK6Xw4kB+wX6A41zJZQialQ7pUg70K1nEy8LumSAIVyw22UG
O2E8oG0gqP1JqK223quNzjQwsJLzgRvvrdbSZjjaWZz1vlfEIhKCXuZPKR11sD0q+94uqy2mzyXF
qL89ovFvl6ITvQ6+9UyDHoVmjMcl1S/LWlKnI4bILe/fzrAh4/PmzWYjbKg6834rYV+ZPfdaxaC2
spPcHRq2lKvC9dhW2x26pteQQJr3Mpll9C1pB7gGvti1zmLlbo82Of6T6AtP0NZ1KpVaoa8ZDyGW
XHXDytoSVKPtXy5keb5dkWUSXbG7MEMuqjMpYBKSO1c6uEOZAuD0ee243JQo+IlffZqQK4gXZGNL
sEMMxIKkgKDSdKX67PnutxwxzV3Dm7s5Htr05+S2gNhAPKnlOyTqplaHuJXEKA5col5ahxSohLaT
ogjyqD5vasps97i2e43h24SHtLQhKydKPYfWsqFNzPFWJT716divw1JHwMlZKnknsUg9xXb50GRn
fDyH/MEGGHgl2WnWjypHXX1r5uhYrLyXJn4VhiuKjfEFCHCNpQN9Co19A4RwbtONONzrgoT56eoK
x8iD7DzrpalIZQSvlShI/EdDXtWjyDMbTjtlVdJUhKmN6SW1b5j6D1NckkcfVyslhIiRRHtXiBL7
jo2og/2rJVxhI4pJjRnUvWV0pY2k9N/6h+tdmktxXobiZYbVHWn5w50SpJ69a5DmfA22XCI/cMbc
U3II50sA7bX7D0rgchi5Y9cnGHEvQ5jRKVDqkj11U4xCZdLw45IecCIqEJadIT1fUOoB+x6+vSrM
vy4wlKtttXyvp6OvJ/J7J96xOHt9nNXdURUhRjmO6sIUkK+bl3vqO9Z0rHMmvEy0yHS/d4K0B4L5
PlSCeorGFsgQMclXQ2dMt1Up1v53OUNJB1vXnVkTGIcnFYd6tpLlxYd8STEJ2VNA90jzqH3VXjXe
SsJCOdwq5ddt1LsLtbdru9puF4hqUxKkJSyFp+XW+5rS50llGbXhEdDaGkyVpQG+g1utNAuEm3S0
SYrqm3Unex2PsfUV1O2XKFmNmeYfaCXNcrrYOyn0UmuY3m1u2e5Ow3tEoO0qHZST2Na+pDYrhGiW
67MvvONOPs6bKDrZ9DWJc5SLgqO8jYKWEtrB9UivO23E224R5aG+ZxpXMdnvWylXSHFdkG2Ouram
gF9LqRsddkA/WpplucxZlviNQ3m34LlvDJhqSOZlwdN7qHXmZEmWaG4p5D9xPRxaQQUJA6JPrWQM
qRFn2qXHa+aFC+HI33Vojf71FXDzuKUddSTXno1UIJq3VVArYW62PT3wloEo5kpWoeQJ1X2PiVvl
2iDHgKHPDbjthpZPXsOhqT0pVKbqI8R4Nxn4VcGLUXBKLe0hs6JHmKhXAudbRjjlpcKG7nHfUp1p
wfNs+Y3XK+M8F2JxImuLRpuRyutne9g9P+K67aOHON3Ph/FeatrDs1yESh7/AHkf3rJ4O4yq0Ye4
3OhBuW68vnDiBzAdtfTVa+88Oskx+e/Owe6mO1IJUuIs7SD7b6Vj4TwsuyMmTk2VykvTEK5ksg7H
NroSakXFXFot4x5V35Epn20eO04QPmCTspPt0rfWucclwJqTHAQuVC5QE/lVy1A+Bhj2+3Xe0S0h
m4syit1tY0eTXf6V19Dza0JWhaVJP4Sk7Brg/G/PpTEv/DdsdLYCQqU4jv17DdcqyFMyLDtVr+Nd
eacaD6WVE/01K8qn8LhDld3scOM+LfDj/j5uUFfXzJ86jT2HxrLkVtsxfccvYnJS8lI+RKNjRFfS
2Q443kVnZtch9xtnmQp3w1EFwJ8tjyraxIkeBCaiR0lDLKeRKd+VQDixhFqv+Pyro8lLM6G0VoeH
Tm6dlVyd5xGK4Unw1AP+HpJH5nVef2/4rlZC3XCTzKUo79Sa2dmuEq1PyHozfM4phbZV/oChomtz
GzK5sTraYq3wzEaDKWUrOlHz/c17PX+Cu1sW+7WaWXWlLWdOlvmKjvZHnWptd+u8SfHFpUtDrYKG
kIGyUnro+vStc66+9cVyXUc7vic6wEdN76jXkK2juSzp15iTJcjkS04gpQgaS2EnyFYWSOtSsinP
sveO266VhzWt7rVchHetlYLqu0XdiUlZCAoBxO+iknv/AO/tUy4hQEPwIlza6lJDex2KVdR+/wDe
ud6NZUCZ8BLakhlt4oO+RwbSfrU+fv6Jdhd8bGoSmXmeZT8NPJydfP0IrnqnR4JRob5ubdSGz5La
oFt+Fm4/FmrCuYPLUUq+lUbuVkdW8uRYFkL6oSy6QEj2rxalY8Fp8S1yigrBJD5/D5ipH4/DKRy7
i3aIQnrpYWD7VCLgIhnOfAFwxifk8T8Wqq64hy3x0cgCkKUCoDuO9ZyYcKBFaVcW1rdkJ50JbVrk
T5b+ta6dBfgyfCdaLZICkhXcpPUV4JbJT2359BXVOGEFN2fZtaogS4t9D5c8+RHXr7E19QNaB5QN
ADpXtSlUpXmsE1zLN+Fxu1wTesek/wAuuyRsqQeUOH3151wnOVZa/c0x8jUqRJiJ5QoJB0n3I66+
tTDh1meaxMcXEs1sbukZlXKnZ2pont032rseAwMgaiSrlkj3/XzVhXgg/K0kDoBUwVo9u9cy4mMm
Oy7d4OTu26ey0NRkvDlWAe/L61qo2AXjLrUzKk5vJlQZKQpSG+gI11HSuo2a0xrFaY1tiJ0xHQEp
9frUSvN9wqLLu0hTjRnsN+FMLPRwpPQ9fOoU2zmmCN/zCwyP55jrhKkMFXOpCT+9X2PIMEyG6yms
gsX8tuM0hbplE6WR6E9u1YnEbAY9tvEPLWXPGt4faDjKE9ENjQ2Pauqws7xiV8CzFujDipZCGW0n
Z2B215V4qwS2uZ1/itxSnJIaCENqHyg/6qivE/iuxjTT9qtayu8aGlgbSgE9fvUDm53xFsGPQb5N
u8ZxmcP6TDjY5wPXVRS9cUMjysMQrhMDMQrSHEsjWxsbJ9azuJBX/KoQCR4fjnavMHl6D+9anh4i
Kxe3rtPaDka3sl1SFDoo9tVNzbbK1cbvFt3hvLutuclgdCGgRtKR6HdQi3tFGJQZoQkLjXQJUrXU
7A8/TdTHOjPkYZMmXhLMpxcxCYrjaU8zKNdlEdt1quHtk+BQi/SCy2+44G4jbygNg9FLG/ICsNMW
Vj9uv80Jb+MYnBBSpO9JJ3v6EVgYpHtuQZVLNyi8sUxnny030CVBO+n3rR2FqE/kUVmalSoi3eVS
U9NjfQVkZOm3MzXGIVskQlNuKSoOL2CB21UerqF6Jd4cNKfJQsMsqA7dRrQ/Sohj+JXLJY09y2hD
zkNAWpnm+dQ9h51pTDkCV8OWVB7n5OQjqFemqzZ7j9vdetyJDvgp6KQT0J89/etYpWzVB1ro9slu
N4bY4iGG25cmatLTwQCvwem/tvdaG6RmWLe+4yecicptPTWwO41WLdvCat0flis6e+dEhPRQ9Uke
1ZOFWqDers9DmqQnmjrLKnF8o8QDpWBMiIaZQlptwBo8khSj8qV78vtWyzWDLjXltbjZLLjLamXE
JISpPKO30rSTri/cZbb8lRWUoCPflFdIccwq3cPlS27dIj3a4tKbZ5lBXQdOb2BNbnhbkRu1/hwW
PCiSkRksFzl0pSE9TqvolHfXp516UpVPOrSsA63WsmZFaYNwYt8mcw1Lf/7bSlaUqtgCVg68jXKs
+ssmwZO1mcKKJUMI8G5ReXfM325gK82cUDqWMp4czGoynxt2K4rTbvqD6Gt5b+IyY05u15Rb3rRP
UeRKyOZhz3CqyMkgLu1zSwcuFviqQAY7SkpUv7k9qxYOFYNGcWXnY8+QBpa5crnOvuaswKTAhZNe
7NaHkybaOWQyWjtDBPQt7/etjxFzFOLY8osJU5cZf9KK2juVHzrVYbw7hIw0tXyGh+4TwXZK1Hat
q8t1CL1Zcu4Uuu3Kz3JEmxBf/wDHec/CPTR/4rf2TJMK4rx0QrtBbj3RCfwKASSfVKqzGsZybDku
ohui+WDqF29/q6hP+3fetXhrGJr4jvzI8FNuV4YEaNKQW1pc8ykHpXSMmzCz4nE8a5SAFqB8NlHV
a/oK+dbJEuUniH/ieTjU+dbHX1OeGpnZKVbCehrX8WskTfsnS2xEehMQ2g0Izo5eRXn0qApUUkEH
qDsV1K+spyLC25TO1uIQl9OupJA+YfXvXOmLlIjW+TCaWAxIILg130elSbHsdvxZbuceZGgodBaa
VJf5PE300kVjQ7Tf/wCau4z0jrLwccS6rSEEdeYnyHvWZEXe2HLvb2rjDeiq6SlOObZJPYg+taS6
tXWM7Hjyni98O3totq5kpT36a8q3wfyzx5UyQlt5IZbMjxdcikn8JVXhZp9ys2Yrku2xl19TK+eO
RyoKFDv9OtY8q5ayGEX7fGt6mHwsqZ7cv18x71bmkiRPuS5r1zjTEuKPL4J6oHoelaC3QHbhcGIj
X4nVhAPp6/tuunZc2y3iyoaXkJU2EFtsn5lhPToK1PCaY5Cy9UfleSqSyppCkg/KrWwf1rZ3p6DL
uK2r4lmHkyVlCJDXRsnfRTmuxrn1+tM+03R1i4aU8TzeIlXMlwH8yT5itURVKzUXOWj4fUhY+HB8
Lr+DZ8qqi4SEb/q7/q+Lo9dq9aXG5vXJ8uvcqT/pQNJH0FWQGlSZSGEOoaUs/jWrlA+9SNjEZT8R
zwr7avCKhzoVJ1s/TVXyf8Qrskdh24sOQWwpLQLwUQN6IHnUdCHZkpiKlLYWVBtPkCSfM10e5YVf
14xAhSLE+9Jt6lBLzDoWhbauuvY1NOB+HLYky8gkx/C6llhtxJC0a713Me/erqVQ0rQ5TkUTGbLJ
uUtxKENpPKk/nV5CoNw8xMXfmy7IGS/cJqy4yl3syjfygDyrqiBrpVj7SHkKbcQlaFDRBGwd1yWU
xK4U5C5cI6HHcWmr/rtp6/DrPn9K6DPfsNysaZ9w+Fet5R4iXHACNeRFfOfEd63vzIt6tVokJt5V
4aZMhfyPa8kjewKjvxFpntRnEWyRDUHkIddbdKm1gnrv0r6kgQrDheMrkwo7bENDXirKPxL6d9+Z
qG4lHVxDypeX3GOtFvi/07cw57d111hKd9+9avIMdt2S21dvubPisK8t6IPqK+ec64RXPEnF3iwO
uvw2/n+X/uM9f3FTThjxdRdyzZb4pLU38DL/AJOex966Lk2J2zJ4ngzG+R1J23Ia6LbPqCKgdmet
