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Django","/microservices-with-django","27.microservices-with-django/01.index",[879,880,884,888,892,896,900,904,908,912,916,920,924],{"title":875,"path":876,"stem":877},{"title":881,"path":882,"stem":883},"What Is a Microservice?","/microservices-with-django/what-is-a-microservice","27.microservices-with-django/02.what-is-a-microservice",{"title":885,"path":886,"stem":887},"Introducing the Django Microservices Architecture","/microservices-with-django/django-microservices-architecture","27.microservices-with-django/03.django-microservices-architecture",{"title":889,"path":890,"stem":891},"Setting Up the Development and Runtime Environment","/microservices-with-django/development-environment","27.microservices-with-django/04.development-environment",{"title":893,"path":894,"stem":895},"Cloud-native Data Processing with MongoDB","/microservices-with-django/cloud-native-data-processing","27.microservices-with-django/05.cloud-native-data-processing",{"title":897,"path":898,"stem":899},"Creating RESTful APIs for Microservices","/microservices-with-django/restful-apis","27.microservices-with-django/06.restful-apis",{"title":901,"path":902,"stem":903},"Orchestrating Microservices with Celery and RabbitMQ","/microservices-with-django/orchestrating-celery-rabbitmq","27.microservices-with-django/07.orchestrating-celery-rabbitmq",{"title":905,"path":906,"stem":907},"Testing Microservices","/microservices-with-django/testing-microservices","27.microservices-with-django/08.testing-microservices",{"title":909,"path":910,"stem":911},"Deploying Microservices","/microservices-with-django/deploying-microservices","27.microservices-with-django/09.deploying-microservices",{"title":913,"path":914,"stem":915},"Securing Microservices","/microservices-with-django/securing-microservices","27.microservices-with-django/10.securing-microservices",{"title":917,"path":918,"stem":919},"Improving Microservices Performance with Caching","/microservices-with-django/performance-caching","27.microservices-with-django/11.performance-caching",{"title":921,"path":922,"stem":923},"Best Practices","/microservices-with-django/best-practices","27.microservices-with-django/12.best-practices",{"title":925,"path":926,"stem":927},"Transforming a Monolithic Web App into a Microservice version","/microservices-with-django/monolith-to-microservices","27.microservices-with-django/13.monolith-to-microservices",{"title":929,"path":930,"stem":931,"children":932},"Releases","/releases","releases",[933,936,940,944,948,952,956,960,964,968,972,976,980,984,988,992,996,1000,1004,1008,1012],{"title":934,"path":930,"stem":935},"Django Releases","releases/index",{"title":937,"path":938,"stem":939},"Django 5.1.10 release 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5.2.3 release notes","/releases/5.2.3","releases/5.2.3",{"title":981,"path":982,"stem":983},"Django 5.2.4 release notes","/releases/5.2.4","releases/5.2.4",{"title":985,"path":986,"stem":987},"Django 5.2.5 release notes","/releases/5.2.5","releases/5.2.5",{"title":989,"path":990,"stem":991},"Django 5.2.6 release notes","/releases/5.2.6","releases/5.2.6",{"title":993,"path":994,"stem":995},"Django 5.2.7 release notes","/releases/5.2.7","releases/5.2.7",{"title":997,"path":998,"stem":999},"Django 5.2.8 release notes","/releases/5.2.8","releases/5.2.8",{"title":1001,"path":1002,"stem":1003},"Django 5.2.9 release notes","/releases/5.2.9","releases/5.2.9",{"title":1005,"path":1006,"stem":1007},"Django 6.0 release notes","/releases/6.0","releases/6.0",{"title":1009,"path":1010,"stem":1011},"Django 6.0.1 release notes","/releases/6.0.1","releases/6.0.1",{"title":1013,"path":1014,"stem":1015},"Django 6.1 release notes - UNDER DEVELOPMENT","/releases/6.1","releases/6.1",{"id":1017,"title":288,"body":1018,"description":1028,"extension":8804,"links":8805,"meta":8806,"navigation":1148,"path":289,"seo":8807,"stem":290,"__hash__":8808},"docs/07.models-and-databases/09.aggregation.md",{"type":1019,"value":1020,"toc":8784},"minimark",[1021,1025,1029,1034,1039,1739,1743,2142,2146,2150,2713,2717,3345,3349,4302,4306,4310,5244,5248,5646,5650,5654,6485,6489,8076,8080,8777,8780],[1022,1023,288],"h1",{"id":1024},"aggregation",[1026,1027,1028],"p",{},"Django's aggregation framework provides powerful tools for performing calculations across multiple database records. Understanding aggregation functions, grouping, and annotation enables you to generate reports, statistics, and analytical data efficiently at the database level.",[1030,1031,1033],"h2",{"id":1032},"basic-aggregation-functions","Basic Aggregation Functions",[1035,1036,1038],"h3",{"id":1037},"simple-aggregations","Simple Aggregations",[1040,1041,1046],"pre",{"className":1042,"code":1043,"language":1044,"meta":1045,"style":1045},"language-python shiki shiki-themes material-theme-lighter vitesse-light vitesse-dark","from django.db.models import Count, Sum, Avg, Max, Min, StdDev, Variance\nfrom myapp.models import Post, Author, Category, Comment\n\n# Count all posts\ntotal_posts = Post.objects.count()\n\n# Count published posts\npublished_count = Post.objects.filter(status='published').count()\n\n# Aggregate functions return dictionaries\nstats = Post.objects.aggregate(\n    total_posts=Count('id'),\n    avg_views=Avg('view_count'),\n    max_views=Max('view_count'),\n    min_views=Min('view_count'),\n    total_views=Sum('view_count')\n)\n# Returns: {'total_posts': 150, 'avg_views': 1250.5, 'max_views': 5000, ...}\n\n# Single aggregation\navg_views = Post.objects.aggregate(Avg('view_count'))['view_count__avg']\n\n# Aggregation with filtering\npopular_post_stats = Post.objects.filter(\n    view_count__gte=1000\n).aggregate(\n    count=Count('id'),\n    avg_views=Avg('view_count'),\n    total_views=Sum('view_count')\n)\n\n# Date-based aggregations\nfrom django.utils import timezone\nfrom datetime import timedelta\n\nrecent_stats = Post.objects.filter(\n    created_at__gte=timezone.now() - timedelta(days=30)\n).aggregate(\n    recent_posts=Count('id'),\n    avg_daily_views=Avg('view_count'),\n    total_recent_views=Sum('view_count')\n)\n","python","",[1047,1048,1049,1111,1143,1150,1157,1183,1188,1194,1239,1244,1250,1272,1295,1317,1338,1359,1381,1386,1392,1397,1403,1446,1451,1457,1477,1489,1498,1518,1537,1556,1561,1566,1572,1589,1602,1607,1627,1665,1674,1694,1714,1734],"code",{"__ignoreMap":1045},[1050,1051,1054,1058,1062,1066,1069,1071,1074,1077,1080,1083,1086,1088,1091,1093,1096,1098,1101,1103,1106,1108],"span",{"class":1052,"line":1053},"line",1,[1050,1055,1057],{"class":1056},"siDh9","from",[1050,1059,1061],{"class":1060},"sftqT"," django",[1050,1063,1065],{"class":1064},"soVBu",".",[1050,1067,1068],{"class":1060},"db",[1050,1070,1065],{"class":1064},[1050,1072,1073],{"class":1060},"models ",[1050,1075,1076],{"class":1056},"import",[1050,1078,1079],{"class":1060}," Count",[1050,1081,1082],{"class":1064},",",[1050,1084,1085],{"class":1060}," Sum",[1050,1087,1082],{"class":1064},[1050,1089,1090],{"class":1060}," Avg",[1050,1092,1082],{"class":1064},[1050,1094,1095],{"class":1060}," Max",[1050,1097,1082],{"class":1064},[1050,1099,1100],{"class":1060}," Min",[1050,1102,1082],{"class":1064},[1050,1104,1105],{"class":1060}," StdDev",[1050,1107,1082],{"class":1064},[1050,1109,1110],{"class":1060}," Variance\n",[1050,1112,1114,1116,1119,1121,1123,1125,1128,1130,1133,1135,1138,1140],{"class":1052,"line":1113},2,[1050,1115,1057],{"class":1056},[1050,1117,1118],{"class":1060}," myapp",[1050,1120,1065],{"class":1064},[1050,1122,1073],{"class":1060},[1050,1124,1076],{"class":1056},[1050,1126,1127],{"class":1060}," Post",[1050,1129,1082],{"class":1064},[1050,1131,1132],{"class":1060}," Author",[1050,1134,1082],{"class":1064},[1050,1136,1137],{"class":1060}," Category",[1050,1139,1082],{"class":1064},[1050,1141,1142],{"class":1060}," Comment\n",[1050,1144,1146],{"class":1052,"line":1145},3,[1050,1147,1149],{"emptyLinePlaceholder":1148},true,"\n",[1050,1151,1153],{"class":1052,"line":1152},4,[1050,1154,1156],{"class":1155},"s9Tkl","# Count all posts\n",[1050,1158,1160,1163,1166,1168,1170,1174,1176,1180],{"class":1052,"line":1159},5,[1050,1161,1162],{"class":1060},"total_posts ",[1050,1164,1165],{"class":1064},"=",[1050,1167,1127],{"class":1060},[1050,1169,1065],{"class":1064},[1050,1171,1173],{"class":1172},"sBPpx","objects",[1050,1175,1065],{"class":1064},[1050,1177,1179],{"class":1178},"siWMO","count",[1050,1181,1182],{"class":1064},"()\n",[1050,1184,1186],{"class":1052,"line":1185},6,[1050,1187,1149],{"emptyLinePlaceholder":1148},[1050,1189,1191],{"class":1052,"line":1190},7,[1050,1192,1193],{"class":1155},"# Count published posts\n",[1050,1195,1197,1200,1202,1204,1206,1208,1210,1213,1216,1220,1222,1226,1230,1232,1235,1237],{"class":1052,"line":1196},8,[1050,1198,1199],{"class":1060},"published_count ",[1050,1201,1165],{"class":1064},[1050,1203,1127],{"class":1060},[1050,1205,1065],{"class":1064},[1050,1207,1173],{"class":1172},[1050,1209,1065],{"class":1064},[1050,1211,1212],{"class":1178},"filter",[1050,1214,1215],{"class":1064},"(",[1050,1217,1219],{"class":1218},"sqOPj","status",[1050,1221,1165],{"class":1064},[1050,1223,1225],{"class":1224},"sbYkP","'",[1050,1227,1229],{"class":1228},"sTbE_","published",[1050,1231,1225],{"class":1224},[1050,1233,1234],{"class":1064},").",[1050,1236,1179],{"class":1178},[1050,1238,1182],{"class":1064},[1050,1240,1242],{"class":1052,"line":1241},9,[1050,1243,1149],{"emptyLinePlaceholder":1148},[1050,1245,1247],{"class":1052,"line":1246},10,[1050,1248,1249],{"class":1155},"# Aggregate functions return dictionaries\n",[1050,1251,1253,1256,1258,1260,1262,1264,1266,1269],{"class":1052,"line":1252},11,[1050,1254,1255],{"class":1060},"stats ",[1050,1257,1165],{"class":1064},[1050,1259,1127],{"class":1060},[1050,1261,1065],{"class":1064},[1050,1263,1173],{"class":1172},[1050,1265,1065],{"class":1064},[1050,1267,1268],{"class":1178},"aggregate",[1050,1270,1271],{"class":1064},"(\n",[1050,1273,1275,1278,1280,1283,1285,1287,1290,1292],{"class":1052,"line":1274},12,[1050,1276,1277],{"class":1218},"    total_posts",[1050,1279,1165],{"class":1064},[1050,1281,1282],{"class":1178},"Count",[1050,1284,1215],{"class":1064},[1050,1286,1225],{"class":1224},[1050,1288,1289],{"class":1228},"id",[1050,1291,1225],{"class":1224},[1050,1293,1294],{"class":1064},"),\n",[1050,1296,1298,1301,1303,1306,1308,1310,1313,1315],{"class":1052,"line":1297},13,[1050,1299,1300],{"class":1218},"    avg_views",[1050,1302,1165],{"class":1064},[1050,1304,1305],{"class":1178},"Avg",[1050,1307,1215],{"class":1064},[1050,1309,1225],{"class":1224},[1050,1311,1312],{"class":1228},"view_count",[1050,1314,1225],{"class":1224},[1050,1316,1294],{"class":1064},[1050,1318,1320,1323,1325,1328,1330,1332,1334,1336],{"class":1052,"line":1319},14,[1050,1321,1322],{"class":1218},"    max_views",[1050,1324,1165],{"class":1064},[1050,1326,1327],{"class":1178},"Max",[1050,1329,1215],{"class":1064},[1050,1331,1225],{"class":1224},[1050,1333,1312],{"class":1228},[1050,1335,1225],{"class":1224},[1050,1337,1294],{"class":1064},[1050,1339,1341,1344,1346,1349,1351,1353,1355,1357],{"class":1052,"line":1340},15,[1050,1342,1343],{"class":1218},"    min_views",[1050,1345,1165],{"class":1064},[1050,1347,1348],{"class":1178},"Min",[1050,1350,1215],{"class":1064},[1050,1352,1225],{"class":1224},[1050,1354,1312],{"class":1228},[1050,1356,1225],{"class":1224},[1050,1358,1294],{"class":1064},[1050,1360,1362,1365,1367,1370,1372,1374,1376,1378],{"class":1052,"line":1361},16,[1050,1363,1364],{"class":1218},"    total_views",[1050,1366,1165],{"class":1064},[1050,1368,1369],{"class":1178},"Sum",[1050,1371,1215],{"class":1064},[1050,1373,1225],{"class":1224},[1050,1375,1312],{"class":1228},[1050,1377,1225],{"class":1224},[1050,1379,1380],{"class":1064},")\n",[1050,1382,1384],{"class":1052,"line":1383},17,[1050,1385,1380],{"class":1064},[1050,1387,1389],{"class":1052,"line":1388},18,[1050,1390,1391],{"class":1155},"# Returns: {'total_posts': 150, 'avg_views': 1250.5, 'max_views': 5000, ...