8O8XK35BFVdbrZW9sPqRzrWyeo6etXWLMc2uFzmyI+LvOWlY1GbdIaLfp3rnvEaxvfyq4X++JhxL
pMkpUxFaWFKCQNHtXIjU8wLIG2d2iQQA4oqZUrts90n614Zhii4TrlxgtbiL6uIT/lE+3p/ar4bm
P3mzRDcrpIgzIKeUtgFSXUDqOX0NerGU2yfdLz8f47cecwllp/8AEtoJ6Amta1JsduXKtolvyoEh
KSt9LfKpKh20N9e9eVsetbFzmNGS4Yr0dTTbzo0QSOmx5VKrTktnnSJTNyQ8u3KiMtveHpKiUHuP
atbe232cvZn2t+PcI8jpHQlQ+ZvWuRQPUdK0uVx4jMxh2E4rwXmuf4dStlg76o/9e1aNqO68sJaa
UsqISkIG9k+VdMxfH28eguzp6kJklJUonqGkD/n1/SoTfsgXc72JzJU2hrSWUnrygef3PWtjZMvv
P89t6xJSkoeSnaWwOm/atNkMlyVkNwedXzrVIXtfl3rPh39MuC1arwfEhtjTboG3Gz5aPp7VoHW/
6zgb2tIJ0da6V4kU10oRqqVckkdvrWxgW4zY0x1LqUqjNeIUHuob8q2lifsyGXol4t7yluJJRIC9
Fvp5Co+shLqignQVsHz9jU7t/wDiW3z7JHt15lKlXBAX4KVk8gJ8/tX1Zao7kW3RmX1c7wQAtetE
q862I7UpQ9q8179RquOqak8TeITiJDSk49ZHlI15PuD/AO9TFzNIlmyZNiuEJ2EyshMWUR/Sc9Bv
yqYoVzdavPnWvvFrj3e1ybfJbDjT7ZQQe3bpXKbFwnu7q0W/JLop6yw1bjRWVkBY3+as/jFiBuOC
IMEpZbtg8QNAdOX0qI8F7DZ7/iF3t8pwOvPr0pojq3rsofesLN79eG8Zt2EPJdTOMkslZ6eM2DpJ
ru+L2kWTGoFtT/kMpSfrrrW6Haq14vtIdQptwcyFDSgexHpXzBxOwP8Awhk7Vyi+I3apT3MlxHdh
W+oFdFxziA9jbce2ZS4pyI6kKiXVKdoWkjoFH1rluc5bIi8SbjdsduZQhwJAeZPRY0K20zjJcrhw
8kwJDi0XfnS2mS102jzJ965NJlPyVczzzjp9VqJ/vWONmsiIw8++lLCCXB8w0dEa8661jD11mW5l
qdAmOKWn5H/AJS4n3PatfdsAhy5YXFdMJSlaWgoJSPt3FYGV4JZsdtCJLd/EuStA5GkNHqf+K58R
13/arfOrw4oA6Kh08q9I7jjLqXGlFLqDtBT61uoGOXe9yfHLC20OnmU+6OVPXz9/tU+t1utuJW4q
kyum+ZTjn+rX5R3qEZPlz14WqNGKmoI6cp7ue5/9VGN7PWs21SG4t1iyHgS028lSgD3ANZmTCMch
mOQ3kux3VlxCh/u66+260xSQO1TTDpgsVsuF8ftbM1CUiO2Hj8vMTs9PPpWwayfBJGlz8PU26ep8
B4hP6V7zr3wybhKMHHZbkkjolx3QBqAXGVGlO88eKmOP9CTsVgmrk+dbGLPbj2qQwhJDzxAKx/pH
cVk3m4wrhb7ctsOCc034UgqA0oD8JH2rSp6mu6cA45nXefcpunfh2UssuOHZR56FfQiFhQ2D0r0B
qtKHtWPI34LhHUhJI/SoFwkkNu47OT/nIuL/AIu/XmrcZ/jqMjxKZGKf67SS6wsfiSsdRqvDhhkD
mQYZFekHcqPuO9s9eZPSpnSqedQnivNELh1dlb0XG/DH3r5+4K3F2FxIgth3w2n0qQ4CdBXTpXRb
NDVmnHS43FzSoVoIQkHsFDoNV3Ie9VqmwKtUoff2qM51j6MjxCfAUjmcU0VN9NnmA2K5XheV4w5w
+Vj+XqT4kNamShaCSB7elRDLsFaxuWxLjOlzGZ6kkSAnmU2DUUy/HW8buTcSLNEyK80l5t1PQEEb
Fak2a5qjIkCBILKk7Cw2eUj61jxWC7JQ0pQQCrSlHskeZNdkwbClZBGTAiRw3bQv/qrkU/O+P9CP
b3rpmX5C/jos+O48018bJV4TaOXfhoHTZ9K5vZbt4mXyIGUPzHn3gpKVJ/C0tO99hojtUaGexm5L
0afGJS2spS4zohfXW9Ht0r0+Mwq5/O4mIhfchbZaP7aoMfw1z5w8xpXUamaA/en8mwqJ8zjsZXN0
+eSVa/egv+IWgFMVppax5sMcx3/5GtPceIspznRb46I6ewcX8ytfTsKiM24y7i8XZchx5fqs70Pb
0rF30pVaksTE579jl3FcdxKGkhaFbASoVj2i/NWtlxtdphSy4d88hHMU/St1kkZVvwuyJDzIE5S5
SmG/ybOk1dFlWX+eWSLNbbXASyEPrT35lDz+lR7IrI5YLq5FU608g/M2tpYUlSfI1pz3qlKU3VR3
rd43eLhaLtHXAmqiqLgBUT8nfuRX1dhmTyrut2BODC5UdCSt9g/Irfbp5GpmKupQ9q8la6/2rmfC
dzc/LGBrkTc3Cn9a6Y4naSCO4IrlHDEm1ZtllkKtNpfD7aT7nrquspOhV1WqOuorjXH67JTirEJl
1tSnHx4iUr6p16iuQYRh+Q3d1F5sTKXFQ307Cla69/0rsPAxp9EnKjLQEyfjUhzR382jsV2Qdqr5
VRQBqP5NZ7heIKo0K6uQNpIUtofMSe3Xyrn7mAZhjkZc+05dKmvtArXHk7UlzQ2QN1IrPbrJmGFv
PsWyKw/ObUh8hsAhzz308jWVb8NUOHv+Grq8iaoNKSlYToD/AE6r5OvkaZb7m9bZ3ODEWW0pUew3
017VN+HFovuZodszN/ciW9lPM60FHZTvsKlORcPoXDubFuKELmWaSPhp3iAcyArpzD0qS4RcZeIZ
FGxSY/49pnNl22SfY9eT9K2szEsgj8Q3sitqYcpDrIQkTFkFo/7dVo8jRb1y0v5fbnbQ42lxCZMR
Q8J8H8p9zXzpcFtOTX1spCWi4rkSPIb6Vi8xoST3pvVN1SlKVUd+tS2Hb74jGJbrXgqtzqAVlTg2
Neg71Go8V+QrTLSlnt096ukIkIe8B7nKmhrRO+UV5jmBTrvo9fKrVlXYq3r18q8jSruU1cpBAHyk
bGxsV51UA1ckkHp38q6di+dXJjLLRcC4wwhbYjyNK14iU9Nq9/evqaLIblsIfaUFNuJCkkHuDWRS
h7V4u75FEeSTXIuDAdVeMscWdoM9Wuvns11C7XaJZrc7PnPpZjtJJUont9PWvn+JxHs//wAYnL41
4rVvkpDPOeg/8jX0DEu1vkxxJjzWXGFn5XAsEE+gNZviAp2DsHsQK5/xIz443ETbrXyyL1K+VppP
UoB6cxqHyuCsu5WuPcHrs4q9qHivB0cyFLPXl17VnYBcFYMxIxa9wTElcrshEgH5HvM6P/FZPAc+
PZL3M+Y+PPKgT59K64Pw1cO1Uq1QCj2qxxAUgpV2NQvhmhTdqucc8oSzcngkJ7Ac26m6k/LXGuNH
Dk3mGu/2xkmcwP6zaR1dSPMepqIcAJkSDlE+PKfS088zyNoWdcx31H1rv1/tEa+2OXbZKApp9opJ
PkfI186TMlbawcW92SkXfHrgBFXvZWgHsKi8rifl0iUXv5w+2QrmSlJ0BXreeJt/v+OuWa6ONyG1
rSrxVJ+ZOvSoQTuqUpSlKUpXqHnQjkDigg/l5jqt1jUKNcriYkm4mEFpJbX2BX5AmpPZcak2m+XN
i9uRY76ISloXIVtLm+m0+teysaj/AM1xy3Srnby0ohain5QUk7O1ftWsz0+FcpDbllYiBx0qYfZ6
pcbHQaPaoOqrkJB7107EsexOZiV+ussyXlRI4A2Ncqz6VHLjdLDcbGOeO43cmUJbZ5PwlI/1e9Ru
Gy2/NZadc8NC1hKlEb5d+dbW7YvcrXeBbjHW8tYBZU0kq8VJ7EV53PF7tZWmXblEMZLp0jnUOb9O
9YzEUomI51AtBaUqUD2B86+0sTZjx8YtzMV0usIYSErPmNVu6VQ1Y5/21j/aa5VwbZIXlDp181yW
B9iaidyVfOJ/EuRYXypi0W50+K2k6Ckg+Z9TWTxQs9qAi4pYIMRqQ22X5L3KNtIA8zUKxbh5l+TY
8zJtc5KYSHlBpJdKeo/N9K6HD4ecSDHS3Jy7wAnolDalH96kmH8NFWK8P3m7XJVzuC08gWtOwgfe
nFGXkVttkO4WSeIsdl4fEqSN6STrf0qJ35675DZ5MWauOm+WdIlMPo6JfYUOpArdcANnBZBPf4tW
660POrh2pVKsWflJ8h3+lci4T3tUjMMqtoP9ESlOtj0OzuuvaJqjiApBBG6+cuLHD+5Wi9nJrJHI
jEhagwNKbV66rWSeOmQOYy1b2kNtTkjkcl66kdug9a5U/JckPLdcUVOLUVKUT1JNeW6bNUpSlKUp
SlB3rf2iZY27e+xdILrjxPMy8yvRB9D7Vi3W9zbxIbenPqeU0gNoCvJI7D9KzbnOdym8xUx2ktrD
SGUI3odB+1bjJ25NnxS3WS4SGn5aX1PDlWFlpspACd/XZqDK716NsuraU6lCi2k6UoDoK3liyR+0
2+420t+JDuDfK432Ox2INaVtpyQ8lplBWtR5Up9ayHrZLizUxHWFIkKIAQe+z2r6FtlxkXDh5Khw
Hm0ZNZY4SpxTYKwnvofYV893G6z7nKW/PlOvvEnanFc1eEfxVvIab2StQAT6nfavtTD3H/5BEZkR
vh1tMpTycwPl36VIqUPavJwAp0exrhGMX6RivEDLbUyw5IYVIU8FD8DY/ESfTpUz4SwwqxTL64ls
ybnJW8VA76b0BXE8luFwOW5Gh5xTUyW8mMEk/MUFXYftX0rjVujY5jMCBttlDLKQdkAc2uu602Rc
UMax9JQucJUnyYjHmUT6dK07HFdSA3KueO3GDbHVcqJS0bA9yPIVXNpUp25W1VvhvXS33COpp9ls
7Ro65VfY1vb5aIrGGS31R0JltW8teJr5gnl/Duop/D64FYTLQB1TLP8AauujtVRSqGtFls+Va8an
TYTfiPNNlQTre64dwEmmRmd3cccCXH0c5Se5OzvVfRiDs9O1XHrXhJjtyGHGnUhSFpKVA+YNfG3E
bGzjGZToKRysFXiM/wDiaiNKUpSlKUpSlKrum6uDhT+HYPfYqqnFK6qJUfVR3Vh61u8fNudW5Gus
6REirGwWk8wKh6ityv8AwNBgyGkpnXCUoHwnQfDCT7isFNstUeMwuTcXWn3WfFR4adhKt/hNa22S
g3f4j7yy4lt9JUpR76NTy13iVjnFV12Q4URrgspUfyuJWNJ+3WoNkFskWvIpkKQ2EOJeV8o7EE7G
qnbECw47hlveU4y/kcqW2tPKd+AkHsR9K7vgEm4SIsx64uJWHpKzHVv8g6aA9KmtKHtXmpWvLeut
cR4eQU3jNs8ZeSfh5Dq2isHZBJ7A10zDsYaxHH2rW08t9CFFXOr6+lcB4jYZfBxEMhppxxcxanWS
jrrl2dA+tT2y8KRkFoizbpfr0fFSFLYdcKSn1BFS+y8LcVsL4kR7eHH0/wCY+ec/vUN4wZuiKBiE
YIbclAJkSHE/I0g+grG4e3DH8RdcM/NmJrYa8Nhr5tNj71KMp4k4k7jVwYYvbDjrzKkAIBJOxWu4
DIZZxi4oYd8ZkTNIc1rfy+ldaFXCqVSsS58wtkooSFKDKiEnz6V8r2e3XzHJLeeIbLcRucpDyACk
hO+ux6Gvqe1z2Llbo86MsKZfQFoI9DWZRQ6Vw/8AiItMY2aBdEsf9Slzw1Oj09DXzmapSlKUpSlK
UpSlKUrLt6oqZbXxocMfm/qeEdK17VuJ0nGW3Hf5fBmuBQ0kvu/h9yAOta1a4q7WklbhlBwgIP4Q
jX/usJKtH0+lTez5XZ5sOPb8ntzkpDHyszGlacbH/NTLPbZh0hLGTu3Z11uTFS3Hjsj+opaRrmJ8
q5VaGlSr8wG2VyB4nPyE/MpI66/avqfAmpVxh266SGhDWy2638KFb+VRHKa6BSlYsxYbiPq12bUf
2rlHA0FyJf5RIKnZ6tjz6etdd7gDWq81x0rcQopSSjfLsdq9Up0PSihvt3rVz8dtNzdLk62xpCyN
FTiATr618lcS7MiwZ1PiNx0NMKVztpA6cp9K2sTFG08Fp9/kM6f+LR4CtdQnejXVf4fD/wDJcwEg
/wDV9P0rsA7VWm6puqK0RWmv9jj3bHZ1rUyjw5DSk8oGgVEd/ruuX8FspdjPS8MuKiJERavh9juk
HqK7Uk7od+VQLjDa/wCbcOrgkJ24xp5P2618gqB86tpSlKUpSlKUpSlKUqoNVUrfard16shKlpSt
XKknRPpXo66dpbDiloRsJ2fL2rOx+RFj3qO9NLiWEnqWz1r7Hw9tX+HYTqt/O3zJ5hohJ7VIaUNa
67Q3J9tkxGnVMrebKPET3G64JYLvceDeQ3C33yI8/apDhKJCB3O+hBruOP5HbMltyJ1tlIdaUO3Z
Q+orccwHnVQaEgVQnr0Irh3GzCpl9v8AZpVuZ51PajuEDt6E1Lstx4QuD020NNpJjRB0SOhI6k1E
f4c5H/6Neo5USpL6Fcvp8tdyT+Gq1Q1rp95h22ZCiynORyY4W2enRStb1Wek81Uc7DXf61yS4Wg4
Bn7mUBAkWu5K8OSsp+eMo+Y9uldVhy2JbDb8dxLjSxtKknYNZO+lYF4iCfZ5kQjYeZUjR8+hr4du
MZUO4yYyxpTTikEfQ6rDpSlKUpSlKUpSlKUpSlVBIqpINZVubLk9hOlFIcSTob6br7cx/mNniqK+
YKaTy7GtDXatvSqGqa61HsysjF8xmfEdZbdUWFFvnG+Veumq+V8cseTSoc6VYJDwehr08wy4QvXq
E+dby3cVM8xpxLU1br6UnXJMQQT96ndq/iHhq5W7taXmVjopbJBH6VK2ON2FutBapzre+4U2dir5
vGjDYrKlIuCnzr8LSNmtSeNUaY4lNrxm5zR5KCNdfvXlJ4nXaTDkxrhhtzZadbUjnCdgAjzFav8A
h8ti0M3u4eLytreDRZ1ogjZ2f1ruY7VXyqh61DuI1pfuGNKlQ9/G25Ylsa9U9x+lbbFr9HyHH4dz
ZPR5HzJ80rHcGs25XSDbIi5U6S0w0hPMVOKArkN7zqNxAun+Gre6Ytod2ZNwdToFIGyE7qzGOJEX
FnkY+8lcuztvBmNc2kkI6+Sveu1tuJcSlaCFBQ2CD3FXKP6V8acTbcbbxDvDGtBT5dH0V1/5qIcp
po1SlKUpSlKUpSlKUpSlKVIsMcbRllvQ6ElDjnIdnp17fvX2fbT/ANGyhRR4iUBKgjsNVnUpVK81
J79AQRXzRlibhwt4nm8QARAmLKwPJQP4kn967ciLYM/xll9xhl+O+3sKQBzNn0B7ioPcf4fbDMke
JEnyoqCNFGub77NVtP8AD7Y4MxL06c/NbT2aICR99VvLpi+DYLAVdX7MjwQsBSinn5ftUhw2+23I
7R8da4Xw8QKKEAthO9eYFSJaOYEKSCD0I1XM+GrCLXmGY2rmCdS0Pto3+VQ//FdQ7VXypqvJxAUl
SSNgjqPWuH5BdpPDTJHIlkceVGluCQ5Hcb202kn5ikjtUczKy5Jerm5fIsr+c25trx1q5/6I89BP
tUyxThrGyGzwLteLmuRHdbDiIcfTbSfY66mp/d8Rtc/Fn7IiIy1GLWmwlIHhq8iPSue2DObm3jTu
NxIypV+gBxpbm/kbSnstR+naptw3kXObhsOVdJSpMh4qWpahrz6D6VyviRaox42WkzGEvRpoQFoV
0B8qml04F4lPWpcdL0RZ6/01dP0qEXr+HiW0lbtourb2hsNPJ0o/euV33Db9jroRcra80CSAsJJS
fvWhUkhWuu/SrdU1VdGqUpSlKUpSlKUpSlera1NOJWglKkkEEeRFfYHCi4ybvg8GfLIU64nkKvXl
6bNTqlKVTyqKZ1h0TM7C5Bf0l5PzMu66pVXFuFOWO4XlMnFLqopjuvlCFK/IsHW/oa+kUDoOux6+
tVNca4+5K3Dx1qxtqCn5auZae/KgVM+Fh8Th1aCEpQPC7J8+vepmR0rkkdC4v8QcotIc8N+GFOkD
Y3roTXUlSmW3UNOPIStYOkk9T9KyEnoKurzc311/+K4tk1zlJvin7i20uZaJHKoBPR+I4dHp7VlX
jDLzYm3LlgjochS0EvW1w7QpKh3G/rWXjGQowjDIdqvJcTdURlPNx+XqSSdITqofLz+5T8Oixo0p
1d3duIXJbAILLfONA/XtUnxiKmNlGbPMtNpSmMkL5D+cp2f33U7wIf8AyXa9jRLW/wBzXFePVwch
55ano6gH47AWk+h30rZw+O90gQ2U3vH3C4Ug+MNpCx66NSK08fMXnOpRLakQiegUsbT+1T2Fe8fy
SOPhZkOakjYRsKP6GtHfOFuK35KvFtyWFq6+IxpJqBTf4dITjy1Qrw4hB3yocb2R96hlz4E5XDe1
Fbamt70FIWE/ruolesDyWxSfAnWp8K1sKbTzJI+1Rtba21FK0lJHcEaNWU1SlKUpSlKUpSlZDZ+U
thPMpegNetfY3DKzuWPA7ZDd34hb8RQPkVdamNKUqlWHvXzVcsNYu/HGfanJi2FL2+04O4X3FfRt
vQ61CZbfXzuJQEqVrWyBqlxlIhW+RKc/Ay2pZ+w3XzM3ZpWV4xlGY3Za3eQFMTmP4eu9j2Fdh4Ly
/iuGlv33bKmx9jXQFBWgAa4dcMyOH8aZ7t4aUmHLZSyh7WgE+vvWhyrNYbPGa23SHPMiC1yBfIva
AD3r6LZcS42lxKhyLSCk7qqH23lKShaVFPQgHqPrV/Qj6+tcu4o25LVytdxSgalc0GQr2X2J+hry
x7LZ8PDIIWEqMOWq3y1qHVvyQr+1bS1zW7jjbmRXOC1Lu1rLyCrk0dpPl9tVqBMx26w7+tuyJZfd
hty33GT86wdHofUVv7XYLZZ8FnLsqVp+Nil4uuq51rUU76mvfhXPRP4fW5QVtbfM0v6gmuPcaxAV
xNji4eMIwiDnLI2onrrVdDxfNcFyOyRLZKWwHG2w34MxI5unTvV914KYdeQXYiVxVK7Kjr2moZM4
BXa3yC9Yb5og/KCShQ/Stfb8m4kYE+4zc4MidDBIJcSVD6hVS+zfxAWSSsNXWI/DcPQr1tNdFteY
49dkJVCvEV3m6AeIAf0rdK8NxOwErGvLrUYvXDzF78k/HWpjn3vnbHIquc5H/D7BeHiWGYthf/8A
W91H61zu6cGsqtrukxxIBPQp86h9zsF3tLqmp8F9haD8wUntWpII7iqaNKUpSlKUpTRqSYLazeMz
tURKOcKfSpQ9h1NfarTaW0pSkaSlISB6AV7UpSqaq1XTrXz9f5Yg/wASUJZHKhakIUfXaa+gEkdf
rUN4pT3rdw9uzzCCpam+Tp6HoTXLcwuk7FeEWPQYTTIiXKMUyNjqVEc26nHAuO6zw7aLh/G8pSev
YdK6cTXHc1jQsn4x2KyyI6H2I8da3kqGwdnY/tUX4o8IodktirzZEuJZQvchne+RG+4+lbO0TeJF
oxyI7ZVxrxbFNhTLhAKwPQio43xEy3GMkmXebZHGhLSlDzKwoI5h0BHpUyZ4p5tKbS6xhTikKTzJ
V10aj2X5pl9/x5xqfirkOOy6l1T+j8miDutky6lu5Xy2KADN3tzU1gervTr+tTrELNPi26+RpYI+
KX/T36lsAn9axcdxCZBuiRKZQGHbaYzxCvMqP/FTC3Wpi12FFsSsqYabLfMv/TXFsQt2VSWb1Zsc
ubEGMxOVzOk82gfTVZln4U36359brpeJDV4jkq+Icc68vfyNSm/8F8XvT5fYZXAeJ6qjnQ39Kh1w
4d55iTiXsVvT8yOnqWlr6jXlo96R+Lea2JRRkONOvAd1JbKaktr44YtckeHc2XoKj05X0c6a2a7D
w7zZsrZat77i/wAzJCF/tUbuH8PtqK1OWu6yYavyhR5tVqxgPE7Fz4lkv3xjaOobLh6j/wAVV6xO
LGZ2qUqHe8Ycfdb0VKaQQdevSpdaeM+LzlBqYt+3SCdFqS2R+9TqHdbfdmeaFLYkII6FCwf2qyTa
rfMcU5JhtOrUAkqUkEqqCXngjid1eW+2y7EcUTvwl9N/SucZXwFuFujuSrJKExtHUsqGl/Y+dc6d
wjI2YXxi7PKDBBVzBHbXTr6VH1IU2ooUCCO4PerCOtUpSlKVVPUit1ZLFKvanfB0G2tcx9z0AFfT
HDDhvExO3tTZLSHLo4NlwjqgHyrpSR1q6lKUqxXUa86+YuI0p23cc2JTmiEOsqG/TpX000oONpWO
ygCKh/FRBVw5vHKjnIa3r71AcxgoyDgbZpTaQVxWELSNeg0akvAttTfDtlSlE8zyte1dKcOhuuLY
BLdyHjNkVzeSCmIgstlPbQOh/wA12C4wm51vfiPNhTTzakKB69xXHuDN7XbrveMQlLPNHeWqMCfI
HqBXTstsaMixidbdJ53mj4ZI3pXcVFOEuSv3OzyLLcVkXK1OeC4D3KR0BrecSE//ALe3rXfwFEb7