}\n",[1050,1393,1395],{"class":1052,"line":1394},19,[1050,1396,1149],{"emptyLinePlaceholder":1148},[1050,1398,1400],{"class":1052,"line":1399},20,[1050,1401,1402],{"class":1155},"# Single aggregation\n",[1050,1404,1406,1409,1411,1413,1415,1417,1419,1421,1423,1425,1427,1429,1431,1433,1436,1438,1441,1443],{"class":1052,"line":1405},21,[1050,1407,1408],{"class":1060},"avg_views ",[1050,1410,1165],{"class":1064},[1050,1412,1127],{"class":1060},[1050,1414,1065],{"class":1064},[1050,1416,1173],{"class":1172},[1050,1418,1065],{"class":1064},[1050,1420,1268],{"class":1178},[1050,1422,1215],{"class":1064},[1050,1424,1305],{"class":1178},[1050,1426,1215],{"class":1064},[1050,1428,1225],{"class":1224},[1050,1430,1312],{"class":1228},[1050,1432,1225],{"class":1224},[1050,1434,1435],{"class":1064},"))[",[1050,1437,1225],{"class":1224},[1050,1439,1440],{"class":1228},"view_count__avg",[1050,1442,1225],{"class":1224},[1050,1444,1445],{"class":1064},"]\n",[1050,1447,1449],{"class":1052,"line":1448},22,[1050,1450,1149],{"emptyLinePlaceholder":1148},[1050,1452,1454],{"class":1052,"line":1453},23,[1050,1455,1456],{"class":1155},"# Aggregation with filtering\n",[1050,1458,1460,1463,1465,1467,1469,1471,1473,1475],{"class":1052,"line":1459},24,[1050,1461,1462],{"class":1060},"popular_post_stats ",[1050,1464,1165],{"class":1064},[1050,1466,1127],{"class":1060},[1050,1468,1065],{"class":1064},[1050,1470,1173],{"class":1172},[1050,1472,1065],{"class":1064},[1050,1474,1212],{"class":1178},[1050,1476,1271],{"class":1064},[1050,1478,1480,1483,1485],{"class":1052,"line":1479},25,[1050,1481,1482],{"class":1218},"    view_count__gte",[1050,1484,1165],{"class":1064},[1050,1486,1488],{"class":1487},"s7CZa","1000\n",[1050,1490,1492,1494,1496],{"class":1052,"line":1491},26,[1050,1493,1234],{"class":1064},[1050,1495,1268],{"class":1178},[1050,1497,1271],{"class":1064},[1050,1499,1501,1504,1506,1508,1510,1512,1514,1516],{"class":1052,"line":1500},27,[1050,1502,1503],{"class":1218},"    count",[1050,1505,1165],{"class":1064},[1050,1507,1282],{"class":1178},[1050,1509,1215],{"class":1064},[1050,1511,1225],{"class":1224},[1050,1513,1289],{"class":1228},[1050,1515,1225],{"class":1224},[1050,1517,1294],{"class":1064},[1050,1519,1521,1523,1525,1527,1529,1531,1533,1535],{"class":1052,"line":1520},28,[1050,1522,1300],{"class":1218},[1050,1524,1165],{"class":1064},[1050,1526,1305],{"class":1178},[1050,1528,1215],{"class":1064},[1050,1530,1225],{"class":1224},[1050,1532,1312],{"class":1228},[1050,1534,1225],{"class":1224},[1050,1536,1294],{"class":1064},[1050,1538,1540,1542,1544,1546,1548,1550,1552,1554],{"class":1052,"line":1539},29,[1050,1541,1364],{"class":1218},[1050,1543,1165],{"class":1064},[1050,1545,1369],{"class":1178},[1050,1547,1215],{"class":1064},[1050,1549,1225],{"class":1224},[1050,1551,1312],{"class":1228},[1050,1553,1225],{"class":1224},[1050,1555,1380],{"class":1064},[1050,1557,1559],{"class":1052,"line":1558},30,[1050,1560,1380],{"class":1064},[1050,1562,1564],{"class":1052,"line":1563},31,[1050,1565,1149],{"emptyLinePlaceholder":1148},[1050,1567,1569],{"class":1052,"line":1568},32,[1050,1570,1571],{"class":1155},"# Date-based aggregations\n",[1050,1573,1575,1577,1579,1581,1584,1586],{"class":1052,"line":1574},33,[1050,1576,1057],{"class":1056},[1050,1578,1061],{"class":1060},[1050,1580,1065],{"class":1064},[1050,1582,1583],{"class":1060},"utils ",[1050,1585,1076],{"class":1056},[1050,1587,1588],{"class":1060}," timezone\n",[1050,1590,1592,1594,1597,1599],{"class":1052,"line":1591},34,[1050,1593,1057],{"class":1056},[1050,1595,1596],{"class":1060}," datetime ",[1050,1598,1076],{"class":1056},[1050,1600,1601],{"class":1060}," timedelta\n",[1050,1603,1605],{"class":1052,"line":1604},35,[1050,1606,1149],{"emptyLinePlaceholder":1148},[1050,1608,1610,1613,1615,1617,1619,1621,1623,1625],{"class":1052,"line":1609},36,[1050,1611,1612],{"class":1060},"recent_stats ",[1050,1614,1165],{"class":1064},[1050,1616,1127],{"class":1060},[1050,1618,1065],{"class":1064},[1050,1620,1173],{"class":1172},[1050,1622,1065],{"class":1064},[1050,1624,1212],{"class":1178},[1050,1626,1271],{"class":1064},[1050,1628,1630,1633,1635,1638,1640,1643,1646,1650,1653,1655,1658,1660,1663],{"class":1052,"line":1629},37,[1050,1631,1632],{"class":1218},"    created_at__gte",[1050,1634,1165],{"class":1064},[1050,1636,1637],{"class":1178},"timezone",[1050,1639,1065],{"class":1064},[1050,1641,1642],{"class":1178},"now",[1050,1644,1645],{"class":1064},"()",[1050,1647,1649],{"class":1648},"sVsLi"," -",[1050,1651,1652],{"class":1178}," timedelta",[1050,1654,1215],{"class":1064},[1050,1656,1657],{"class":1218},"days",[1050,1659,1165],{"class":1064},[1050,1661,1662],{"class":1487},"30",[1050,1664,1380],{"class":1064},[1050,1666,1668,1670,1672],{"class":1052,"line":1667},38,[1050,1669,1234],{"class":1064},[1050,1671,1268],{"class":1178},[1050,1673,1271],{"class":1064},[1050,1675,1677,1680,1682,1684,1686,1688,1690,1692],{"class":1052,"line":1676},39,[1050,1678,1679],{"class":1218},"    recent_posts",[1050,1681,1165],{"class":1064},[1050,1683,1282],{"class":1178},[1050,1685,1215],{"class":1064},[1050,1687,1225],{"class":1224},[1050,1689,1289],{"class":1228},[1050,1691,1225],{"class":1224},[1050,1693,1294],{"class":1064},[1050,1695,1697,1700,1702,1704,1706,1708,1710,1712],{"class":1052,"line":1696},40,[1050,1698,1699],{"class":1218},"    avg_daily_views",[1050,1701,1165],{"class":1064},[1050,1703,1305],{"class":1178},[1050,1705,1215],{"class":1064},[1050,1707,1225],{"class":1224},[1050,1709,1312],{"class":1228},[1050,1711,1225],{"class":1224},[1050,1713,1294],{"class":1064},[1050,1715,1717,1720,1722,1724,1726,1728,1730,1732],{"class":1052,"line":1716},41,[1050,1718,1719],{"class":1218},"    total_recent_views",[1050,1721,1165],{"class":1064},[1050,1723,1369],{"class":1178},[1050,1725,1215],{"class":1064},[1050,1727,1225],{"class":1224},[1050,1729,1312],{"class":1228},[1050,1731,1225],{"class":1224},[1050,1733,1380],{"class":1064},[1050,1735,1737],{"class":1052,"line":1736},42,[1050,1738,1380],{"class":1064},[1035,1740,1742],{"id":1741},"aggregation-across-relationships","Aggregation Across Relationships",[1040,1744,1746],{"className":1042,"code":1745,"language":1044,"meta":1045,"style":1045},"# Aggregate across foreign key relationships\nauthor_stats = Author.objects.aggregate(\n    total_posts=Count('posts'),\n    avg_posts_per_author=Avg('posts'),\n    max_author_posts=Max('posts__view_count')\n)\n\n# Aggregate with relationship filtering\ntech_category_stats = Post.objects.filter(\n    category__name='Technology'\n).aggregate(\n    tech_posts=Count('id'),\n    avg_tech_views=Avg('view_count'),\n    total_tech_comments=Count('comments')\n)\n\n# Many-to-many aggregations\ntag_stats = Post.objects.aggregate(\n    posts_with_tags=Count('tags', distinct=True),\n    avg_tags_per_post=Avg('tags')\n)\n\n# Complex relationship aggregations\ncomment_stats = Comment.objects.select_related('post').aggregate(\n    total_comments=Count('id'),\n    avg_comments_per_post=Avg('post__comments'),\n    posts_with_comments=Count('post', distinct=True)\n)\n",[1047,1747,1748,1753,1772,1791,1810,1830,1834,1838,1843,1862,1877,1885,1904,1923,1943,1947,1951,1956,1975,2006,2025,2029,2033,2038,2072,2091,2111,2138],{"__ignoreMap":1045},[1050,1749,1750],{"class":1052,"line":1053},[1050,1751,1752],{"class":1155},"# Aggregate across foreign key relationships\n",[1050,1754,1755,1758,1760,1762,1764,1766,1768,1770],{"class":1052,"line":1113},[1050,1756,1757],{"class":1060},"author_stats ",[1050,1759,1165],{"class":1064},[1050,1761,1132],{"class":1060},[1050,1763,1065],{"class":1064},[1050,1765,1173],{"class":1172},[1050,1767,1065],{"class":1064},[1050,1769,1268],{"class":1178},[1050,1771,1271],{"class":1064},[1050,1773,1774,1776,1778,1780,1782,1784,1787,1789],{"class":1052,"line":1145},[1050,1775,1277],{"class":1218},[1050,1777,1165],{"class":1064},[1050,1779,1282],{"class":1178},[1050,1781,1215],{"class":1064},[1050,1783,1225],{"class":1224},[1050,1785,1786],{"class":1228},"posts",[1050,1788,1225],{"class":1224},[1050,1790,1294],{"class":1064},[1050,1792,1793,1796,1798,1800,1802,1804,1806,1808],{"class":1052,"line":1152},[1050,1794,1795],{"class":1218},"    avg_posts_per_author",[1050,1797,1165],{"class":1064},[1050,1799,1305],{"class":1178},[1050,1801,1215],{"class":1064},[1050,1803,1225],{"class":1224},[1050,1805,1786],{"class":1228},[1050,1807,1225],{"class":1224},[1050,1809,1294],{"class":1064},[1050,1811,1812,1815,1817,1819,1821,1823,1826,1828],{"class":1052,"line":1159},[1050,1813,1814],{"class":1218},"    max_author_posts",[1050,1816,1165],{"class":1064},[1050,1818,1327],{"class":1178},[1050,1820,1215],{"class":1064},[1050,1822,1225],{"class":1224},[1050,1824,1825],{"class":1228},"posts__view_count",[1050,1827,1225],{"class":1224},[1050,1829,1380],{"class":1064},[1050,1831,1832],{"class":1052,"line":1185},[1050,1833,1380],{"class":1064},[1050,1835,1836],{"class":1052,"line":1190},[1050,1837,1149],{"emptyLinePlaceholder":1148},[1050,1839,1840],{"class":1052,"line":1196},[1050,1841,1842],{"class":1155},"# Aggregate with relationship filtering\n",[1050,1844,1845,1848,1850,1852,1854,1856,1858,1860],{"class":1052,"line":1241},[1050,1846,1847],{"class":1060},"tech_category_stats ",[1050,1849,1165],{"class":1064},[1050,1851,1127],{"class":1060},[1050,1853,1065],{"class":1064},[1050,1855,1173],{"class":1172},[1050,1857,1065],{"class":1064},[1050,1859,1212],{"class":1178},[1050,1861,1271],{"class":1064},[1050,1863,1864,1867,1869,1871,1874],{"class":1052,"line":1246},[1050,1865,1866],{"class":1218},"    category__name",[1050,1868,1165],{"class":1064},[1050,1870,1225],{"class":1224},[1050,1872,1873],{"class":1228},"Technology",[1050,1875,1876],{"class":1224},"'\n",[1050,1878,1879,1881,1883],{"class":1052,"line":1252},[1050,1880,1234],{"class":1064},[1050,1882,1268],{"class":1178},[1050,1884,1271],{"class":1064},[1050,1886,1887,1890,1892,1894,1896,1898,1900,1902],{"class":1052,"line":1274},[1050,1888,1889],{"class":1218},"    tech_posts",[1050,1891,1165],{"class":1064},[1050,1893,1282],{"class":1178},[1050,1895,1215],{"class":1064},[1050,1897,1225],{"class":1224},[1050,1899,1289],{"class":1228},[1050,1901,1225],{"class":1224},[1050,1903,1294],{"class":1064},[1050,1905,1906,1909,1911,1913,1915,1917,1919,1921],{"class":1052,"line":1297},[1050,1907,1908],{"class":1218},"    avg_tech_views",[1050,1910,1165],{"class":1064},[1050,1912,1305],{"class":1178},[1050,1914,1215],{"class":1064},[1050,1916,1225],{"class":1224},[1050,1918,1312],{"class":1228},[1050,1920,1225],{"class":1224},[1050,1922,1294],{"class":1064},[1050,1924,1925,1928,1930,1932,1934,1936,1939,1941],{"class":1052,"line":1319},[1050,1926,1927],{"class":1218},"    total_tech_comments",[1050,1929,1165],{"class":1064},[1050,1931,1282],{"class":1178},[1050,1933,1215],{"class":1064},[1050,1935,1225],{"class":1224},[1050,1937,1938],{"class":1228},"comments",[1050,1940,1225],{"class":1224},[1050,1942,1380],{"class":1064},[1050,1944,1945],{"class":1052,"line":1340},[1050,1946,1380],{"class":1064},[1050,1948,1949],{"class":1052,"line":1361},[1050,1950,1149],{"emptyLinePlaceholder":1148},[1050,1952,1953],{"class":1052,"line":1383},[1050,1954,1955],{"class":1155},"# Many-to-many aggregations\n",[1050,1957,1958,1961,1963,1965,1967,1969,1971,1973],{"class":1052,"line":1388},[1050,1959,1960],{"class":1060},"tag_stats ",[1050,1962,1165],{"class":1064},[1050,1964,1127],{"class":1060},[1050,1966,1065],{"class":1064},[1050,1968,1173],{"class":1172},[1050,1970,1065],{"class":1064},[1050,1972,1268],{"class":1178},[1050,1974,1271],{"class":1064},[1050,1976,1977,1980,1982,1984,1986,1988,1991,1993,1995,1998,2000,2004],{"class":1052,"line":1394},[1050,1978,1979],{"class":1218},"    posts_with_tags",[1050,1981,1165],{"class":1064},[1050,1983,1282],{"class":1178},[1050,1985,1215],{"class":1064},[1050,1987,1225],{"class":1224},[1050,1989,1990],{"class":1228},"tags",[1050,1992,1225],{"class":1224},[1050,1994,1082],{"class":1064},[1050,1996,1997],{"class":1218}," distinct",[1050,1999,1165],{"class":1064},[1050,2001,2003],{"class":2002},"s8XtY","True",[1050,2005,1294],{"class":1064},[1050,2007,2008,2011,2013,2015,2017,2019,2021,2023],{"class":1052,"line":1399},[1050,2009,2010],{"class":1218},"    avg_tags_per_post",[1050,2012,1165],{"class":1064},[1050,2014,1305],{"class":1178},[1050,2016,1215],{"class":1064},[1050,2018,1225],{"class":1224},[1050,2020,1990],{"class":1228},[1050,2022,1225],{"class":1224},[1050,2024,1380],{"class":1064},[1050,2026,2027],{"class":1052,"line":1405},[1050,2028,1380],{"class":1064},[1050,2030,2031],{"class":1052,"line":1448},[1050,2032,1149],{"emptyLinePlaceholder":1148},[1050,2034,2035],{"class":1052,"line":1453},[1050,2036,2037],{"class":1155},"# Complex relationship aggregations\n",[1050,2039,2040,2043,2045,2048,2050,2052,2054,2057,2059,2061,2064,2066,2068,2070],{"class":1052,"line":1459},[1050,2041,2042],{"class":1060},"comment_stats ",[1050,2044,1165],{"class":1064},[1050,2046,2047],{"class":1060}," Comment",[1050,2049,1065],{"class":1064},[1050,2051,1173],{"class":1172},[1050,2053,1065],{"class":1064},[1050,2055,2056],{"class":1178},"select_related",[1050,2058,1215],{"class":1064},[1050,2060,1225],{"class":1224},[1050,2062,2063],{"class":1228},"post",[1050,2065,1225],{"class":1224},[1050,2067,1234],{"class":1064},[1050,2069,1268],{"class":1178},[1050,2071,1271],{"class":1064},[1050,2073,2074,2077,2079,2081,2083,2085,2087,2089],{"class":1052,"line":1479},[1050,2075,2076],{"class":1218},"    total_comments",[1050,2078,1165],{"class":1064},[1050,2080,1282],{"class":1178},[1050,2082,1215],{"class":1064},[1050,2084,1225],{"class":1224},[1050,2086,1289],{"class":1228},[1050,2088,1225],{"class":1224},[1050,2090,1294],{"class":1064},[1050,2092,2093,2096,2098,2100,2102,2104,2107,2109],{"class":1052,"line":1491},[1050,2094,2095],{"class":1218},"    avg_comments_per_post",[1050,2097,1165],{"class":1064},[1050,2099,1305],{"class":1178},[1050,2101,1215],{"class":1064},[1050,2103,1225],{"class":1224},[1050,2105,2106],{"class":1228},"post__comments",[1050,2108,1225],{"class":1224},[1050,2110,1294],{"class":1064},[1050,2112,2113,2116,2118,2120,2122,2124,2126,2128,2130,2132,2134,2136],{"class":1052,"line":1500},[1050,2114,2115],{"class":1218},"    posts_with_comments",[1050,2117,1165],{"class":1064},[1050,2119,1282],{"class":1178},[1050,2121,1215],{"class":1064},[1050,2123,1225],{"class":1224},[1050,2125,2063],{"class":1228},[1050,2127,1225],{"class":1224},[1050,2129,1082],{"class":1064},[1050,2131,1997],{"class":1218},[1050,2133,1165],{"class":1064},[1050,2135,2003],{"class":2002},[1050,2137,1380],{"class":1064},[1050,2139,2140],{"class":1052,"line":1520},[1050,2141,1380],{"class":1064},[1030,2143,2145],{"id":2144},"annotations-and-grouping","Annotations and Grouping",[1035,2147,2149],{"id":2148},"basic-annotations","Basic Annotations",[1040,2151,2153],{"className":1042,"code":2152,"language":1044,"meta":1045,"style":1045},"from django.db.models import F, Count, Sum, Avg\n\n# Annotate each post with comment count\nposts_with_comment_count = Post.objects.annotate(\n    comment_count=Count('comments')\n)\n\nfor post in posts_with_comment_count:\n    print(f\"{post.title}: {post.comment_count} comments\")\n\n# Multiple annotations\nposts_with_stats = Post.objects.annotate(\n    comment_count=Count('comments'),\n    like_count=Count('likes'),\n    tag_count=Count('tags'),\n    engagement_score=F('view_count') + Count('comments') * 5\n).order_by('-engagement_score')\n\n# Annotations with filtering\npopular_posts = Post.objects.annotate(\n    comment_count=Count('comments')\n).filter(\n    comment_count__gte=10,\n    view_count__gte=1000\n)\n\n# Conditional annotations\nfrom django.db.models import Case, When, IntegerField\n\nposts_with_popularity = Post.objects.annotate(\n    popularity_level=Case(\n        When(view_count__gte=10000, then=3),\n        When(view_count__gte=1000, then=2),\n        When(view_count__gte=100, then=1),\n        default=0,\n        output_field=IntegerField()\n    )\n)\n",[1047,2154,2155,2187,2191,2196,2216,2235,2239,2243,2260,2308,2312,2317,2336,2354,2374,2393,2435,2453,2457,2462,2481,2499,2507,2520,2528,2532,2536,2541,2570,2574,2593,2605,2632,2656,2680,2692,2704,2709],{"__ignoreMap":1045},[1050,2156,2157,2159,2161,2163,2165,2167,2169,2171,2174,2176,2178,2180,2182,2184],{"class":1052,"line":1053},[1050,2158,1057],{"class":1056},[1050,2160,1061],{"class":1060},[1050,2162,1065],{"class":1064},[1050,2164,1068],{"class":1060},[1050,2166,1065],{"class":1064},[1050,2168,1073],{"class":1060},[1050,2170,1076],{"class":1056},[1050,2172,2173],{"class":1060}," F",[1050,2175,1082],{"class":1064},[1050,2177,1079],{"class":1060},[1050,2179,1082],{"class":1064},[1050,2181,1085],{"class":1060},[1050,2183,1082],{"class":1064},[1050,2185,2186],{"class":1060}," Avg\n",[1050,2188,2189],{"class":1052,"line":1113},[1050,2190,1149],{"emptyLinePlaceholder":1148},[1050,2192,2193],{"class":1052,"line":1145},[1050,2194,2195],{"class":1155},"# Annotate each post with comment count\n",[1050,2197,2198,2201,2203,2205,2207,2209,2211,2214],{"class":1052,"line":1152},[1050,2199,2200],{"class":1060},"posts_with_comment_count ",[1050,2202,1165],{"class":1064},[1050,2204,1127],{"class":1060},[1050,2206,1065],{"class":1064},[1050,2208,1173],{"class":1172},[1050,2210,1065],{"class":1064},[1050,2212,2213],{"class":1178},"annotate",[1050,2215,1271],{"class":1064},[1050,2217,2218,2221,2223,2225,2227,2229,2231,2233],{"class":1052,"line":1159},[1050,2219,2220],{"class":1218},"    comment_count",[1050,2222,1165],{"class":1064},[1050,2224,1282],{"class":1178},[1050,2226,1215],{"class":1064},[1050,2228,1225],{"class":1224},[1050,2230,1938],{"class":1228},[1050,2232,1225],{"class":1224},[1050,2234,1380],{"class":1064},[1050,2236,2237],{"class":1052,"line":1185},[1050,2238,1380],{"class":1064},[1050,2240,2241],{"class":1052,"line":1190},[1050,2242,1149],{"emptyLinePlaceholder":1148},[1050,2244,2245,2248,2251,2254,2257],{"class":1052,"line":1196},[1050,2246,2247],{"class":1056},"for",[1050,2249,2250],{"class":1060}," post ",[1050,2252,2253],{"class":1056},"in",[1050,2255,2256],{"class":1060}," posts_with_comment_count",[1050,2258,2259],{"class":1064},":\n",[1050,2261,2262,2266,2268,2272,2275,2279,2281,2283,2286,2289,2292,2294,2296,2298,2301,2303,2306],{"class":1052,"line":1241},[1050,2263,2265],{"class":2264},"sJdAF","    print",[1050,2267,1215],{"class":1064},[1050,2269,2271],{"class":2270},"s5Kfy","f",[1050,2273,2274],{"class":1228},"\"",[1050,2276,2278],{"class":2277},"s3h35","{",[1050,2280,2063],{"class":1178},[1050,2282,1065],{"class":1064},[1050,2284,2285],{"class":1172},"title",[1050,2287,2288],{"class":2277},"}",[1050,2290,2291],{"class":1228},": ",[1050,2293,2278],{"class":2277},[1050,2295,2063],{"class":1178},[1050,2297,1065],{"class":1064},[1050,2299,2300],{"class":1172},"comment_count",[1050,2302,2288],{"class":2277},[1050,2304,2305],{"class":1228}," comments\"",[1050,2307,1380],{"class":1064},[1050,2309,2310],{"class":1052,"line":1246},[1050,2311,1149],{"emptyLinePlaceholder":1148},[1050,2313,2314],{"class":1052,"line":1252},[1050,2315,2316],{"class":1155},"# Multiple annotations\n",[1050,2318,2319,2322,2324,2326,2328,2330,2332,2334],{"class":1052,"line":1274},[1050,2320,2321],{"class":1060},"posts_with_stats ",[1050,2323,1165],{"class":1064},[1050,2325,1127],{"class":1060},[1050,2327,1065],{"class":1064},[1050,2329,1173],{"class":1172},[1050,2331,1065],{"class":1064},[1050,2333,2213],{"class":1178},[1050,2335,1271],{"class":1064},[1050,2337,2338,2340,2342,2344,2346,2348,2350,2352],{"class":1052,"line":1297},[1050,2339,2220],{"class":1218},[1050,2341,1165],{"class":1064},[1050,2343,1282],{"class":1178},[1050,2345,1215],{"class":1064},[1050,2347,1225],{"class":1224},[1050,2349,1938],{"class":1228},[1050,2351,1225],{"class":1224},[1050,2353,1294],{"class":1064},[1050,2355,2356,2359,2361,2363,2365,2367,2370,2372],{"class":1052,"line":1319},[1050,2357,2358],{"class":1218},"    like_count",[1050,2360,1165],{"class":1064},[1050,2362,1282],{"class":1178},[1050,2364,1215],{"class":1064},[1050,2366,1225],{"class":1224},[1050,2368,2369],{"class":1228},"likes",[1050,2371,1225],{"class":1224},[1050,2373,1294],{"class":1064},[1050,2375,2376,2379,2381,2383,2385,2387,2389,2391],{"class":1052,"line":1340},[1050,2377,2378],{"class":1218},"    tag_count",[1050,2380,1165],{"class":1064},[1050,2382,1282],{"class":1178},[1050,2384,1215],{"class":1064},[1050,2386,1225],{"class":1224},[1050,2388,1990],{"class":1228},[1050,2390,1225],{"class":1224},[1050,2392,1294],{"class":1064},[1050,2394,2395,2398,2400,2403,2405,2407,2409,2411,2414,2417,2419,2421,2423,2425,2427,2429,2432],{"class":1052,"line":1361},[1050,2396,2397],{"class":1218},"    engagement_score",[1050,2399,1165],{"class":1064},[1050,2401,2402],{"class":1178},"F",[1050,2404,1215],{"class":1064},[1050,2406,1225],{"class":1224},[1050,2408,1312],{"class":1228},[1050,2410,1225],{"class":1224},[1050,2412,2413],{"class":1064},")",[1050,2415,2416],{"class":1648}," +",[1050,2418,1079],{"class":1178},[1050,2420,1215],{"class":1064},[1050,2422,1225],{"class":1224},[1050,2424,1938],{"class":1228},[1050,2426,1225],{"class":1224},[1050,2428,2413],{"class":1064},[1050,2430,2431],{"class":1648}," *",[1050,2433,2434],{"class":1487}," 5\n",[1050,2436,2437,2439,2442,2444,2446,2449,2451],{"class":1052,"line":1383},[1050,2438,1234],{"class":1064},[1050,2440,2441],{"class":1178},"order_by",[1050,2443,1215],{"class":1064},[1050,2445,1225],{"class":1224},[1050,2447,2448],{"class":1228},"-engagement_score",[1050,2450,1225],{"class":1224},[1050,2452,1380],{"class":1064},[1050,2454,2455],{"class":1052,"line":1388},[1050,2456,1149],{"emptyLinePlaceholder":1148},[1050,2458,2459],{"class":1052,"line":1394},[1050,2460,2461],{"class":1155},"# Annotations with filtering\n",[1050,2463,2464,2467,2469,2471,2473,2475,2477,2479],{"class":1052,"line":1399},[1050,2465,2466],{"class":1060},"popular_posts ",[1050,2468,1165],{"class":1064},[1050,2470,1127],{"class":1060},[1050,2472,1065],{"class":1064},[1050,2474,1173],{"class":1172},[1050,2476,1065],{"class":1064},[1050,2478,2213],{"class":1178},[1050,2480,1271],{"class":1064},[1050,2482,2483,2485,2487,2489,2491,2493,2495,2497],{"class":1052,"line":1405},[1050,2484,2220],{"class":1218},[1050,2486,1165],{"class":1064},[1050,2488,1282],{"class":1178},[1050,2490,1215],{"class":1064},[1050,2492,1225],{"class":1224},[1050,2494,1938],{"class":1228},[1050,2496,1225],{"class":1224},[1050,2498,1380],{"class":1064},[1050,2500,2501,2503,2505],{"class":1052,"line":1448},[1050,2502,1234],{"class":1064},[1050,2504,1212],{"class":1178},[1050,2506,1271],{"class":1064},[1050,2508,2509,2512,2514,2517],{"class":1052,"line":1453},[1050,2510,2511],{"class":1218},"    comment_count__gte",[1050,2513,1165],{"class":1064},[1050,2515,2516],{"class":1487},"10",[1050,2518,2519],{"class":1064},",\n",[1050,2521,2522,2524,2526],{"class":1052,"line":1459},[1050,2523,1482],{"class":1218},[1050,2525,1165],{"class":1064},[1050,2527,1488],{"class":1487},[1050,2529,2530],{"class":1052,"line":1479},[1050,2531,1380],{"class":1064},[1050,2533,2534],{"class":1052,"line":1491},[1050,2535,1149],{"emptyLinePlaceholder":1148},[1050,2537,2538],{"class":1052,"line":1500},[1050,2539,2540],{"class":1155},"# Conditional