brjKMwiQ8vxmTJgOqZj21DbvIgqLgI9PrU8uXEPL5akpsGISvCcHyPSU8vX6elRJvJeKMvL2Mfck
sRZcgFzl5dhtPvUml4ZxKuDqHJORw1IT3ZAISr6it9geFXbGLrcZU+XGdam6Jbjo0kKFT/Xp2q7X
SqFHTvVi2G3UFLiErBGvmG608zFbBPb8KVaIbif/AKIFQy7cFcefdVItTki1Se6Fx1kAVrWrJxQx
ZClQ7sxeIzXzeG/sqUPSsVrjBksKUr+dYlIbYT3LKSSn3qRWvjFiVyloadW7EeV5yG+UfTdbu62L
DcoaT8Yzb5HiDaVpKQvr7ioZO4Hx4zin8avk22u72lAX8u/tWHvi1iKhzeFe4iT181a/vWfb+Nsa
O/8AD5LZpdrcPTmKSU/vU0s/EDGb2sJhXZhSyOiVq5T+9SRIadb0OVSCOutEVGbzw8xa/JUZtoYD
qvztp5VfXpUAuv8ADxZn1KXbrk/H9ErSFCoZdOAGQQxzxZUeUnyA2DUPvHDXKbKnmlWl8t9+dscw
1UVdYcZWUuIUhQ7hY0a8z1NUpXtGQhb7aXCQgqHMR6V9ScMMMi2luRPZShUSUltbAI2rYHf6brqS
UjVXDpVaUpSrFDr+1fLHHVtcfiSX992UKT9q+isMuH8zxC1yydlcdOz9BWDxKZW9w/vKGvxeAT9q
h2I+FN4ClDriSG4rg2fIjyq7gDcEScJdhhe3I0ggj0B7V026yUw7XJknWmmlL/auR8AXBMaySerX
iuy0k69NGu0KG0ke1fPblsXH/iRUhqQY5WsPAgfjBGyK+gwNjt57rhjj6cN48laVpbjXb5HEKPbf
Y/rXb3o7EuOtl9CXWljSkq6gisdux2tpxtxEGOFNJ5UHwxtI9BWS+tDDLjiyEoQnZPoB1rmvDpKM
kyq+5csbSt0xY2/JCehNdQ5RqgGqrSmqaqmh6ChSD5CqcoFWOMNOAhaEqBGiCAd1o7phuP3hktTb
VGWkkEkICT+oqBX7ghbZSvHs1wkW91J2EhZKfbzq2E/xPxRTMFUNm+RBvTvMEr16Gr2eN0CJM+Cv
1qlW2Sg8roUnmCfSpqiXiuXRkf1bfPQfmCVFJUP+RWsufCjEbikrFu+HcP4XI6ykio85w7yrHEqc
xXJnlpT+GLLHMD9zWBI4iZ7imv8AEWOJlMDp40ffX36VvLTxtxO4qbblPvQnldCHkdAfTdTyDerb
ckc8OdHkf/TcCqzylKgeYApPrUcv+DY7kDSkT7YyVKH/AHEJCVD7iueXP+HmxvsA26fIjujqS58w
rnmRcD8ls/O5DbTcGEjYU10P6Vzydap1uc8ObCfjq9HEFP8AevBpKS6gE8oJAJPl719m4O/bzils
jw5jL6W2EpJSsE1KB26VdVaUpSrVV8/cWbLFuvF2xRJi3ERprKULUnuOp/8AtXcbLbGLLaItujb8
GOgITvvWDmrZdwy7oT3MVf8AauV8LrWMm4P3Gz+MtpfjLSFJV2OtitfwKdVZMrvdgkr0+OnKOxKS
a7dfrabxY5tuDpbMhot847jdci4FMKs17yexOOJU7HeT289bBP8Aau4HfKK4NcJLMj+JWEW3Qrk5
UK8tEJ7V3fl17AVwTizCKeLONyFvBLTym+pPbSq7430SOu+g61cquacZcrFixNcCO9q4T/6baU9w
nzNbjhlY3LDg1vivjTy0+K5r1V1qZ7rGmzI8CMqRJeS00kjalHpXq0sOJCkkKSeoI869qoaVaVa3
0qux6Gq01Qjp2qhT07VTlAHQdK1N0xmzXkLE+2x5BX0UpaBzH71yzIeBjKHVS8Xnuwnt78HnISfo
fKpCrG8xskNLlkvi5am2kgRJgCgpWvm+asWHxSm2t5UbLbDLgOJ6F9hsrbUfqOwqQxeImGXdSYyb
xDWpz/LdOv71W44HiGRsKLltiuBX+YwQDv12K51d+Bs+DKD2J3t2OnuUOrIO/tWPHVxjxdwjwVXO
Og7I6ObHse9SOBxl+HUG8jx+4W5wD5l+ESnf6VN7RnGN3pKVQrxEWSNlBWEqH2NSFKwobB2D2IO6
wLnZbbd2i3PhMSU6/wAxANcxyXgNYrkHHrO6u3yD1CN8zZP0rSWngbfbSx8TGyUxZyVbQGgQg/Wp
HZbxxHtGSMW+/wAD463KHJ8VFa2PZRPlXV0b2d1fSlKVaquH8bWfhcoxa6dgl8IJ8+iga7Yw4HGk
LH50hX61qMuS6rErsGQC4YqwAfpXK/4dpQVZrxDUfnTIDnf1Gqh+MTvgOP7pdJ07KcbJ+vavp3Xf
XSuE4itVg4/Xu3vK6TeZSSfPfUV3Yk6r554iuCwccbPcm0hPjeGtXTv1KTX0KhQW2FjqkjY+lcO4
+tFq543MSNFLxTzHyOxXbYauaIydg7bSf2r3NcU422oTsixfyLj/AIZOvLYrsUVr4eIy0n8KEJT3
9qgbGfz05BKTJgJTY25nwYkpPzJX07j061k8S3TIstvtTXzOXCa2gAeYB2dVNozYaYQ2PyJCR76F
epX71o7vldmsLrbVyuDTDjn4UE/MftWDG4i4vKfLKbs0k9dFwcgP3PetXfcyx28W9y3x778M+6oJ
akIBCQvfTr6brYO5DOavsSwwGUSpSIyH5Ti1aSEbAJHqT3qXJq+lKpqmqco86tKAQa8H4rUlpTTq
ErQQQQobrlt24C43LS8uI7IjPrJKVb2Aaif/AMOuIGDvplWG5GWw2eYspUfm9impNZ+Mq4/jMZTZ
5UKS2UjbTRII96n1ozKxXttKodwZKlaIbUoJI9q277EeS0pMlht1BHULAPSofeeFOKXkFxMD4N/u
HYx5SPeo2MTz7EnS9YbwLrEHX4WUfmA9BWVF4vLt0tuJldilWtajrxgkqbJ9q6DZ77bb/HMi2y25
DYPKoo7g+4raaChTkqoGqrSlKVQjdaTI8XtmTw0Rrmx4iG1haCO6T7VtY7KY7KGkfhQkJHXyFeNz
aD9tlNHeltKT09wa43wAtwYGQyySFmR4BQemtdd/vUOtEJEn+IRxCzoIlqWPsK+nh518+8XVHGeK
djvrZOnQlStf7VAH9q75FkJlQ2ZLfVDraVp+h61wn+IGIWr3YbkgHYPhc2vQ7Fdvs7inLLCWo9VM
IJ/SuQ/xEyEizWZnwyXfiucL107HpXV8aW45jlsW7rnVGbJ+uq2yhvpXIuMUl2PeMWWtoJipmhSn
vQ77VMLrnFusV4iwbghxqM+yHETCklsexI7VF8cXYbnaXDdykM3C8OOQwokeKenKfftWm4u3e6R8
ks0SzpUqXCaVIKUjfKAO/wCgrqtlu6LhjcG5POoSl6OlxZJ0ASOvWueZvxgYtgXBx5r46XykKcG+
Rr396gNnbuELidbXLo8xdZE7w+f4j5uXn6nl+ldC4s2uBD/kN3VESpqJLAcaQkBJSfMitrni7WeH
ElxlmM2JDaPhwAEkqJGtVi30PY89jeSM68UIZgSmz3cQvQ/UHrXTE7q6q0pSlKt1Tlq3k8u30rGf
gRZQUl+M06FDR50A7qGX7hXZrmsSIi3YEhCuZBZ6JB/8awJ2P5jj9u8bH7kbhJBBWy+olKgP9O+3
0rLxrJ8vct6137GXAtKyOZlQ3r2SepqZW+cucjnXEej68nE6Nesu2Qp6UiXFZfCTsB1AVr9apBtM
G2+J8FFaj+IeZfhp1zH3rN7VWlKUpSlUpVixzDXr0rlnDOQTmOYxvASwhEsHwx9db++q09otzD/8
Q1wda5dMtc5A6fNqu2AdPOuBfxHIHi2VfgHm0seL5dx0rpfC+5m68P7W8pfMtDXhr+orZZViFry6
Mwxc0LUhhwOIKDo7rdx2UR4zbKOiG0hKR7Cubcbo0d/EohfUkck1vRPuev7V0O2oabt8ZtjXgpaS
EEemqzCN1zjjRHWvCRIQkH4aS26fYA9amVvRFulihreZaeacYQrSkhQ7D1r0fs1vkIjJcitckZYc
aHLoIUOxFQiwQUXviHk10fHiNsoEFAPpr5qvj8L2mlqjO3mc5aAvmRACtIA9N+lc+uUWQ6nI7dBs
slUlUhLZUhvlSxHTogoPmTUvj2eHecbtj+NsKXLtMhtQXIRyqcPTnBJ71Pchx+Hk9nVbrglYaXpW
0HRBrHl4dZ7hZotqlRy6xF5fCKvxDXbrWJIxdy55HFlz5AXb4ABixU9uftzK9dVLU1XzqtKUpSlK
U1VpSCd1TkFOQfegQAd1dSq0pSlKUpSqGrTUMs2Ky7Vn97vQcaEO4NoAbG+bmHn6VIY9itse7vXR
qKhM14acdHc1tK0WT4xb8ptLsC4shaFA8qvNB9RWFguIpwyw/wAsRKVIHiKWFEa6GpTy7FOUDyqN
ZtibGY487bHXS0pRC23B+VQrZ2OA5a7PDguvl9bDSWy4Rrm1WzqJ8R4L1xwS6RmEKccLRISgbJrB
4VXR25YHATIbW2/GHgKCk63qpx5ViQ7dFhOPOR2UtqfXzuEfmV61mctWBlIKiEgE99AUQyhsEIQl
KfRI1Xpyj0py1TlHpVR0qtKUpSlKUpSlKUpSlKUpSlKUq0/SmvagFVprdAnVVqhqmqAdaEbNUKd1
Y2whr/toSkeYA1XrSq0pSlKUpSlKUpSlKUpSlKUpSlKUpSlKUpSlKUpSlKUpSlKUpSlKUpSlKUpS
lKUpSlKUpSm6psU2O1N1WlUpuq0pSlKUpVKU3SqilKUpSlUqtKUpSlKUpSlKUpSlN1ae9eal6H96
hVz4iR412ZtUGBJlzHXS0hRTyN8w8iqpZb3Zr0ULmx0MvE9UIVzAfes0dutCrRqnMaBQNV3VObr3
q6lN1TY9arTdU3uqmrefXSgWN0J1VQelOYetVB6UB3TYpulKVTYHnV1W7HrTY9abHrTe6bFNiqg1
WlKUpSlKVSvNfeubomZM7lcZLa33o8We4zKQlGklpQ2lXvqs7iBGLTlgntJ5Ux7ijn5RrYV0/wCa
naTvt08+1HCUpJA307Vz3IMryy2Rw43ZIrAckJYbW8/zElR0DyitnbJ12+Dui5F1iTZMdsjwo7fK
Gl63o1hWrPAnDLTd7i0px2Y+I6/DGgF71s1vWsxsr2RO2ITW/jmwCUE99+Q96wE5PLjS8hYmRkJN
tbDzPKejjZHTf3r3TlaTisK6FjcuY1tmKk7K1nyH/ut7bHJa7cwqe2huUpG3EIOwk+lYmQXlNhtb