annotations\n",[1050,2542,2543,2545,2547,2549,2551,2553,2555,2557,2560,2562,2565,2567],{"class":1052,"line":1520},[1050,2544,1057],{"class":1056},[1050,2546,1061],{"class":1060},[1050,2548,1065],{"class":1064},[1050,2550,1068],{"class":1060},[1050,2552,1065],{"class":1064},[1050,2554,1073],{"class":1060},[1050,2556,1076],{"class":1056},[1050,2558,2559],{"class":1060}," Case",[1050,2561,1082],{"class":1064},[1050,2563,2564],{"class":1060}," When",[1050,2566,1082],{"class":1064},[1050,2568,2569],{"class":1060}," IntegerField\n",[1050,2571,2572],{"class":1052,"line":1539},[1050,2573,1149],{"emptyLinePlaceholder":1148},[1050,2575,2576,2579,2581,2583,2585,2587,2589,2591],{"class":1052,"line":1558},[1050,2577,2578],{"class":1060},"posts_with_popularity ",[1050,2580,1165],{"class":1064},[1050,2582,1127],{"class":1060},[1050,2584,1065],{"class":1064},[1050,2586,1173],{"class":1172},[1050,2588,1065],{"class":1064},[1050,2590,2213],{"class":1178},[1050,2592,1271],{"class":1064},[1050,2594,2595,2598,2600,2603],{"class":1052,"line":1563},[1050,2596,2597],{"class":1218},"    popularity_level",[1050,2599,1165],{"class":1064},[1050,2601,2602],{"class":1178},"Case",[1050,2604,1271],{"class":1064},[1050,2606,2607,2610,2612,2615,2617,2620,2622,2625,2627,2630],{"class":1052,"line":1568},[1050,2608,2609],{"class":1178},"        When",[1050,2611,1215],{"class":1064},[1050,2613,2614],{"class":1218},"view_count__gte",[1050,2616,1165],{"class":1064},[1050,2618,2619],{"class":1487},"10000",[1050,2621,1082],{"class":1064},[1050,2623,2624],{"class":1218}," then",[1050,2626,1165],{"class":1064},[1050,2628,2629],{"class":1487},"3",[1050,2631,1294],{"class":1064},[1050,2633,2634,2636,2638,2640,2642,2645,2647,2649,2651,2654],{"class":1052,"line":1574},[1050,2635,2609],{"class":1178},[1050,2637,1215],{"class":1064},[1050,2639,2614],{"class":1218},[1050,2641,1165],{"class":1064},[1050,2643,2644],{"class":1487},"1000",[1050,2646,1082],{"class":1064},[1050,2648,2624],{"class":1218},[1050,2650,1165],{"class":1064},[1050,2652,2653],{"class":1487},"2",[1050,2655,1294],{"class":1064},[1050,2657,2658,2660,2662,2664,2666,2669,2671,2673,2675,2678],{"class":1052,"line":1591},[1050,2659,2609],{"class":1178},[1050,2661,1215],{"class":1064},[1050,2663,2614],{"class":1218},[1050,2665,1165],{"class":1064},[1050,2667,2668],{"class":1487},"100",[1050,2670,1082],{"class":1064},[1050,2672,2624],{"class":1218},[1050,2674,1165],{"class":1064},[1050,2676,2677],{"class":1487},"1",[1050,2679,1294],{"class":1064},[1050,2681,2682,2685,2687,2690],{"class":1052,"line":1604},[1050,2683,2684],{"class":1218},"        default",[1050,2686,1165],{"class":1064},[1050,2688,2689],{"class":1487},"0",[1050,2691,2519],{"class":1064},[1050,2693,2694,2697,2699,2702],{"class":1052,"line":1609},[1050,2695,2696],{"class":1218},"        output_field",[1050,2698,1165],{"class":1064},[1050,2700,2701],{"class":1178},"IntegerField",[1050,2703,1182],{"class":1064},[1050,2705,2706],{"class":1052,"line":1629},[1050,2707,2708],{"class":1064},"    )\n",[1050,2710,2711],{"class":1052,"line":1667},[1050,2712,1380],{"class":1064},[1035,2714,2716],{"id":2715},"grouping-and-aggregation","Grouping and Aggregation",[1040,2718,2720],{"className":1042,"code":2719,"language":1044,"meta":1045,"style":1045},"# Group by author and count posts\nauthor_post_counts = Post.objects.values('author__username').annotate(\n    post_count=Count('id'),\n    avg_views=Avg('view_count'),\n    total_views=Sum('view_count')\n).order_by('-post_count')\n\n# Group by category\ncategory_stats = Post.objects.values('category__name').annotate(\n    post_count=Count('id'),\n    avg_views=Avg('view_count'),\n    latest_post=Max('created_at')\n).order_by('-post_count')\n\n# Group by date\nfrom django.db.models.functions import TruncDate, TruncMonth, TruncYear\n\n# Posts per day\ndaily_post_counts = Post.objects.annotate(\n    date=TruncDate('created_at')\n).values('date').annotate(\n    count=Count('id')\n).order_by('date')\n\n# Posts per month\nmonthly_stats = Post.objects.annotate(\n    month=TruncMonth('created_at')\n).values('month').annotate(\n    post_count=Count('id'),\n    avg_views=Avg('view_count'),\n    total_views=Sum('view_count')\n).order_by('month')\n\n# Group by multiple fields\nauthor_category_stats = Post.objects.values(\n    'author__username', 'category__name'\n).annotate(\n    post_count=Count('id'),\n    avg_views=Avg('view_count')\n).order_by('author__username', '-post_count')\n",[1047,2721,2722,2727,2760,2779,2797,2815,2832,2836,2841,2873,2891,2909,2929,2945,2949,2954,2989,2993,2998,3017,3037,3058,3076,3092,3096,3101,3120,3140,3161,3179,3197,3215,3231,3235,3240,3259,3277,3285,3303,3321],{"__ignoreMap":1045},[1050,2723,2724],{"class":1052,"line":1053},[1050,2725,2726],{"class":1155},"# Group by author and count posts\n",[1050,2728,2729,2732,2734,2736,2738,2740,2742,2745,2747,2749,2752,2754,2756,2758],{"class":1052,"line":1113},[1050,2730,2731],{"class":1060},"author_post_counts ",[1050,2733,1165],{"class":1064},[1050,2735,1127],{"class":1060},[1050,2737,1065],{"class":1064},[1050,2739,1173],{"class":1172},[1050,2741,1065],{"class":1064},[1050,2743,2744],{"class":1178},"values",[1050,2746,1215],{"class":1064},[1050,2748,1225],{"class":1224},[1050,2750,2751],{"class":1228},"author__username",[1050,2753,1225],{"class":1224},[1050,2755,1234],{"class":1064},[1050,2757,2213],{"class":1178},[1050,2759,1271],{"class":1064},[1050,2761,2762,2765,2767,2769,2771,2773,2775,2777],{"class":1052,"line":1145},[1050,2763,2764],{"class":1218},"    post_count",[1050,2766,1165],{"class":1064},[1050,2768,1282],{"class":1178},[1050,2770,1215],{"class":1064},[1050,2772,1225],{"class":1224},[1050,2774,1289],{"class":1228},[1050,2776,1225],{"class":1224},[1050,2778,1294],{"class":1064},[1050,2780,2781,2783,2785,2787,2789,2791,2793,2795],{"class":1052,"line":1152},[1050,2782,1300],{"class":1218},[1050,2784,1165],{"class":1064},[1050,2786,1305],{"class":1178},[1050,2788,1215],{"class":1064},[1050,2790,1225],{"class":1224},[1050,2792,1312],{"class":1228},[1050,2794,1225],{"class":1224},[1050,2796,1294],{"class":1064},[1050,2798,2799,2801,2803,2805,2807,2809,2811,2813],{"class":1052,"line":1159},[1050,2800,1364],{"class":1218},[1050,2802,1165],{"class":1064},[1050,2804,1369],{"class":1178},[1050,2806,1215],{"class":1064},[1050,2808,1225],{"class":1224},[1050,2810,1312],{"class":1228},[1050,2812,1225],{"class":1224},[1050,2814,1380],{"class":1064},[1050,2816,2817,2819,2821,2823,2825,2828,2830],{"class":1052,"line":1185},[1050,2818,1234],{"class":1064},[1050,2820,2441],{"class":1178},[1050,2822,1215],{"class":1064},[1050,2824,1225],{"class":1224},[1050,2826,2827],{"class":1228},"-post_count",[1050,2829,1225],{"class":1224},[1050,2831,1380],{"class":1064},[1050,2833,2834],{"class":1052,"line":1190},[1050,2835,1149],{"emptyLinePlaceholder":1148},[1050,2837,2838],{"class":1052,"line":1196},[1050,2839,2840],{"class":1155},"# Group by category\n",[1050,2842,2843,2846,2848,2850,2852,2854,2856,2858,2860,2862,2865,2867,2869,2871],{"class":1052,"line":1241},[1050,2844,2845],{"class":1060},"category_stats ",[1050,2847,1165],{"class":1064},[1050,2849,1127],{"class":1060},[1050,2851,1065],{"class":1064},[1050,2853,1173],{"class":1172},[1050,2855,1065],{"class":1064},[1050,2857,2744],{"class":1178},[1050,2859,1215],{"class":1064},[1050,2861,1225],{"class":1224},[1050,2863,2864],{"class":1228},"category__name",[1050,2866,1225],{"class":1224},[1050,2868,1234],{"class":1064},[1050,2870,2213],{"class":1178},[1050,2872,1271],{"class":1064},[1050,2874,2875,2877,2879,2881,2883,2885,2887,2889],{"class":1052,"line":1246},[1050,2876,2764],{"class":1218},[1050,2878,1165],{"class":1064},[1050,2880,1282],{"class":1178},[1050,2882,1215],{"class":1064},[1050,2884,1225],{"class":1224},[1050,2886,1289],{"class":1228},[1050,2888,1225],{"class":1224},[1050,2890,1294],{"class":1064},[1050,2892,2893,2895,2897,2899,2901,2903,2905,2907],{"class":1052,"line":1252},[1050,2894,1300],{"class":1218},[1050,2896,1165],{"class":1064},[1050,2898,1305],{"class":1178},[1050,2900,1215],{"class":1064},[1050,2902,1225],{"class":1224},[1050,2904,1312],{"class":1228},[1050,2906,1225],{"class":1224},[1050,2908,1294],{"class":1064},[1050,2910,2911,2914,2916,2918,2920,2922,2925,2927],{"class":1052,"line":1274},[1050,2912,2913],{"class":1218},"    latest_post",[1050,2915,1165],{"class":1064},[1050,2917,1327],{"class":1178},[1050,2919,1215],{"class":1064},[1050,2921,1225],{"class":1224},[1050,2923,2924],{"class":1228},"created_at",[1050,2926,1225],{"class":1224},[1050,2928,1380],{"class":1064},[1050,2930,2931,2933,2935,2937,2939,2941,2943],{"class":1052,"line":1297},[1050,2932,1234],{"class":1064},[1050,2934,2441],{"class":1178},[1050,2936,1215],{"class":1064},[1050,2938,1225],{"class":1224},[1050,2940,2827],{"class":1228},[1050,2942,1225],{"class":1224},[1050,2944,1380],{"class":1064},[1050,2946,2947],{"class":1052,"line":1319},[1050,2948,1149],{"emptyLinePlaceholder":1148},[1050,2950,2951],{"class":1052,"line":1340},[1050,2952,2953],{"class":1155},"# Group by date\n",[1050,2955,2956,2958,2960,2962,2964,2966,2969,2971,2974,2976,2979,2981,2984,2986],{"class":1052,"line":1361},[1050,2957,1057],{"class":1056},[1050,2959,1061],{"class":1060},[1050,2961,1065],{"class":1064},[1050,2963,1068],{"class":1060},[1050,2965,1065],{"class":1064},[1050,2967,2968],{"class":1060},"models",[1050,2970,1065],{"class":1064},[1050,2972,2973],{"class":1060},"functions ",[1050,2975,1076],{"class":1056},[1050,2977,2978],{"class":1060}," TruncDate",[1050,2980,1082],{"class":1064},[1050,2982,2983],{"class":1060}," TruncMonth",[1050,2985,1082],{"class":1064},[1050,2987,2988],{"class":1060}," TruncYear\n",[1050,2990,2991],{"class":1052,"line":1383},[1050,2992,1149],{"emptyLinePlaceholder":1148},[1050,2994,2995],{"class":1052,"line":1388},[1050,2996,2997],{"class":1155},"# Posts per day\n",[1050,2999,3000,3003,3005,3007,3009,3011,3013,3015],{"class":1052,"line":1394},[1050,3001,3002],{"class":1060},"daily_post_counts ",[1050,3004,1165],{"class":1064},[1050,3006,1127],{"class":1060},[1050,3008,1065],{"class":1064},[1050,3010,1173],{"class":1172},[1050,3012,1065],{"class":1064},[1050,3014,2213],{"class":1178},[1050,3016,1271],{"class":1064},[1050,3018,3019,3022,3024,3027,3029,3031,3033,3035],{"class":1052,"line":1399},[1050,3020,3021],{"class":1218},"    date",[1050,3023,1165],{"class":1064},[1050,3025,3026],{"class":1178},"TruncDate",[1050,3028,1215],{"class":1064},[1050,3030,1225],{"class":1224},[1050,3032,2924],{"class":1228},[1050,3034,1225],{"class":1224},[1050,3036,1380],{"class":1064},[1050,3038,3039,3041,3043,3045,3047,3050,3052,3054,3056],{"class":1052,"line":1405},[1050,3040,1234],{"class":1064},[1050,3042,2744],{"class":1178},[1050,3044,1215],{"class":1064},[1050,3046,1225],{"class":1224},[1050,3048,3049],{"class":1228},"date",[1050,3051,1225],{"class":1224},[1050,3053,1234],{"class":1064},[1050,3055,2213],{"class":1178},[1050,3057,1271],{"class":1064},[1050,3059,3060,3062,3064,3066,3068,3070,3072,3074],{"class":1052,"line":1448},[1050,3061,1503],{"class":1218},[1050,3063,1165],{"class":1064},[1050,3065,1282],{"class":1178},[1050,3067,1215],{"class":1064},[1050,3069,1225],{"class":1224},[1050,3071,1289],{"class":1228},[1050,3073,1225],{"class":1224},[1050,3075,1380],{"class":1064},[1050,3077,3078,3080,3082,3084,3086,3088,3090],{"class":1052,"line":1453},[1050,3079,1234],{"class":1064},[1050,3081,2441],{"class":1178},[1050,3083,1215],{"class":1064},[1050,3085,1225],{"class":1224},[1050,3087,3049],{"class":1228},[1050,3089,1225],{"class":1224},[1050,3091,1380],{"class":1064},[1050,3093,3094],{"class":1052,"line":1459},[1050,3095,1149],{"emptyLinePlaceholder":1148},[1050,3097,3098],{"class":1052,"line":1479},[1050,3099,3100],{"class":1155},"# Posts per month\n",[1050,3102,3103,3106,3108,3110,3112,3114,3116,3118],{"class":1052,"line":1491},[1050,3104,3105],{"class":1060},"monthly_stats ",[1050,3107,1165],{"class":1064},[1050,3109,1127],{"class":1060},[1050,3111,1065],{"class":1064},[1050,3113,1173],{"class":1172},[1050,3115,1065],{"class":1064},[1050,3117,2213],{"class":1178},[1050,3119,1271],{"class":1064},[1050,3121,3122,3125,3127,3130,3132,3134,3136,3138],{"class":1052,"line":1500},[1050,3123,3124],{"class":1218},"    month",[1050,3126,1165],{"class":1064},[1050,3128,3129],{"class":1178},"TruncMonth",[1050,3131,1215],{"class":1064},[1050,3133,1225],{"class":1224},[1050,3135,2924],{"class":1228},[1050,3137,1225],{"class":1224},[1050,3139,1380],{"class":1064},[1050,3141,3142,3144,3146,3148,3150,3153,3155,3157,3159],{"class":1052,"line":1520},[1050,3143,1234],{"class":1064},[1050,3145,2744],{"class":1178},[1050,3147,1215],{"class":1064},[1050,3149,1225],{"class":1224},[1050,3151,3152],{"class":1228},"month",[1050,3154,1225],{"class":1224},[1050,3156,1234],{"class":1064},[1050,3158,2213],{"class":1178},[1050,3160,1271],{"class":1064},[1050,3162,3163,3165,3167,3169,3171,3173,3175,3177],{"class":1052,"line":1539},[1050,3164,2764],{"class":1218},[1050,3166,1165],{"class":1064},[1050,3168,1282],{"class":1178},[1050,3170,1215],{"class":1064},[1050,3172,1225],{"class":1224},[1050,3174,1289],{"class":1228},[1050,3176,1225],{"class":1224},[1050,3178,1294],{"class":1064},[1050,3180,3181,3183,3185,3187,3189,3191,3193,3195],{"class":1052,"line":1558},[1050,3182,1300],{"class":1218},[1050,3184,1165],{"class":1064},[1050,3186,1305],{"class":1178},[1050,3188,1215],{"class":1064},[1050,3190,1225],{"class":1224},[1050,3192,1312],{"class":1228},[1050,3194,1225],{"class":1224},[1050,3196,1294],{"class":1064},[1050,3198,3199,3201,3203,3205,3207,3209,3211,3213],{"class":1052,"line":1563},[1050,3200,1364],{"class":1218},[1050,3202,1165],{"class":1064},[1050,3204,1369],{"class":1178},[1050,3206,1215],{"class":1064},[1050,3208,1225],{"class":1224},[1050,3210,1312],{"class":1228},[1050,3212,1225],{"class":1224},[1050,3214,1380],{"class":1064},[1050,3216,3217,3219,3221,3223,3225,3227,3229],{"class":1052,"line":1568},[1050,3218,1234],{"class":1064},[1050,3220,2441],{"class":1178},[1050,3222,1215],{"class":1064},[1050,3224,1225],{"class":1224},[1050,3226,3152],{"class":1228},[1050,3228,1225],{"class":1224},[1050,3230,1380],{"class":1064},[1050,3232,3233],{"class":1052,"line":1574},[1050,3234,1149],{"emptyLinePlaceholder":1148},[1050,3236,3237],{"class":1052,"line":1591},[1050,3238,3239],{"class":1155},"# Group by multiple fields\n",[1050,3241,3242,3245,3247,3249,3251,3253,3255,3257],{"class":1052,"line":1604},[1050,3243,3244],{"class":1060},"author_category_stats ",[1050,3246,1165],{"class":1064},[1050,3248,1127],{"class":1060},[1050,3250,1065],{"class":1064},[1050,3252,1173],{"class":1172},[1050,3254,1065],{"class":1064},[1050,3256,2744],{"class":1178},[1050,3258,1271],{"class":1064},[1050,3260,3261,3264,3266,3268,3270,3273,3275],{"class":1052,"line":1609},[1050,3262,3263],{"class":1224},"    '",[1050,3265,2751],{"class":1228},[1050,3267,1225],{"class":1224},[1050,3269,1082],{"class":1064},[1050,3271,3272],{"class":1224}," '",[1050,3274,2864],{"class":1228},[1050,3276,1876],{"class":1224},[1050,3278,3279,3281,3283],{"class":1052,"line":1629},[1050,3280,1234],{"class":1064},[1050,3282,2213],{"class":1178},[1050,3284,1271],{"class":1064},[1050,3286,3287,3289,3291,3293,3295,3297,3299,3301],{"class":1052,"line":1667},[1050,3288,2764],{"class":1218},[1050,3290,1165],{"class":1064},[1050,3292,1282],{"class":1178},[1050,3294,1215],{"class":1064},[1050,3296,1225],{"class":1224},[1050,3298,1289],{"class":1228},[1050,3300,1225],{"class":1224},[1050,3302,1294],{"class":1064},[1050,3304,3305,3307,3309,3311,3313,3315,3317,3319],{"class":1052,"line":1676},[1050,3306,1300],{"class":1218},[1050,3308,1165],{"class":1064},[1050,3310,1305],{"class":1178},[1050,3312,1215],{"class":1064},[1050,3314,1225],{"class":1224},[1050,3316,1312],{"class":1228},[1050,3318,1225],{"class":1224},[1050,3320,1380],{"class":1064},[1050,3322,3323,3325,3327,3329,3331,3333,3335,3337,3339,3341,3343],{"class":1052,"line":1696},[1050,3324,1234],{"class":1064},[1050,3326,2441],{"class":1178},[1050,3328,1215],{"class":1064},[1050,3330,1225],{"class":1224},[1050,3332,2751],{"class":1228},[1050,3334,1225],{"class":1224},[1050,3336,1082],{"class":1064},[1050,3338,3272],{"class":1224},[1050,3340,2827],{"class":1228},[1050,3342,1225],{"class":1224},[1050,3344,1380],{"class":1064},[1035,3346,3348],{"id":3347},"advanced-annotation-patterns","Advanced Annotation Patterns",[1040,3350,3352],{"className":1042,"code":3351,"language":1044,"meta":1045,"style":1045},"from django.db.models import Q, F, Case, When, Value\nfrom django.db.models.functions import Coalesce, Greatest, Least\n\n# Conditional counting\nposts_with_conditional_counts = Post.objects.annotate(\n    approved_comments=Count('comments', filter=Q(comments__is_approved=True)),\n    pending_comments=Count('comments', filter=Q(comments__is_approved=False)),\n    recent_comments=Count(\n        'comments',\n        filter=Q(comments__created_at__gte=timezone.now() - timedelta(days=7))\n    )\n)\n\n# Complex calculations\nposts_with_metrics = Post.objects.annotate(\n    # Engagement rate (comments per view)\n    engagement_rate=Case(\n        When(view_count=0, then=Value(0.0)),\n        default=Count('comments') * 100.0 / F('view_count'),\n        output_field=models.FloatField()\n    ),\n    \n    # Quality score (combination of metrics)\n    quality_score=(\n        F('view_count') * 0.1 +\n        Count('comments') * 2 +\n        Count('likes') * 1.5\n    ),\n    \n    # Days since publication\n    days_since_published=Case(\n        When(published_at__isnull=True, then=Value(None)),\n        default=(timezone.now().date() - F('published_at__date')),\n        output_field=models.IntegerField()\n    )\n)\n\n# Subquery annotations\nfrom django.db.models import OuterRef, Subquery\n\n# Annotate with latest comment date\nlatest_comment_subquery = Comment.objects.filter(\n    post=OuterRef('pk'),\n    is_approved=True\n).order_by('-created_at').values('created_at')[:1]\n\nposts_with_latest_comment = Post.objects.annotate(\n    latest_comment_date=Subquery(latest_comment_subquery)\n)\n\n# Annotate with related model statistics\nauthor_avg_views_subquery = Post.objects.filter(\n    author=OuterRef('author')\n).aggregate(avg_views=Avg('view_count'))['avg_views']\n\nposts_with_author_avg = Post.objects.annotate(\n    author_avg_views=Subquery(\n        Post.objects.filter(\n            author=OuterRef('author')\n        ).aggregate(avg_views=Avg('view_count')).values('avg_views')\n    )\n)\n",[1047,3353,3354,3390,3423,3427,3432,3451,3490,3526,3537,3548,3588,3592,3596,3600,3605,3624,3629,3640,3668,3706,3721,3726,3731,3736,3744,3767,3789,3808,3812,3816,3821,3832,3860,3895,3909,3913,3917,3921,3926,3950,3954,3959,3978,4000,4011,4046,4051,4071,4089,4094,4099,4105,4125,4146,4180,4185,4205,4217,4233,4253,4292,4297],{"__ignoreMap":1045},[1050,3355,3356,3358,3360,3362,3364,3366,3368,3370,3373,3375,3377,3379,3381,3383,3385,3387],{"class":1052,"line":1053},[1050,3357,1057],{"class":1056},[1050,3359,1061],{"class":1060},[1050,3361,1065],{"class":1064},[1050,3363,1068],{"class":1060},[1050,3365,1065],{"class":1064},[1050,3367,1073],{"class":1060},[1050,3369,1076],{"class":1056},[1050,3371,3372],{"class":1060}," Q",[1050,3374,1082],{"class":1064},[1050,3376,2173],{"class":1060},[1050,3378,1082],{"class":1064},[1050,3380,2559],{"class":1060},[1050,3382,1082],{"class":1064},[1050,3384,2564],{"class":1060},[1050,3386,1082],{"class":1064},[1050,3388,3389],{"class":1060}," Value\n",[1050,3391,3392,3394,3396,3398,3400,3402,3404,3406,3408,3410,3413,3415,3418,3420],{"class":1052,"line":1113},[1050,3393,1057],{"class":1056},[1050,3395,1061],{"class":1060},[1050,3397,1065],{"class":1064},[1050,3399,1068],{"class":1060},[1050,3401,1065],{"class":1064},[1050,3403,2968],{"class":1060},[1050,3405,1065],{"class":1064},[1050,3407,2973],{"class":1060},[1050,3409,1076],{"class":1056},[1050,3411,3412],{"class":1060}," Coalesce",[1050,3414,1082],{"class":1064},[1050,3416,3417],{"class":1060}," Greatest",[1050,3419,1082],{"class":1064},[1050,3421,3422],{"class":1060}," Least\n",[1050,3424,3425],{"class":1052,"line":1145},[1050,3426,1149],{"emptyLinePlaceholder":1148},[1050,3428,3429],{"class":1052,"line":1152},[1050,3430,3431],{"class":1155},"# Conditional counting\n",[1050,3433,3434,3437,3439,3441,3443,3445,3447,3449],{"class":1052,"line":1159},[1050,3435,3436],{"class":1060},"posts_with_conditional_counts ",[1050,3438,1165],{"class":1064},[1050,3440,1127],{"class":1060},[1050,3442,1065],{"class":1064},[1050,3444,1173],{"class":1172},[1050,3446,1065],{"class":1064},[1050,3448,2213],{"class":1178},[1050,3450,1271],{"class":1064},[1050,3452,3453,3456,3458,3460,3462,3464,3466,3468,3470,3473,3475,3478,3480,3483,3485,3487],{"class":1052,"line":1185},[1050,3454,3455],{"class":1218},"    approved_comments",[1050,3457,1165],{"class":1064},[1050,3459,1282],{"class":1178},[1050,3461,1215],{"class":1064},[1050,3463,1225],{"class":1224},[1050,3465,1938],{"class":1228},[1050,3467,1225],{"class":1224},[1050,3469,1082],{"class":1064},[1050,3471,3472],{"class":1218}," filter",[1050,3474,1165],{"class":1064},[1050,3476,3477],{"class":1178},"Q",[1050,3479,1215],{"class":1064},[1050,3481,3482],{"class":1218},"comments__is_approved",[1050,3484,1165],{"class":1064},[1050,3486,2003],{"class":2002},[1050,3488,3489],{"class":1064},")),\n",[1050,3491,3492,3495,3497,3499,3501,3503,3505,3507,3509,3511,3513,3515,3517,3519,3521,3524],{"class":1052,"line":1190},[1050,3493,3494],{"class":1218},"    pending_comments",[1050,3496,1165],{"class":1064},[1050,3498,1282],{"class":1178},[1050,3500,1215],{"class":1064},[1050,3502,1225],{"class":1224},[1050,3504,1938],{"class":1228},[1050,3506,1225],{"class":1224},[1050,3508,1082],{"class":1064},[1050,3510,3472],{"class":1218},[1050,3512,1165],{"class":1064},[1050,3514,3477],{"class":1178},[1050,3516,1215],{"class":1064},[1050,3518,3482],{"class":1218},[1050,3520,1165],{"class":1064},[1050,3522,3523],{"class":2002},"False",[1050,3525,3489],{"class":1064},[1050,3527,3528,3531,3533,3535],{"class":1052,"line":1196},[1050,3529,3530],{"class":1218},"    recent_comments",[1050,3532,1165],{"class":1064},[1050,3534,1282],{"class":1178},[1050,3536,1271],{"class":1064},[1050,3538,3539,3542,3544,3546],{"class":1052,"line":1241},[1050,3540,3541],{"class":1224},"        '",[1050,3543,1938],{"class":1228},[1050,3545,1225],{"class":1224},[1050,3547,2519],{"class":1064},[1050,3549,3550,3553,3555,3557,3559,3562,3564,3566,3568,3570,3572,3574,3576,3578,3580,3582,3585],{"class":1052,"line":1246},[1050,3551,3552],{"class":1218},"        filter",[1050,3554,1165],{"class":1064},[1050,3556,3477],{"class":1178},[1050,3558,1215],{"class":1064},[1050,3560,3561],{"class":1218},"comments__created_at__gte",[1050,3563,1165],{"class":1064},[1050,3565,1637],{"class":1178},[1050,3567,1065],{"class":1064},[1050,3569,1642],{"class":1178},[1050,3571,1645],{"class":1064},[1050,3573,1649],{"class":1648},[1050,3575,1652],{"class":1178},[1050,3577,1215],{"class":1064},[1050,3579,1657],{"class":1218},[1050,3581,1165],{"class":1064},[1050,3583,3584],{"class":1487},"7",[1050,3586,3587],{"class":1064},"))\n",[1050,3589,3590],{"class":1052,"line":1252},[1050,3591,2708],{"class":1064},[1050,3593,3594],{"class":1052,"line":1274},[1050,3595,1380],{"class":1064},[1050,3597,3598],{"class":1052,"line":1297},[1050,3599,1149],{"emptyLinePlaceholder":1148},[1050,3601,3602],{"class":1052,"line":1319},[1050,3603,3604],{"class":1155},"# Complex