lwXHefbaIKktJ5lAeZ17Vq7jmcFvDn7/AG6QzIbSgFva+6t9j717jLIqX4cBTLz09+OH1NMJ5uQa
319KyWMotb8dt5MgI53vh+RfRQc/0ketel0vkayvQW5PPzTXgy3ob+Y+tbUKJ6djUPz6RMZi2tqH
NchCRNQy4+33Skg/86rwtmSzrK3cWcpSpDcJaUtzuXSHwroNe/rWdmuSSLBjKLpEbS6C62FE+SVE
df0NZd3ym2WW3mVKktc6kgtspUOdwkdAkd619pzFx50xr3b1WuStsvsJUrYcQBvofUelbmJfolws
KrvEKnIobU7vWiQnf/qsODmVok49CvK5AYjSyEt8/fmJ7VTJswhYyYqZLLzrkpfI0Gk7BPoT2FeK
M0ZabLlzt063o6fO83tPX3HSpFHlMyY6HWHEONLG0rQrYI+taW/5G9an2o0OEZkpTanlN+IEkIHc
7NWw8xtkjFEZE+sxoRSSor/Lo61XixlUm5KaXbLHKkRXAlQkOKDaSk+Y33qUoVtA2NH0rQZjkSMX
xmXdlIC1Mj5G9/jV5CtJMz4RsWsN4DKN3J5tsoUfw8x6n7Vn3LJZLl5TZ7Ihh+WlHiPLdJ5G/RJI
8zVqs4iWtl9N/T/L5TCPEUhXVLifVB861krPbr/KF3mFj7i7Q0PELrzoQtaPNSU1snOIFmYVa0uf
EqfuLXisNNtlSiPtWbbcheudy8BFmuDLHLsyH08if086kSetXUpSlKUpVKoRs1YUAdRoH11XNuJ2
X2q3wm7b8Qn41EthZb0egCgd10SFKbmRWn2lcyFoBCh59K91dR0qAcSZS45sfLEfl8ksPKbaTskJ
61o8JRkN7t1ykxUs26NOmOrWt5PM4R20BWttNlub2DyrEyy47Mt15GlEaCk82+Ye1Zr+H/4rk3yb
GWqLd40xPwr/AOHRSOo36Gq25y+XC83Nq7WxyPJ/k6mXtjaXVpJ0oH3rXYjbcwt1riX6PyXNtDam
xDkDkWykHsn3rp2KZRHyeAp1ph6O+0oofZeTpTah3Fb8pStOlAEa6giuT8SsEssTFZlxgxVsOtuo
eKELIb5iobPL2qmL3mNa88yA3h5LLio7RjlfZTQQOgqye3JYhM5MuE8mOq7CSppI2oNa5QrXv3qu
b3124yrBc4cd0WqJcG1uOrBSVb6dvSutJUFpC0J6KGwah/ESfamsfeg3J1bS30kx1JSf+4nqnRHn
uoTnl5vLmCWC3yreTInLaDj6zpKVhQ0FfWtxleP5PdMHn/zS5RmmmY/iJixGt7KQCPmPWo9Eh2CC
nDb/ACW1LiuI/ryXVFYbc102fLrupTdZTOZ5TEZtCg/Ft7Dy3X0j5StadJSDWox7LUW/CzjaYMtd
8SHIyI5aPUnYBJ7aqOtTlo4WwreW+eRbboPjGkJ5lJCV7J1+tSjLMmhZdhtzZiw5rT0BCJKC8yUD
SVDqDUsu9+tzXD4T5agpmVECW2z3cKk6AA8zuvfArc/a8Kt0SSCHA3zcp7pBOwKhGU4/cb9xLRb5
F+diQ3oSlJLI5VcuxtO602bWudh2JKs1pvirg2+PCEBxCVr15qTrtXtYOJlyasdvhMLs7CmWkteH
JeUlXQefpXWrHe414gpWzKjPvISPGEdfMEn61HcwQm85PZ8fUElkockvJUO4A0n9zXMbnimTuYs6
Lg0Y7GO8y4aR18ZXNzc32FTDg/eoLmPvqmy20XV91Tz/AIquUrB7H3FemesxMykMQbfqT8Ghx159
B2lHy9E79z5VoHchcc4T2O0oaeWJn9CQ+2gqDTaVfNvVeWT3S3m8YvPslx+FiQv+jckqZP8ASOu5
35V0C2XKY06iRMy22yYKQOiQApX33U2bUlWlJOwR0UPOvWlKUpSlKpVqj1q0nqDsarXSbRaLq8XJ
EKLJcT0KlJBNZyEtx2whIShCQAkDoBWPIucSMopfktNH0WsCvdJbeKVp5FJ/Kodf3ohpthBQ22EI
B3ypGhVp8JoKc5UpSfmUrsPvWNDnW2THXIiyGVtc3K4ttQ1v3rMCUq6kA78/asYzYLC0tGQwlZ+V
KOcAn2ArIZjMsqWpppCSs7UUjRUferyryHftWmVNtGRsz7a4UPtsr8KQ2oaAPevRUWxPvthbcJx5
ACUbKSoD0rYuBtKBzhCW9fhVrWq8EfAz2S2kR5DY6FKSFAEe1ZRW20kcyggDyJ1Xk9EjzEhMlhpw
J+ZPMkK0fbdeM+0wbi023MjtvIbUHEhY7KHYislxlt1hTK0hSFJ5VA9iK1MeHZFsu2NDUVbbA2qJ
oHk36itlCt8O3seFDjNMN/6W0gCr1MsIcLxbQF+ayANfetXb7FZ4twl3CHHaD0wjxlJOwsil+ZuK
4BRaYsN5xYKXESBpJTWltOGKW+1NyB5MySydsMpHKywPIBPnUy6a1v7GtJe7BZ74tpU9A8VHRC0u
8igPtVtqxCyWh8yYsRJkEa8VxRWrX3rIkYtYZLhcdtERaj3JbFZMG1W+2NrbgQ2mELO1BtGt15PG
2tT0ynVsIlcvIlSlAL0fKsiWYrjPgSlNlt8eHpf59+ValWFY44y00q1scrXRPKNEff0rZxLTAt0V
UeJFbaaVvmShOgapBtcK2QxEhxkNMbKggDod96jl8yPE4cCYLgll6O08GZKEM83Iry5h5fWvWHge
HueFNjWuOpKtLbUkkgjuDqpa2gISlKRoAaFelKUpSlKVSvNexvr18q5bjtpnZZJu790v1wSyxOW0
iM0sITyg+vettfI0zBrEJWLwA8004Fy21KUta0eZBJ71o7tebjxGsEl3HnH40SK3zrI6KddHXlHs
K01ruOMy8POobk7IZKVRiy+ouOBzsfoPOt/jaLtYc4s1hfnuLjptpWtknY5/T7VOMrUpvEro42pT
biYy+VSTog66VCoUx6+2jE7GZSyiXE+IlOA9VpR+Xfua2+T45b7Nw9vbNpY+EQptT5CCR8w67rET
YTk2KwLq/drgyUwAS2w9ypKgN8xrD4ZY9Z7rjMW6SYZkT23lj4h1wlW0q0K6gkdO3X2rl7WXfyTi
Pf4UgTZaVIbUwwygr0ddajVxRJuV3yiL4c20mXETOZQTpauXvvVSvExh6bJap73wjc9bCVkqWSvm
HfY3XjIZXduKUmJeJKnbUIQkRWUuFKAPMqANaF8Pw4GSZNji3LbBbQlmMUknxFBQ5lgHyqUMQ8Wa
hxJ18vbsuQ42lR8eST8xH+lNTyFIjyYjTsRfMyoaQfYVHOIl3n2PE3LhAX4bjTqOY638vMN1B4HE
m/wchnG6sCTZWuTmcaRpbIUNgn2qQPSocTiNab5EdC4d5YMdTqTtJWOqd+9dC8+Ub1XKpkm+IuUp
GVWq4S4SVksGArTfJvoVAHZNbzHGLZLsTsfF7rIiOeLzO+NtbiD6EHsK0wt8+bxEk4/db9cno/wS
X2vCcDfzb69qQ40q7Ztd7JJvk+Pb7Yw14Qbd5SrfclVSF6xIj4pdYNguzypjrZKXnZHiKSf+KgGJ
SMVfw+Mu9mRKvKFLbUG3HFOlQOumj0qbcPoN6jOzJEtclu2OqHwcWUvmWgepNTKezKehrbiSAw6r
olxSebXvXL8lgXuBlNhgSclnvxbg8W3UpUG9HXloViORLFFbyWa/a/HfsDxDSnn1kudtFXX3rLyu
a7k+LY5k0GWI8Zl9Di2UE7KidaH0qQzrzfr/ADpltxxxqKmIEJflvDe1EbISPWvG8ysmw9CLmqaL
pa0EfFIcRyuNg91A+dTeNIamRGpLZJadQFpJ9D2rl/8AJArP8rs0mMpUW8RA8hYT8vOBrv69KknC
t6WrCmI01LgeiOLY+caOknpU4Heq0pSlKUpVK83fwq2dbBG6+eY7dqteQ5FFvj15VIExS0CFzBJS
fPpW/jZXahCGN43MuDtxuLnIPjQrmjpPc9a3OLYxKwrN1W2IHnrRMjc7i1dQh0dzv3q/h7ahbMqy
uI9D5VJl+O0+pHdK/IGs7KsVv83LoN7sM1iKtqOph1To3oE9wKzrXj+SNqlx73em58J9kthKWuUg
mo7F4fZDaYUB2BcWfj7YtxMYqHyuMqO+VXp1rdJx/KLtGf8A55dWEpcaWgRY6Pk6jzJ71kYRZrvZ
sQNtvDjbjjYU20Gx05PIVr+FMK5W20XGJcIi4yUTXFNc35kk10Ak9vaonHxiRF4gyL80838PKj+G
4gjqFDtqvHKMSlXXILbc4byWuRtyPJSfztKBH/NRew4Lk9gZMKK3ZVstqPhSnWyXCnfnWHe8Dze5
ZOzI/nDHI+wphx5pvlDaO/Lr0Nbxdiy0WWVjspu3yba9FU02+wOQoVrp0rU4v/NbLbY8F3AVOvRx
yLkc4POB3PWugYzKvEtmQu5W5EBvn1HaSfmCfevDPbRKvmIybdEb8R11SOhPkD1rXWTEH4eU3KXI
ShUGXDaZ8IjptIAOx51qJ/C19u5RXLLdFRoDUlL/AMG58yUEH8npXTAhRSConoNVC1JzO03aY6ht
q8Q31baRzhssj096xbHaby9nTt/lWxu2NLjeG40hzm8ZXkSKzb1jFxk55ab/AG99ttuOhTUgK6la
T7VF8kxW6ozyXek2o3WFIYSjw23i2QR6gd62NquF0tyBFtuDORHHCAtS3fkCT3O6y+HmMyMfl3pi
VCaQlUsusPkAlaVdf2NdA5B3HnVSmufcR7dNlTccmQmFuriz0FfIN8qSepNa7IMBvFxyyY7CkMos
90La56Ffi2jr0+uqO8PLrEmpt1tnMtY85LRKLax87ZHXlT7GshMuTguR3L4m3yZVpnueOl+M2Vlt
XmFe1UvN+l5vBVZ7FbJKWJCg3JmSWihKEeet9zW6xdd6j36fbJLChaIbTaIjqh1c0OpNS0spUrnK
RzeR11FXNtJbGkgJHc6Gq9AOtVpSlKUpSlWlOzXiYUfmUrwW+ZX4lco2awhj1r/m4u3wbXxwTyB7
l6gVsS1vps6qgZTzqUABvv071dye9OQU8MU8MAapyDewacgFVKN7351Tw/c0KARo9acg1qnhj1p4
Y9TQp0NbNOTz3VeTp3qnKN786cgHQdvaq8vkOlOQb3VvhD1NVKAfM0Le+5qvJve+u6p4YB3V1KsL
XuaBr3P60DY13NCykgggEHyI3VAykHpoD0A1VQ2Ad7NX61QVWlKUpX//2Q==" />
</span></p></div>
</div>
</div>
<div class="sect1 slide">