calculations\n",[1050,3606,3607,3610,3612,3614,3616,3618,3620,3622],{"class":1052,"line":1340},[1050,3608,3609],{"class":1060},"posts_with_metrics ",[1050,3611,1165],{"class":1064},[1050,3613,1127],{"class":1060},[1050,3615,1065],{"class":1064},[1050,3617,1173],{"class":1172},[1050,3619,1065],{"class":1064},[1050,3621,2213],{"class":1178},[1050,3623,1271],{"class":1064},[1050,3625,3626],{"class":1052,"line":1361},[1050,3627,3628],{"class":1155},"    # Engagement rate (comments per view)\n",[1050,3630,3631,3634,3636,3638],{"class":1052,"line":1383},[1050,3632,3633],{"class":1218},"    engagement_rate",[1050,3635,1165],{"class":1064},[1050,3637,2602],{"class":1178},[1050,3639,1271],{"class":1064},[1050,3641,3642,3644,3646,3648,3650,3652,3654,3656,3658,3661,3663,3666],{"class":1052,"line":1388},[1050,3643,2609],{"class":1178},[1050,3645,1215],{"class":1064},[1050,3647,1312],{"class":1218},[1050,3649,1165],{"class":1064},[1050,3651,2689],{"class":1487},[1050,3653,1082],{"class":1064},[1050,3655,2624],{"class":1218},[1050,3657,1165],{"class":1064},[1050,3659,3660],{"class":1178},"Value",[1050,3662,1215],{"class":1064},[1050,3664,3665],{"class":1487},"0.0",[1050,3667,3489],{"class":1064},[1050,3669,3670,3672,3674,3676,3678,3680,3682,3684,3686,3688,3691,3694,3696,3698,3700,3702,3704],{"class":1052,"line":1394},[1050,3671,2684],{"class":1218},[1050,3673,1165],{"class":1064},[1050,3675,1282],{"class":1178},[1050,3677,1215],{"class":1064},[1050,3679,1225],{"class":1224},[1050,3681,1938],{"class":1228},[1050,3683,1225],{"class":1224},[1050,3685,2413],{"class":1064},[1050,3687,2431],{"class":1648},[1050,3689,3690],{"class":1487}," 100.0",[1050,3692,3693],{"class":1648}," /",[1050,3695,2173],{"class":1178},[1050,3697,1215],{"class":1064},[1050,3699,1225],{"class":1224},[1050,3701,1312],{"class":1228},[1050,3703,1225],{"class":1224},[1050,3705,1294],{"class":1064},[1050,3707,3708,3710,3712,3714,3716,3719],{"class":1052,"line":1399},[1050,3709,2696],{"class":1218},[1050,3711,1165],{"class":1064},[1050,3713,2968],{"class":1178},[1050,3715,1065],{"class":1064},[1050,3717,3718],{"class":1178},"FloatField",[1050,3720,1182],{"class":1064},[1050,3722,3723],{"class":1052,"line":1405},[1050,3724,3725],{"class":1064},"    ),\n",[1050,3727,3728],{"class":1052,"line":1448},[1050,3729,3730],{"class":1178},"    \n",[1050,3732,3733],{"class":1052,"line":1453},[1050,3734,3735],{"class":1155},"    # Quality score (combination of metrics)\n",[1050,3737,3738,3741],{"class":1052,"line":1459},[1050,3739,3740],{"class":1218},"    quality_score",[1050,3742,3743],{"class":1064},"=(\n",[1050,3745,3746,3749,3751,3753,3755,3757,3759,3761,3764],{"class":1052,"line":1479},[1050,3747,3748],{"class":1178},"        F",[1050,3750,1215],{"class":1064},[1050,3752,1225],{"class":1224},[1050,3754,1312],{"class":1228},[1050,3756,1225],{"class":1224},[1050,3758,2413],{"class":1064},[1050,3760,2431],{"class":1648},[1050,3762,3763],{"class":1487}," 0.1",[1050,3765,3766],{"class":1648}," +\n",[1050,3768,3769,3772,3774,3776,3778,3780,3782,3784,3787],{"class":1052,"line":1491},[1050,3770,3771],{"class":1178},"        Count",[1050,3773,1215],{"class":1064},[1050,3775,1225],{"class":1224},[1050,3777,1938],{"class":1228},[1050,3779,1225],{"class":1224},[1050,3781,2413],{"class":1064},[1050,3783,2431],{"class":1648},[1050,3785,3786],{"class":1487}," 2",[1050,3788,3766],{"class":1648},[1050,3790,3791,3793,3795,3797,3799,3801,3803,3805],{"class":1052,"line":1500},[1050,3792,3771],{"class":1178},[1050,3794,1215],{"class":1064},[1050,3796,1225],{"class":1224},[1050,3798,2369],{"class":1228},[1050,3800,1225],{"class":1224},[1050,3802,2413],{"class":1064},[1050,3804,2431],{"class":1648},[1050,3806,3807],{"class":1487}," 1.5\n",[1050,3809,3810],{"class":1052,"line":1520},[1050,3811,3725],{"class":1064},[1050,3813,3814],{"class":1052,"line":1539},[1050,3815,3730],{"class":1178},[1050,3817,3818],{"class":1052,"line":1558},[1050,3819,3820],{"class":1155},"    # Days since publication\n",[1050,3822,3823,3826,3828,3830],{"class":1052,"line":1563},[1050,3824,3825],{"class":1218},"    days_since_published",[1050,3827,1165],{"class":1064},[1050,3829,2602],{"class":1178},[1050,3831,1271],{"class":1064},[1050,3833,3834,3836,3838,3841,3843,3845,3847,3849,3851,3853,3855,3858],{"class":1052,"line":1568},[1050,3835,2609],{"class":1178},[1050,3837,1215],{"class":1064},[1050,3839,3840],{"class":1218},"published_at__isnull",[1050,3842,1165],{"class":1064},[1050,3844,2003],{"class":2002},[1050,3846,1082],{"class":1064},[1050,3848,2624],{"class":1218},[1050,3850,1165],{"class":1064},[1050,3852,3660],{"class":1178},[1050,3854,1215],{"class":1064},[1050,3856,3857],{"class":2002},"None",[1050,3859,3489],{"class":1064},[1050,3861,3862,3864,3867,3869,3871,3873,3876,3878,3880,3882,3884,3886,3888,3891,3893],{"class":1052,"line":1574},[1050,3863,2684],{"class":1218},[1050,3865,3866],{"class":1064},"=(",[1050,3868,1637],{"class":1178},[1050,3870,1065],{"class":1064},[1050,3872,1642],{"class":1178},[1050,3874,3875],{"class":1064},"().",[1050,3877,3049],{"class":1178},[1050,3879,1645],{"class":1064},[1050,3881,1649],{"class":1648},[1050,3883,2173],{"class":1178},[1050,3885,1215],{"class":1064},[1050,3887,1225],{"class":1224},[1050,3889,3890],{"class":1228},"published_at__date",[1050,3892,1225],{"class":1224},[1050,3894,3489],{"class":1064},[1050,3896,3897,3899,3901,3903,3905,3907],{"class":1052,"line":1591},[1050,3898,2696],{"class":1218},[1050,3900,1165],{"class":1064},[1050,3902,2968],{"class":1178},[1050,3904,1065],{"class":1064},[1050,3906,2701],{"class":1178},[1050,3908,1182],{"class":1064},[1050,3910,3911],{"class":1052,"line":1604},[1050,3912,2708],{"class":1064},[1050,3914,3915],{"class":1052,"line":1609},[1050,3916,1380],{"class":1064},[1050,3918,3919],{"class":1052,"line":1629},[1050,3920,1149],{"emptyLinePlaceholder":1148},[1050,3922,3923],{"class":1052,"line":1667},[1050,3924,3925],{"class":1155},"# Subquery annotations\n",[1050,3927,3928,3930,3932,3934,3936,3938,3940,3942,3945,3947],{"class":1052,"line":1676},[1050,3929,1057],{"class":1056},[1050,3931,1061],{"class":1060},[1050,3933,1065],{"class":1064},[1050,3935,1068],{"class":1060},[1050,3937,1065],{"class":1064},[1050,3939,1073],{"class":1060},[1050,3941,1076],{"class":1056},[1050,3943,3944],{"class":1060}," OuterRef",[1050,3946,1082],{"class":1064},[1050,3948,3949],{"class":1060}," Subquery\n",[1050,3951,3952],{"class":1052,"line":1696},[1050,3953,1149],{"emptyLinePlaceholder":1148},[1050,3955,3956],{"class":1052,"line":1716},[1050,3957,3958],{"class":1155},"# Annotate with latest comment date\n",[1050,3960,3961,3964,3966,3968,3970,3972,3974,3976],{"class":1052,"line":1736},[1050,3962,3963],{"class":1060},"latest_comment_subquery ",[1050,3965,1165],{"class":1064},[1050,3967,2047],{"class":1060},[1050,3969,1065],{"class":1064},[1050,3971,1173],{"class":1172},[1050,3973,1065],{"class":1064},[1050,3975,1212],{"class":1178},[1050,3977,1271],{"class":1064},[1050,3979,3981,3984,3986,3989,3991,3993,3996,3998],{"class":1052,"line":3980},43,[1050,3982,3983],{"class":1218},"    post",[1050,3985,1165],{"class":1064},[1050,3987,3988],{"class":1178},"OuterRef",[1050,3990,1215],{"class":1064},[1050,3992,1225],{"class":1224},[1050,3994,3995],{"class":1228},"pk",[1050,3997,1225],{"class":1224},[1050,3999,1294],{"class":1064},[1050,4001,4003,4006,4008],{"class":1052,"line":4002},44,[1050,4004,4005],{"class":1218},"    is_approved",[1050,4007,1165],{"class":1064},[1050,4009,4010],{"class":2002},"True\n",[1050,4012,4014,4016,4018,4020,4022,4025,4027,4029,4031,4033,4035,4037,4039,4042,4044],{"class":1052,"line":4013},45,[1050,4015,1234],{"class":1064},[1050,4017,2441],{"class":1178},[1050,4019,1215],{"class":1064},[1050,4021,1225],{"class":1224},[1050,4023,4024],{"class":1228},"-created_at",[1050,4026,1225],{"class":1224},[1050,4028,1234],{"class":1064},[1050,4030,2744],{"class":1178},[1050,4032,1215],{"class":1064},[1050,4034,1225],{"class":1224},[1050,4036,2924],{"class":1228},[1050,4038,1225],{"class":1224},[1050,4040,4041],{"class":1064},")[:",[1050,4043,2677],{"class":1487},[1050,4045,1445],{"class":1064},[1050,4047,4049],{"class":1052,"line":4048},46,[1050,4050,1149],{"emptyLinePlaceholder":1148},[1050,4052,4054,4057,4059,4061,4063,4065,4067,4069],{"class":1052,"line":4053},47,[1050,4055,4056],{"class":1060},"posts_with_latest_comment ",[1050,4058,1165],{"class":1064},[1050,4060,1127],{"class":1060},[1050,4062,1065],{"class":1064},[1050,4064,1173],{"class":1172},[1050,4066,1065],{"class":1064},[1050,4068,2213],{"class":1178},[1050,4070,1271],{"class":1064},[1050,4072,4074,4077,4079,4082,4084,4087],{"class":1052,"line":4073},48,[1050,4075,4076],{"class":1218},"    latest_comment_date",[1050,4078,1165],{"class":1064},[1050,4080,4081],{"class":1178},"Subquery",[1050,4083,1215],{"class":1064},[1050,4085,4086],{"class":1178},"latest_comment_subquery",[1050,4088,1380],{"class":1064},[1050,4090,4092],{"class":1052,"line":4091},49,[1050,4093,1380],{"class":1064},[1050,4095,4097],{"class":1052,"line":4096},50,[1050,4098,1149],{"emptyLinePlaceholder":1148},[1050,4100,4102],{"class":1052,"line":4101},51,[1050,4103,4104],{"class":1155},"# Annotate with related model statistics\n",[1050,4106,4108,4111,4113,4115,4117,4119,4121,4123],{"class":1052,"line":4107},52,[1050,4109,4110],{"class":1060},"author_avg_views_subquery ",[1050,4112,1165],{"class":1064},[1050,4114,1127],{"class":1060},[1050,4116,1065],{"class":1064},[1050,4118,1173],{"class":1172},[1050,4120,1065],{"class":1064},[1050,4122,1212],{"class":1178},[1050,4124,1271],{"class":1064},[1050,4126,4128,4131,4133,4135,4137,4139,4142,4144],{"class":1052,"line":4127},53,[1050,4129,4130],{"class":1218},"    author",[1050,4132,1165],{"class":1064},[1050,4134,3988],{"class":1178},[1050,4136,1215],{"class":1064},[1050,4138,1225],{"class":1224},[1050,4140,4141],{"class":1228},"author",[1050,4143,1225],{"class":1224},[1050,4145,1380],{"class":1064},[1050,4147,4149,4151,4153,4155,4158,4160,4162,4164,4166,4168,4170,4172,4174,4176,4178],{"class":1052,"line":4148},54,[1050,4150,1234],{"class":1064},[1050,4152,1268],{"class":1178},[1050,4154,1215],{"class":1064},[1050,4156,4157],{"class":1218},"avg_views",[1050,4159,1165],{"class":1064},[1050,4161,1305],{"class":1178},[1050,4163,1215],{"class":1064},[1050,4165,1225],{"class":1224},[1050,4167,1312],{"class":1228},[1050,4169,1225],{"class":1224},[1050,4171,1435],{"class":1064},[1050,4173,1225],{"class":1224},[1050,4175,4157],{"class":1228},[1050,4177,1225],{"class":1224},[1050,4179,1445],{"class":1064},[1050,4181,4183],{"class":1052,"line":4182},55,[1050,4184,1149],{"emptyLinePlaceholder":1148},[1050,4186,4188,4191,4193,4195,4197,4199,4201,4203],{"class":1052,"line":4187},56,[1050,4189,4190],{"class":1060},"posts_with_author_avg ",[1050,4192,1165],{"class":1064},[1050,4194,1127],{"class":1060},[1050,4196,1065],{"class":1064},[1050,4198,1173],{"class":1172},[1050,4200,1065],{"class":1064},[1050,4202,2213],{"class":1178},[1050,4204,1271],{"class":1064},[1050,4206,4208,4211,4213,4215],{"class":1052,"line":4207},57,[1050,4209,4210],{"class":1218},"    author_avg_views",[1050,4212,1165],{"class":1064},[1050,4214,4081],{"class":1178},[1050,4216,1271],{"class":1064},[1050,4218,4220,4223,4225,4227,4229,4231],{"class":1052,"line":4219},58,[1050,4221,4222],{"class":1178},"        Post",[1050,4224,1065],{"class":1064},[1050,4226,1173],{"class":1172},[1050,4228,1065],{"class":1064},[1050,4230,1212],{"class":1178},[1050,4232,1271],{"class":1064},[1050,4234,4236,4239,4241,4243,4245,4247,4249,4251],{"class":1052,"line":4235},59,[1050,4237,4238],{"class":1218},"            