<h1 id="_log_conf">log.conf</h1>
<div class="sectionbody" style="max-width:45em">
<div class="listingblock">
<div class="content"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre> 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20</pre></div></td><td class="code"><div class="highlight"><pre><span class="k">[loggers]</span>
<span class="na">keys</span> <span class="o">=</span> <span class="s">root</span>

<span class="k">[handlers]</span>
<span class="na">keys</span> <span class="o">=</span> <span class="s">console</span>

<span class="k">[formatters]</span>
<span class="na">keys</span> <span class="o">=</span> <span class="s">console</span>

<span class="k">[logger_root]</span>
<span class="na">level</span> <span class="o">=</span> <span class="s">ERROR</span>
<span class="na">handlers</span> <span class="o">=</span> <span class="s">console</span>

<span class="k">[handler_console]</span>
<span class="na">class</span> <span class="o">=</span> <span class="s">StreamHandler</span>
<span class="na">formatter</span> <span class="o">=</span> <span class="s">console</span>
<span class="na">args</span> <span class="o">=</span> <span class="s">(sys.stderr,)</span>

<span class="k">[formatter_console]</span>
<span class="na">format</span><span class="o">=</span> <span class="s">%(asctime)s - %(levelname)s - %(filename)s:%(lineno)d: %(message)s</span>
</pre></div>
</td></tr></table></div></div>
</div>
</div>
<div class="sect1 slide">
<h1 id="_logsrv_py">logsrv.py</h1>
<div class="sectionbody" style="max-width:45em">
<div class="listingblock">
<div class="content"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre> 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18</pre></div></td><td class="code"><div class="highlight"><pre><span class="c">#!/usr/bin/env python</span>

<span class="kn">import</span> <span class="nn">logging</span> <span class="kn">as</span> <span class="nn">log</span>
<span class="kn">import</span> <span class="nn">logging.config</span> <span class="kn">as</span> <span class="nn">logcfg</span>

<span class="n">port</span> <span class="o">=</span> <span class="mi">9999</span>

<span class="k">if</span> <span class="n">__name__</span> <span class="o">==</span> <span class="s">&#39;__main__&#39;</span><span class="p">:</span>
    <span class="n">logcfg</span><span class="o">.</span><span class="n">fileConfig</span><span class="p">(</span><span class="s">&#39;src/log.conf&#39;</span><span class="p">)</span>
    <span class="n">thr</span> <span class="o">=</span> <span class="n">logcfg</span><span class="o">.</span><span class="n">listen</span><span class="p">(</span><span class="n">port</span><span class="p">)</span>
    <span class="n">thr</span><span class="o">.</span><span class="n">daemon</span> <span class="o">=</span> <span class="bp">True</span>  <span class="c"># Don&#39;t hangup</span>
    <span class="n">thr</span><span class="o">.</span><span class="n">start</span><span class="p">()</span>

    <span class="k">while</span> <span class="bp">True</span><span class="p">:</span>
        <span class="n">line</span> <span class="o">=</span> <span class="nb">raw_input</span><span class="p">(</span><span class="s">&#39;&gt;&gt;&gt; &#39;</span><span class="p">)</span>
        <span class="n">level</span><span class="p">,</span> <span class="n">message</span> <span class="o">=</span> <span class="n">line</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s">&#39; &#39;</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
        <span class="n">fn</span> <span class="o">=</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">log</span><span class="p">,</span> <span class="n">level</span><span class="p">,</span> <span class="bp">None</span><span class="p">)</span>
        <span class="n">fn</span><span class="p">(</span><span class="n">message</span><span class="p">)</span>
</pre></div>
</td></tr></table></div></div>
</div>
</div>
<div class="sect1 slide">
<h1 id="_chcfg_py">chcfg.py</h1>
<div class="sectionbody" style="max-width:45em">
<div class="listingblock">
<div class="content"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre> 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12</pre></div></td><td class="code"><div class="highlight"><pre><span class="c">#!/usr/bin/env python</span>

<span class="kn">import</span> <span class="nn">struct</span><span class="o">,</span> <span class="nn">socket</span>
<span class="kn">from</span> <span class="nn">logsrv</span> <span class="kn">import</span> <span class="n">port</span>

<span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="s">&#39;src/log.conf&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">fo</span><span class="p">:</span>
    <span class="n">data</span> <span class="o">=</span> <span class="n">fo</span><span class="o">.</span><span class="n">read</span><span class="p">()</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s">&#39;level = ERROR&#39;</span><span class="p">,</span> <span class="s">&#39;level = INFO&#39;</span><span class="p">)</span>  <span class="c"># <img alt="1" src="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAAwAAAAMCAAAAABzHgM7AAAAAmJLR0QAAKqNIzIAAABjSURBVHja
VY6xDcAwCAS/pPQaLim9QmajdOk2I2SNrMEIlARIoigU8Cek/4e7zdHaWOYOVwaoA6wOCw05Y7FB
gE0tIWQ+sBcwKM8qoD/wB5wGL8hjfdzWrh01GRp1hInGjDoXwHgsFuzBVLQAAABDdEVYdFNvZnR3
YXJlAEAoIylJbWFnZU1hZ2ljayA0LjIuOCA5OS8wOC8wMSBjcmlzdHlAbXlzdGljLmVzLmR1cG9u
dC5jb22RuiG4AAAAKnRFWHRTaWduYXR1cmUANThhMDcyZTA3MGRhMjJmNjEzNWNiZDNlNDE0NTQ2
ZjloaiHtAAAADnRFWHRQYWdlADEyeDEyKzArMIRtu30AAAAASUVORK5CYII=" /></span>

<span class="n">sock</span> <span class="o">=</span> <span class="n">socket</span><span class="o">.</span><span class="n">socket</span><span class="p">(</span><span class="n">socket</span><span class="o">.</span><span class="n">AF_INET</span><span class="p">,</span> <span class="n">socket</span><span class="o">.</span><span class="n">SOCK_STREAM</span><span class="p">)</span>
<span class="n">sock</span><span class="o">.</span><span class="n">connect</span><span class="p">((</span><span class="s">&#39;localhost&#39;</span><span class="p">,</span> <span class="n">port</span><span class="p">))</span>
<span class="n">sock</span><span class="o">.</span><span class="n">send</span><span class="p">(</span><span class="n">struct</span><span class="o">.</span><span class="n">pack</span><span class="p">(</span><span class="s">&#39;&gt;L&#39;</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">data</span><span class="p">))</span> <span class="o">+</span> <span class="n">data</span><span class="p">)</span>  <span class="c"># <img alt="2" src="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAAwAAAAMCAAAAABzHgM7AAAAAmJLR0QAAKqNIzIAAABvSURBVAgd
BcGhAcJADADAky8rsZXIyK7AGkgksiu8RNYyAiswAhIbiYwMd7rrsS3LdlS3zuC8EtkqrJ/8vRdR
Js+PtSZTMHe+L8IAUXeGAZd8DYbArB3C5FbXiBNThSMzcxelM4DI1l0zxtge1f0HVNk1YLFij6sA
AABDdEVYdFNvZnR3YXJlAEAoIylJbWFnZU1hZ2ljayA0LjIuOCA5OS8wOC8wMSBjcmlzdHlAbXlz
dGljLmVzLmR1cG9udC5jb22RuiG4AAAAKnRFWHRTaWduYXR1cmUAODBlYWU1MjljOTRhN2Y0N2Rl
Y2NmYWRhMjhhY2I5ZGblb7ENAAAADnRFWHRQYWdlADEyeDEyKzArMIRtu30AAAAASUVORK5CYII=" /></span>
<span class="n">sock</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
</pre></div>
</td></tr></table></div></div>
<div class="colist arabic"><table>
<tr><td><img alt="1" src="data:image/png;base64, iVBORw0KGgoAAAANSUhEUgAAAAwAAAAMCAAAAABzHgM7AAAAAmJLR0QAAKqNIzIAAABjSURBVHja
VY6xDcAwCAS/pPQaLim9QmajdOk2I2SNrMEIlARIoigU8Cek/4e7zdHaWOYOVwaoA6wOCw05Y7FB
gE0tIWQ+sBcwKM8qoD/wB5wGL8hjfdzWrh01GRp1hInGjDoXwHgsFuzBVLQAAABDdEVYdFNvZnR3
YXJlAEAoIylJbWFnZU1hZ2ljayA0LjIuOCA5OS8wOC8wMSBjcmlzdHlAbXlzdGljLmVzLmR1cG9u
dC5jb22RuiG4AAAAKnRFWHRTaWduYXR1cmUANThhMDcyZTA3MGRhMjJmNjEzNWNiZDNlNDE0NTQ2
ZjloaiHtAAAADnRFWHRQYWdlADEyeDEyKzArMIRtu30AAAAASUVORK5CYII=" /></td><td>
Change level to <tt>INFO</tt>
</td></tr>
<tr><td><img alt="2" src="data:image/png;base64, iVBORw0KGgoAAAANSUhEUgAAAAwAAAAMCAAAAABzHgM7AAAAAmJLR0QAAKqNIzIAAABvSURBVAgd
BcGhAcJADADAky8rsZXIyK7AGkgksiu8RNYyAiswAhIbiYwMd7rrsS3LdlS3zuC8EtkqrJ/8vRdR
Js+PtSZTMHe+L8IAUXeGAZd8DYbArB3C5FbXiBNThSMzcxelM4DI1l0zxtge1f0HVNk1YLFij6sA
AABDdEVYdFNvZnR3YXJlAEAoIylJbWFnZU1hZ2ljayA0LjIuOCA5OS8wOC8wMSBjcmlzdHlAbXlz
dGljLmVzLmR1cG9udC5jb22RuiG4AAAAKnRFWHRTaWduYXR1cmUAODBlYWU1MjljOTRhN2Y0N2Rl
Y2NmYWRhMjhhY2I5ZGblb7ENAAAADnRFWHRQYWdlADEyeDEyKzArMIRtu30AAAAASUVORK5CYII=" /></td><td>
Size of data
</td></tr>
</table></div>
</div>
</div>
<div class="sect1 slide">
<h1 id="_demo">Demo</h1>
<div class="sectionbody" style="max-width:45em">
<div class="listingblock">
<div class="content"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre>1
2
3
4
5</pre></div></td><td class="code"><div class="highlight"><pre><span class="nv">$ </span>./src/logsrv.py
&gt;&gt;&gt; error ouch
2013-10-01 05:51:06,901 - ERROR - logsrv.py:17: ouch
&gt;&gt;&gt; info hello  <img alt="1" src="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAAwAAAAMCAAAAABzHgM7AAAAAmJLR0QAAKqNIzIAAABjSURBVHja
VY6xDcAwCAS/pPQaLim9QmajdOk2I2SNrMEIlARIoigU8Cek/4e7zdHaWOYOVwaoA6wOCw05Y7FB
gE0tIWQ+sBcwKM8qoD/wB5wGL8hjfdzWrh01GRp1hInGjDoXwHgsFuzBVLQAAABDdEVYdFNvZnR3
YXJlAEAoIylJbWFnZU1hZ2ljayA0LjIuOCA5OS8wOC8wMSBjcmlzdHlAbXlzdGljLmVzLmR1cG9u
dC5jb22RuiG4AAAAKnRFWHRTaWduYXR1cmUANThhMDcyZTA3MGRhMjJmNjEzNWNiZDNlNDE0NTQ2
ZjloaiHtAAAADnRFWHRQYWdlADEyeDEyKzArMIRtu30AAAAASUVORK5CYII=" />
&gt;&gt;&gt;
</pre></div>
</td></tr></table></div></div>
<div class="colist arabic"><table>
<tr><td><img alt="1" src="data:image/png;base64, iVBORw0KGgoAAAANSUhEUgAAAAwAAAAMCAAAAABzHgM7AAAAAmJLR0QAAKqNIzIAAABjSURBVHja
VY6xDcAwCAS/pPQaLim9QmajdOk2I2SNrMEIlARIoigU8Cek/4e7zdHaWOYOVwaoA6wOCw05Y7FB
gE0tIWQ+sBcwKM8qoD/wB5wGL8hjfdzWrh01GRp1hInGjDoXwHgsFuzBVLQAAABDdEVYdFNvZnR3
YXJlAEAoIylJbWFnZU1hZ2ljayA0LjIuOCA5OS8wOC8wMSBjcmlzdHlAbXlzdGljLmVzLmR1cG9u
dC5jb22RuiG4AAAAKnRFWHRTaWduYXR1cmUANThhMDcyZTA3MGRhMjJmNjEzNWNiZDNlNDE0NTQ2
ZjloaiHtAAAADnRFWHRQYWdlADEyeDEyKzArMIRtu30AAAAASUVORK5CYII=" /></td><td>
Default level is <tt>ERROR</tt>
</td></tr>
</table></div>
<div class="listingblock">
<div class="content"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre>1</pre></div></td><td class="code"><div class="highlight"><pre>./src/chcfg.py
</pre></div>
</td></tr></table></div></div>
<div class="listingblock">
<div class="content"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre>1
2</pre></div></td><td class="code"><div class="highlight"><pre>&gt;&gt;&gt; info hello
2013-10-01 05:51:27,876 - INFO - logsrv.py:17: hello
</pre></div>
</td></tr></table></div></div>
</div>
</div>
<div class="sect1 slide">