author",[1050,4240,1165],{"class":1064},[1050,4242,3988],{"class":1178},[1050,4244,1215],{"class":1064},[1050,4246,1225],{"class":1224},[1050,4248,4141],{"class":1228},[1050,4250,1225],{"class":1224},[1050,4252,1380],{"class":1064},[1050,4254,4256,4259,4261,4263,4265,4267,4269,4271,4273,4275,4277,4280,4282,4284,4286,4288,4290],{"class":1052,"line":4255},60,[1050,4257,4258],{"class":1064},"        ).",[1050,4260,1268],{"class":1178},[1050,4262,1215],{"class":1064},[1050,4264,4157],{"class":1218},[1050,4266,1165],{"class":1064},[1050,4268,1305],{"class":1178},[1050,4270,1215],{"class":1064},[1050,4272,1225],{"class":1224},[1050,4274,1312],{"class":1228},[1050,4276,1225],{"class":1224},[1050,4278,4279],{"class":1064},")).",[1050,4281,2744],{"class":1178},[1050,4283,1215],{"class":1064},[1050,4285,1225],{"class":1224},[1050,4287,4157],{"class":1228},[1050,4289,1225],{"class":1224},[1050,4291,1380],{"class":1064},[1050,4293,4295],{"class":1052,"line":4294},61,[1050,4296,2708],{"class":1064},[1050,4298,4300],{"class":1052,"line":4299},62,[1050,4301,1380],{"class":1064},[1030,4303,4305],{"id":4304},"time-based-aggregations","Time-Based Aggregations",[1035,4307,4309],{"id":4308},"date-and-time-grouping","Date and Time Grouping",[1040,4311,4313],{"className":1042,"code":4312,"language":1044,"meta":1045,"style":1045},"from django.db.models.functions import (\n    Extract, TruncDate, TruncWeek, TruncMonth, TruncQuarter, TruncYear\n)\n\n# Group by year\nyearly_stats = Post.objects.annotate(\n    year=TruncYear('created_at')\n).values('year').annotate(\n    post_count=Count('id'),\n    avg_views=Avg('view_count'),\n    total_views=Sum('view_count')\n).order_by('year')\n\n# Group by quarter\nquarterly_stats = Post.objects.annotate(\n    quarter=TruncQuarter('created_at')\n).values('quarter').annotate(\n    post_count=Count('id'),\n    avg_views=Avg('view_count')\n).order_by('quarter')\n\n# Group by week\nweekly_stats = Post.objects.annotate(\n    week=TruncWeek('created_at')\n).values('week').annotate(\n    post_count=Count('id')\n).order_by('week')\n\n# Extract specific date parts\nposts_by_weekday = Post.objects.annotate(\n    weekday=Extract('created_at', 'week_day')\n).values('weekday').annotate(\n    count=Count('id')\n).order_by('weekday')\n\nposts_by_hour = Post.objects.annotate(\n    hour=Extract('created_at', 'hour')\n).values('hour').annotate(\n    count=Count('id')\n).order_by('hour')\n\n# Time-based filtering with aggregation\ndef get_monthly_stats(year=None):\n    \"\"\"Get monthly post statistics for a specific year\"\"\"\n    queryset = Post.objects.all()\n    \n    if year:\n        queryset = queryset.filter(created_at__year=year)\n    \n    return queryset.annotate(\n        month=TruncMonth('created_at')\n    ).values('month').annotate(\n        post_count=Count('id'),\n        avg_views=Avg('view_count'),\n        total_views=Sum('view_count'),\n        unique_authors=Count('author', distinct=True)\n    ).order_by('month')\n\n# Usage\nstats_2023 = get_monthly_stats(2023)\nall_time_monthly = get_monthly_stats()\n",[1047,4314,4315,4338,4365,4369,4373,4378,4397,4417,4438,4456,4474,4492,4508,4512,4517,4536,4556,4577,4595,4613,4629,4633,4638,4657,4677,4698,4716,4732,4736,4741,4760,4789,4810,4828,4844,4848,4867,4895,4915,4933,4949,4953,4958,4979,4992,5012,5016,5026,5051,5055,5068,5087,5108,5127,5146,5165,5192,5208,5212,5217,5233],{"__ignoreMap":1045},[1050,4316,4317,4319,4321,4323,4325,4327,4329,4331,4333,4335],{"class":1052,"line":1053},[1050,4318,1057],{"class":1056},[1050,4320,1061],{"class":1060},[1050,4322,1065],{"class":1064},[1050,4324,1068],{"class":1060},[1050,4326,1065],{"class":1064},[1050,4328,2968],{"class":1060},[1050,4330,1065],{"class":1064},[1050,4332,2973],{"class":1060},[1050,4334,1076],{"class":1056},[1050,4336,4337],{"class":1064}," (\n",[1050,4339,4340,4343,4345,4347,4349,4352,4354,4356,4358,4361,4363],{"class":1052,"line":1113},[1050,4341,4342],{"class":1060},"    Extract",[1050,4344,1082],{"class":1064},[1050,4346,2978],{"class":1060},[1050,4348,1082],{"class":1064},[1050,4350,4351],{"class":1060}," TruncWeek",[1050,4353,1082],{"class":1064},[1050,4355,2983],{"class":1060},[1050,4357,1082],{"class":1064},[1050,4359,4360],{"class":1060}," TruncQuarter",[1050,4362,1082],{"class":1064},[1050,4364,2988],{"class":1060},[1050,4366,4367],{"class":1052,"line":1145},[1050,4368,1380],{"class":1064},[1050,4370,4371],{"class":1052,"line":1152},[1050,4372,1149],{"emptyLinePlaceholder":1148},[1050,4374,4375],{"class":1052,"line":1159},[1050,4376,4377],{"class":1155},"# Group by year\n",[1050,4379,4380,4383,4385,4387,4389,4391,4393,4395],{"class":1052,"line":1185},[1050,4381,4382],{"class":1060},"yearly_stats ",[1050,4384,1165],{"class":1064},[1050,4386,1127],{"class":1060},[1050,4388,1065],{"class":1064},[1050,4390,1173],{"class":1172},[1050,4392,1065],{"class":1064},[1050,4394,2213],{"class":1178},[1050,4396,1271],{"class":1064},[1050,4398,4399,4402,4404,4407,4409,4411,4413,4415],{"class":1052,"line":1190},[1050,4400,4401],{"class":1218},"    year",[1050,4403,1165],{"class":1064},[1050,4405,4406],{"class":1178},"TruncYear",[1050,4408,1215],{"class":1064},[1050,4410,1225],{"class":1224},[1050,4412,2924],{"class":1228},[1050,4414,1225],{"class":1224},[1050,4416,1380],{"class":1064},[1050,4418,4419,4421,4423,4425,4427,4430,4432,4434,4436],{"class":1052,"line":1196},[1050,4420,1234],{"class":1064},[1050,4422,2744],{"class":1178},[1050,4424,1215],{"class":1064},[1050,4426,1225],{"class":1224},[1050,4428,4429],{"class":1228},"year",[1050,4431,1225],{"class":1224},[1050,4433,1234],{"class":1064},[1050,4435,2213],{"class":1178},[1050,4437,1271],{"class":1064},[1050,4439,4440,4442,4444,4446,4448,4450,4452,4454],{"class":1052,"line":1241},[1050,4441,2764],{"class":1218},[1050,4443,1165],{"class":1064},[1050,4445,1282],{"class":1178},[1050,4447,1215],{"class":1064},[1050,4449,1225],{"class":1224},[1050,4451,1289],{"class":1228},[1050,4453,1225],{"class":1224},[1050,4455,1294],{"class":1064},[1050,4457,4458,4460,4462,4464,4466,4468,4470,4472],{"class":1052,"line":1246},[1050,4459,1300],{"class":1218},[1050,4461,1165],{"class":1064},[1050,4463,1305],{"class":1178},[1050,4465,1215],{"class":1064},[1050,4467,1225],{"class":1224},[1050,4469,1312],{"class":1228},[1050,4471,1225],{"class":1224},[1050,4473,1294],{"class":1064},[1050,4475,4476,4478,4480,4482,4484,4486,4488,4490],{"class":1052,"line":1252},[1050,4477,1364],{"class":1218},[1050,4479,1165],{"class":1064},[1050,4481,1369],{"class":1178},[1050,4483,1215],{"class":1064},[1050,4485,1225],{"class":1224},[1050,4487,1312],{"class":1228},[1050,4489,1225],{"class":1224},[1050,4491,1380],{"class":1064},[1050,4493,4494,4496,4498,4500,4502,4504,4506],{"class":1052,"line":1274},[1050,4495,1234],{"class":1064},[1050,4497,2441],{"class":1178},[1050,4499,1215],{"class":1064},[1050,4501,1225],{"class":1224},[1050,4503,4429],{"class":1228},[1050,4505,1225],{"class":1224},[1050,4507,1380],{"class":1064},[1050,4509,4510],{"class":1052,"line":1297},[1050,4511,1149],{"emptyLinePlaceholder":1148},[1050,4513,4514],{"class":1052,"line":1319},[1050,4515,4516],{"class":1155},"# Group by quarter\n",[1050,4518,4519,4522,4524,4526,4528,4530,4532,4534],{"class":1052,"line":1340},[1050,4520,4521],{"class":1060},"quarterly_stats ",[1050,4523,1165],{"class":1064},[1050,4525,1127],{"class":1060},[1050,4527,1065],{"class":1064},[1050,4529,1173],{"class":1172},[1050,4531,1065],{"class":1064},[1050,4533,2213],{"class":1178},[1050,4535,1271],{"class":1064},[1050,4537,4538,4541,4543,4546,4548,4550,4552,4554],{"class":1052,"line":1361},[1050,4539,4540],{"class":1218},"    quarter",[1050,4542,1165],{"class":1064},[1050,4544,4545],{"class":1178},"TruncQuarter",[1050,4547,1215],{"class":1064},[1050,4549,1225],{"class":1224},[1050,4551,2924],{"class":1228},[1050,4553,1225],{"class":1224},[1050,4555,1380],{"class":1064},[1050,4557,4558,4560,4562,4564,4566,4569,4571,4573,4575],{"class":1052,"line":1383},[1050,4559,1234],{"class":1064},[1050,4561,2744],{"class":1178},[1050,4563,1215],{"class":1064},[1050,4565,1225],{"class":1224},[1050,4567,4568],{"class":1228},"quarter",[1050,4570,1225],{"class":1224},[1050,4572,1234],{"class":1064},[1050,4574,2213],{"class":1178},[1050,4576,1271],{"class":1064},[1050,4578,4579,4581,4583,4585,4587,4589,4591,4593],{"class":1052,"line":1388},[1050,4580,2764],{"class":1218},[1050,4582,1165],{"class":1064},[1050,4584,1282],{"class":1178},[1050,4586,1215],{"class":1064},[1050,4588,1225],{"class":1224},[1050,4590,1289],{"class":1228},[1050,4592,1225],{"class":1224},[1050,4594,1294],{"class":1064},[1050,4596,4597,4599,4601,4603,4605,4607,4609,4611],{"class":1052,"line":1394},[1050,4598,1300],{"class":1218},[1050,4600,1165],{"class":1064},[1050,4602,1305],{"class":1178},[1050,4604,1215],{"class":1064},[1050,4606,1225],{"class":1224},[1050,4608,1312],{"class":1228},[1050,4610,1225],{"class":1224},[1050,4612,1380],{"class":1064},[1050,4614,4615,4617,4619,4621,4623,4625,4627],{"class":1052,"line":1399},[1050,4616,1234],{"class":1064},[1050,4618,2441],{"class":1178},[1050,4620,1215],{"class":1064},[1050,4622,1225],{"class":1224},[1050,4624,4568],{"class":1228},[1050,4626,1225],{"class":1224},[1050,4628,1380],{"class":1064},[1050,4630,4631],{"class":1052,"line":1405},[1050,4632,1149],{"emptyLinePlaceholder":1148},[1050,4634,4635],{"class":1052,"line":1448},[1050,4636,4637],{"class":1155},"# Group by week\n",[1050,4639,4640,4643,4645,4647,4649,4651,4653,4655],{"class":1052,"line":1453},[1050,4641,4642],{"class":1060},"weekly_stats ",[1050,4644,1165],{"class":1064},[1050,4646,1127],{"class":1060},[1050,4648,1065],{"class":1064},[1050,4650,1173],{"class":1172},[1050,4652,1065],{"class":1064},[1050,4654,2213],{"class":1178},[1050,4656,1271],{"class":1064},[1050,4658,4659,4662,4664,4667,4669,4671,4673,4675],{"class":1052,"line":1459},[1050,4660,4661],{"class":1218},"    week",[1050,4663,1165],{"class":1064},[1050,4665,4666],{"class":1178},"TruncWeek",[1050,4668,1215],{"class":1064},[1050,4670,1225],{"class":1224},[1050,4672,2924],{"class":1228},[1050,4674,1225],{"class":1224},[1050,4676,1380],{"class":1064},[1050,4678,4679,4681,4683,4685,4687,4690,4692,4694,4696],{"class":1052,"line":1479},[1050,4680,1234],{"class":1064},[1050,4682,2744],{"class":1178},[1050,4684,1215],{"class":1064},[1050,4686,1225],{"class":1224},[1050,4688,4689],{"class":1228},"week",[1050,4691,1225],{"class":1224},[1050,4693,1234],{"class":1064},[1050,4695,2213],{"class":1178},[1050,4697,1271],{"class":1064},[1050,4699,4700,4702,4704,4706,4708,4710,4712,4714],{"class":1052,"line":1491},[1050,4701,2764],{"class":1218},[1050,4703,1165],{"class":1064},[1050,4705,1282],{"class":1178},[1050,4707,1215],{"class":1064},[1050,4709,1225],{"class":1224},[1050,4711,1289],{"class":1228},[1050,4713,1225],{"class":1224},[1050,4715,1380],{"class":1064},[1050,4717,4718,4720,4722,4724,4726,4728,4730],{"class":1052,"line":1500},[1050,4719,1234],{"class":1064},[1050,4721,2441],{"class":1178},[1050,4723,1215],{"class":1064},[1050,4725,1225],{"class":1224},[1050,4727,4689],{"class":1228},[1050,4729,1225],{"class":1224},[1050,4731,1380],{"class":1064},[1050,4733,4734],{"class":1052,"line":1520},[1050,4735,1149],{"emptyLinePlaceholder":1148},[1050,4737,4738],{"class":1052,"line":1539},[1050,4739,4740],{"class":1155},"# Extract specific date parts\n",[1050,4742,4743,4746,4748,4750,4752,4754,4756,4758],{"class":1052,"line":1558},[1050,4744,4745],{"class":1060},"posts_by_weekday ",[1050,4747,1165],{"class":1064},[1050,4749,1127],{"class":1060},[1050,4751,1065],{"class":1064},[1050,4753,1173],{"class":1172},[1050,4755,1065],{"class":1064},[1050,4757,2213],{"class":1178},[1050,4759,1271],{"class":1064},[1050,4761,4762,4765,4767,4770,4772,4774,4776,4778,4780,4782,4785,4787],{"class":1052,"line":1563},[1050,4763,4764],{"class":1218},"    