<h1 id="_json_logging">json logging</h1>
<div class="sectionbody" style="max-width:45em">
<div class="paragraph"><p>JSON (structured) logging is excellent when you build some tooling around your
logs. Usually a combination of "traditional" logs and structured logs is used.</p></div>
<div class="listingblock">
<div class="content"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre> 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11</pre></div></td><td class="code"><div class="highlight"><pre><span class="kn">import</span> <span class="nn">logging</span><span class="o">,</span> <span class="nn">json</span>

<span class="k">class</span> <span class="nc">JSONFormatter</span><span class="p">(</span><span class="n">logging</span><span class="o">.</span><span class="n">Formatter</span><span class="p">):</span>
    <span class="k">def</span> <span class="nf">format</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">record</span><span class="p">):</span>
        <span class="k">return</span> <span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span><span class="nb">vars</span><span class="p">(</span><span class="n">record</span><span class="p">))</span>

<span class="n">handler</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">StreamHandler</span><span class="p">()</span>
<span class="n">handler</span><span class="o">.</span><span class="n">setFormatter</span><span class="p">(</span><span class="n">JSONFormatter</span><span class="p">())</span>
<span class="n">log</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">()</span>
<span class="n">log</span><span class="o">.</span><span class="n">addHandler</span><span class="p">(</span><span class="n">handler</span><span class="p">)</span>
<span class="n">log</span><span class="o">.</span><span class="n">fatal</span><span class="p">(</span><span class="s">&#39;Please reinstall universe and reboot&#39;</span><span class="p">)</span>
</pre></div>
</td></tr></table></div></div>
</div>
</div>
<div class="sect1 slide">
<h1 id="_logstash_kibana">logstash + kibana</h1>
<div class="sectionbody" style="max-width:45em">
<div class="paragraph"><p><span class="image">
<img alt="logstash.png" width="64" height="64" src="data:image/png;base64,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" />
</span></p></div>
<ul class="">
<li>
<span>
<a href="http://logstash.net/">logstash</a> (now part of
<a href="http://www.elasticsearch.org/">elasticsearch</a> family) is an open source log collector.
</span>
</li>
<li>
<span>
<a href="http://www.elasticsearch.org/overview/kibana/">kibana</a> is a UI over logstash
for searching and visualization.
</span>
</li>
<li>
<span>
Use <a href="https://pypi.python.org/pypi/python-logstash">python-logstash</a> to log.
</span>
</li>
</ul>
<div class="paragraph"><p>A prayer for the
<a href="http://localhost:8000/index.html#/dashboard/file/logstash.json">demo</a> gods
&#8230; :)</p></div>
</div>
</div>
<div class="sect1 slide">
<h1 id="_what_didn_8217_t_we_cover">What Didn&#8217;t We Cover?</h1>
<div class="sectionbody" style="max-width:45em">
<ul class="">
<li>
<span>
Nested logs
</span>
</li>
<li>
<span>
<a href="http://docs.python.org/2/library/logging.html#filter-objects">Filters</a>
</span>
</li>
<li>
<span>
???
</span>
</li>
</ul>
</div>
</div>
<div class="sect1 slide">
<h1 id="_resources">Resources</h1>
<div class="sectionbody" style="max-width:45em">
<ul class="">
<li>
<span>
<a href="http://docs.python.org/2/library/logging.html">logging documentation</a>
</span>
<ul class="">
<li>
<span>
<a href="http://docs.python.org/2/howto/logging.html#logging-basic-tutorial">Basic
   tutorial</a>
</span>
</li>
<li>
<span>
<a href="http://docs.python.org/2/howto/logging.html#logging-advanced-tutorial">Advanced
   tutorial</a>
</span>
</li>
<li>
<span>
<a href="http://docs.python.org/2/howto/logging-cookbook.html#logging-cookbook">logging
   cookbook</a>
</span>
</li>
</ul>
</li>
<li>
<span>
<a href="http://kibana3.prod.demandstudios.com/#/dashboard">Studio Kibana</a>
</span>
</li>
</ul>
</div>
</div>
<div class="sect1 slide">
<h1 id="_thank_you">Thank You</h1>
<div class="sectionbody" style="max-width:45em">
<div class="paragraph"><p><span class="image">
<img alt="question.png" src="data:image/png;base64,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" />
</span></p></div>
<div class="paragraph"><p>This presentation was made with
<a href="http://www.methods.co.nz/asciidoc/">asciidoc</a> using the
<a href="http://www.w3.org/Talks/Tools/Slidy2/Overview.html">slidy</a> backend and
<a href="http://pygments.org/">Pygments</a> syntax highlighter.</p></div>
</div>
</div>
</body>
</html>
Tip: Filter by directory path e.g. /media app.js to search for public/media/app.js.
Tip: Use camelCasing e.g. ProjME to search for ProjectModifiedEvent.java.
Tip: Filter by extension type e.g. /repo .js to search for all .js files in the /repo directory.
Tip: Separate your search with spaces e.g. /ssh pom.xml to search for src/ssh/pom.xml.
Tip: Use ↑ and ↓ arrow keys to navigate and return to view the file.
Tip: You can also navigate files with Ctrl+j (next) and Ctrl+k (previous) and view the file with Ctrl+o.
Tip: You can also navigate files with Alt+j (next) and Alt+k (previous) and view the file with Alt+o.