weekday",[1050,4766,1165],{"class":1064},[1050,4768,4769],{"class":1178},"Extract",[1050,4771,1215],{"class":1064},[1050,4773,1225],{"class":1224},[1050,4775,2924],{"class":1228},[1050,4777,1225],{"class":1224},[1050,4779,1082],{"class":1064},[1050,4781,3272],{"class":1224},[1050,4783,4784],{"class":1228},"week_day",[1050,4786,1225],{"class":1224},[1050,4788,1380],{"class":1064},[1050,4790,4791,4793,4795,4797,4799,4802,4804,4806,4808],{"class":1052,"line":1568},[1050,4792,1234],{"class":1064},[1050,4794,2744],{"class":1178},[1050,4796,1215],{"class":1064},[1050,4798,1225],{"class":1224},[1050,4800,4801],{"class":1228},"weekday",[1050,4803,1225],{"class":1224},[1050,4805,1234],{"class":1064},[1050,4807,2213],{"class":1178},[1050,4809,1271],{"class":1064},[1050,4811,4812,4814,4816,4818,4820,4822,4824,4826],{"class":1052,"line":1574},[1050,4813,1503],{"class":1218},[1050,4815,1165],{"class":1064},[1050,4817,1282],{"class":1178},[1050,4819,1215],{"class":1064},[1050,4821,1225],{"class":1224},[1050,4823,1289],{"class":1228},[1050,4825,1225],{"class":1224},[1050,4827,1380],{"class":1064},[1050,4829,4830,4832,4834,4836,4838,4840,4842],{"class":1052,"line":1591},[1050,4831,1234],{"class":1064},[1050,4833,2441],{"class":1178},[1050,4835,1215],{"class":1064},[1050,4837,1225],{"class":1224},[1050,4839,4801],{"class":1228},[1050,4841,1225],{"class":1224},[1050,4843,1380],{"class":1064},[1050,4845,4846],{"class":1052,"line":1604},[1050,4847,1149],{"emptyLinePlaceholder":1148},[1050,4849,4850,4853,4855,4857,4859,4861,4863,4865],{"class":1052,"line":1609},[1050,4851,4852],{"class":1060},"posts_by_hour ",[1050,4854,1165],{"class":1064},[1050,4856,1127],{"class":1060},[1050,4858,1065],{"class":1064},[1050,4860,1173],{"class":1172},[1050,4862,1065],{"class":1064},[1050,4864,2213],{"class":1178},[1050,4866,1271],{"class":1064},[1050,4868,4869,4872,4874,4876,4878,4880,4882,4884,4886,4888,4891,4893],{"class":1052,"line":1629},[1050,4870,4871],{"class":1218},"    hour",[1050,4873,1165],{"class":1064},[1050,4875,4769],{"class":1178},[1050,4877,1215],{"class":1064},[1050,4879,1225],{"class":1224},[1050,4881,2924],{"class":1228},[1050,4883,1225],{"class":1224},[1050,4885,1082],{"class":1064},[1050,4887,3272],{"class":1224},[1050,4889,4890],{"class":1228},"hour",[1050,4892,1225],{"class":1224},[1050,4894,1380],{"class":1064},[1050,4896,4897,4899,4901,4903,4905,4907,4909,4911,4913],{"class":1052,"line":1667},[1050,4898,1234],{"class":1064},[1050,4900,2744],{"class":1178},[1050,4902,1215],{"class":1064},[1050,4904,1225],{"class":1224},[1050,4906,4890],{"class":1228},[1050,4908,1225],{"class":1224},[1050,4910,1234],{"class":1064},[1050,4912,2213],{"class":1178},[1050,4914,1271],{"class":1064},[1050,4916,4917,4919,4921,4923,4925,4927,4929,4931],{"class":1052,"line":1676},[1050,4918,1503],{"class":1218},[1050,4920,1165],{"class":1064},[1050,4922,1282],{"class":1178},[1050,4924,1215],{"class":1064},[1050,4926,1225],{"class":1224},[1050,4928,1289],{"class":1228},[1050,4930,1225],{"class":1224},[1050,4932,1380],{"class":1064},[1050,4934,4935,4937,4939,4941,4943,4945,4947],{"class":1052,"line":1696},[1050,4936,1234],{"class":1064},[1050,4938,2441],{"class":1178},[1050,4940,1215],{"class":1064},[1050,4942,1225],{"class":1224},[1050,4944,4890],{"class":1228},[1050,4946,1225],{"class":1224},[1050,4948,1380],{"class":1064},[1050,4950,4951],{"class":1052,"line":1716},[1050,4952,1149],{"emptyLinePlaceholder":1148},[1050,4954,4955],{"class":1052,"line":1736},[1050,4956,4957],{"class":1155},"# Time-based filtering with aggregation\n",[1050,4959,4960,4963,4967,4969,4972,4974,4976],{"class":1052,"line":3980},[1050,4961,4962],{"class":2270},"def",[1050,4964,4966],{"class":4965},"sljsM"," get_monthly_stats",[1050,4968,1215],{"class":1064},[1050,4970,4429],{"class":4971},"sCyAa",[1050,4973,1165],{"class":1648},[1050,4975,3857],{"class":2002},[1050,4977,4978],{"class":1064},"):\n",[1050,4980,4981,4985,4989],{"class":1052,"line":4002},[1050,4982,4984],{"class":4983},"sm7ve","    \"\"\"",[1050,4986,4988],{"class":4987},"sVyVU","Get monthly post statistics for a specific year",[1050,4990,4991],{"class":4983},"\"\"\"\n",[1050,4993,4994,4997,4999,5001,5003,5005,5007,5010],{"class":1052,"line":4013},[1050,4995,4996],{"class":1060},"    queryset ",[1050,4998,1165],{"class":1064},[1050,5000,1127],{"class":1060},[1050,5002,1065],{"class":1064},[1050,5004,1173],{"class":1172},[1050,5006,1065],{"class":1064},[1050,5008,5009],{"class":1178},"all",[1050,5011,1182],{"class":1064},[1050,5013,5014],{"class":1052,"line":4048},[1050,5015,3730],{"class":1060},[1050,5017,5018,5021,5024],{"class":1052,"line":4053},[1050,5019,5020],{"class":1056},"    if",[1050,5022,5023],{"class":1060}," year",[1050,5025,2259],{"class":1064},[1050,5027,5028,5031,5033,5036,5038,5040,5042,5045,5047,5049],{"class":1052,"line":4073},[1050,5029,5030],{"class":1060},"        queryset ",[1050,5032,1165],{"class":1064},[1050,5034,5035],{"class":1060}," queryset",[1050,5037,1065],{"class":1064},[1050,5039,1212],{"class":1178},[1050,5041,1215],{"class":1064},[1050,5043,5044],{"class":1218},"created_at__year",[1050,5046,1165],{"class":1064},[1050,5048,4429],{"class":1178},[1050,5050,1380],{"class":1064},[1050,5052,5053],{"class":1052,"line":4091},[1050,5054,3730],{"class":1060},[1050,5056,5057,5060,5062,5064,5066],{"class":1052,"line":4096},[1050,5058,5059],{"class":1056},"    return",[1050,5061,5035],{"class":1060},[1050,5063,1065],{"class":1064},[1050,5065,2213],{"class":1178},[1050,5067,1271],{"class":1064},[1050,5069,5070,5073,5075,5077,5079,5081,5083,5085],{"class":1052,"line":4101},[1050,5071,5072],{"class":1218},"        month",[1050,5074,1165],{"class":1064},[1050,5076,3129],{"class":1178},[1050,5078,1215],{"class":1064},[1050,5080,1225],{"class":1224},[1050,5082,2924],{"class":1228},[1050,5084,1225],{"class":1224},[1050,5086,1380],{"class":1064},[1050,5088,5089,5092,5094,5096,5098,5100,5102,5104,5106],{"class":1052,"line":4107},[1050,5090,5091],{"class":1064},"    ).",[1050,5093,2744],{"class":1178},[1050,5095,1215],{"class":1064},[1050,5097,1225],{"class":1224},[1050,5099,3152],{"class":1228},[1050,5101,1225],{"class":1224},[1050,5103,1234],{"class":1064},[1050,5105,2213],{"class":1178},[1050,5107,1271],{"class":1064},[1050,5109,5110,5113,5115,5117,5119,5121,5123,5125],{"class":1052,"line":4127},[1050,5111,5112],{"class":1218},"        post_count",[1050,5114,1165],{"class":1064},[1050,5116,1282],{"class":1178},[1050,5118,1215],{"class":1064},[1050,5120,1225],{"class":1224},[1050,5122,1289],{"class":1228},[1050,5124,1225],{"class":1224},[1050,5126,1294],{"class":1064},[1050,5128,5129,5132,5134,5136,5138,5140,5142,5144],{"class":1052,"line":4148},[1050,5130,5131],{"class":1218},"        avg_views",[1050,5133,1165],{"class":1064},[1050,5135,1305],{"class":1178},[1050,5137,1215],{"class":1064},[1050,5139,1225],{"class":1224},[1050,5141,1312],{"class":1228},[1050,5143,1225],{"class":1224},[1050,5145,1294],{"class":1064},[1050,5147,5148,5151,5153,5155,5157,5159,5161,5163],{"class":1052,"line":4182},[1050,5149,5150],{"class":1218},"        total_views",[1050,5152,1165],{"class":1064},[1050,5154,1369],{"class":1178},[1050,5156,1215],{"class":1064},[1050,5158,1225],{"class":1224},[1050,5160,1312],{"class":1228},[1050,5162,1225],{"class":1224},[1050,5164,1294],{"class":1064},[1050,5166,5167,5170,5172,5174,5176,5178,5180,5182,5184,5186,5188,5190],{"class":1052,"line":4187},[1050,5168,5169],{"class":1218},"        unique_authors",[1050,5171,1165],{"class":1064},[1050,5173,1282],{"class":1178},[1050,5175,1215],{"class":1064},[1050,5177,1225],{"class":1224},[1050,5179,4141],{"class":1228},[1050,5181,1225],{"class":1224},[1050,5183,1082],{"class":1064},[1050,5185,1997],{"class":1218},[1050,5187,1165],{"class":1064},[1050,5189,2003],{"class":2002},[1050,5191,1380],{"class":1064},[1050,5193,5194,5196,5198,5200,5202,5204,5206],{"class":1052,"line":4207},[1050,5195,5091],{"class":1064},[1050,5197,2441],{"class":1178},[1050,5199,1215],{"class":1064},[1050,5201,1225],{"class":1224},[1050,5203,3152],{"class":1228},[1050,5205,1225],{"class":1224},[1050,5207,1380],{"class":1064},[1050,5209,5210],{"class":1052,"line":4219},[1050,5211,1149],{"emptyLinePlaceholder":1148},[1050,5213,5214],{"class":1052,"line":4235},[1050,5215,5216],{"class":1155},"# Usage\n",[1050,5218,5219,5222,5224,5226,5228,5231],{"class":1052,"line":4255},[1050,5220,5221],{"class":1060},"stats_2023 ",[1050,5223,1165],{"class":1064},[1050,5225,4966],{"class":1178},[1050,5227,1215],{"class":1064},[1050,5229,5230],{"class":1487},"2023",[1050,5232,1380],{"class":1064},[1050,5234,5235,5238,5240,5242],{"class":1052,"line":4294},[1050,5236,5237],{"class":1060},"all_time_monthly ",[1050,5239,1165],{"class":1064},[1050,5241,4966],{"class":1178},[1050,5243,1182],{"class":1064},[1035,5245,5247],{"id":5246},"rolling-aggregations","Rolling Aggregations",[1040,5249,5251],{"className":1042,"code":5250,"language":1044,"meta":1045,"style":1045},"from django.db.models import Window\nfrom django.db.models.functions import RowNumber, Rank, DenseRank\n\n# Rolling averages (requires window functions - PostgreSQL)\ndef get_posts_with_rolling_avg():\n    \"\"\"Get posts with 30-day rolling average views\"\"\"\n    return Post.objects.annotate(\n        rolling_avg_views=Window(\n            expression=Avg('view_count'),\n            partition_by=[TruncMonth('created_at')],\n            order_by='created_at'\n        )\n    ).order_by('created_at')\n\n# Ranking posts by views within categories\nposts_with_rank = Post.objects.annotate(\n    view_rank=Window(\n        expression=Rank(),\n        partition_by=['category'],\n        order_by=F('view_count').desc()\n    )\n).order_by('category', 'view_rank')\n\n# Running totals\nposts_with_running_total = Post.objects.annotate(\n    running_total_views=Window(\n        expression=Sum('view_count'),\n        order_by='created_at'\n    )\n).order_by('created_at')\n",[1047,5252,5253,5272,5305,5309,5314,5324,5333,5349,5361,5380,5401,5414,5419,5435,5439,5444,5463,5474,5487,5504,5528,5532,5557,5561,5566,5585,5596,5614,5626,5630],{"__ignoreMap":1045},[1050,5254,5255,5257,5259,5261,5263,5265,5267,5269],{"class":1052,"line":1053},[1050,5256,1057],{"class":1056},[1050,5258,1061],{"class":1060},[1050,5260,1065],{"class":1064},[1050,5262,1068],{"class":1060},[1050,5264,1065],{"class":1064},[1050,5266,1073],{"class":1060},[1050,5268,1076],{"class":1056},[1050,5270,5271],{"class":1060}," Window\n",[1050,5273,5274,5276,5278,5280,5282,5284,5286,5288,5290,5292,5295,5297,5300,5302],{"class":1052,"line":1113},[1050,5275,1057],{"class":1056},[1050,5277,1061],{"class":1060},[1050,5279,1065],{"class":1064},[1050,5281,1068],{"class":1060},[1050,5283,1065],{"class":1064},[1050,5285,2968],{"class":1060},[1050,5287,1065],{"class":1064},[1050,5289,2973],{"class":1060},[1050,5291,1076],{"class":1056},[1050,5293,5294],{"class":1060}," RowNumber",[1050,5296,1082],{"class":1064},[1050,5298,5299],{"class":1060}," Rank",[1050,5301,1082],{"class":1064},[1050,5303,5304],{"class":1060}," DenseRank\n",[1050,5306,5307],{"class":1052,"line":1145},[1050,5308,1149],{"emptyLinePlaceholder":1148},[1050,5310,5311],{"class":1052,"line":1152},[1050,5312,5313],{"class":1155},"# Rolling averages (requires window functions - PostgreSQL)\n",[1050,5315,5316,5318,5321],{"class":1052,"line":1159},[1050,5317,4962],{"class":2270},[1050,5319,5320],{"class":4965}," get_posts_with_rolling_avg",[1050,5322,5323],{"class":1064},"():\n",[1050,5325,5326,5328,5331],{"class":1052,"line":1185},[1050,5327,4984],{"class":4983},[1050,5329,5330],{"class":4987},"Get posts with 30-day rolling average views",[1050,5332,4991],{"class":4983},[1050,5334,5335,5337,5339,5341,5343,5345,5347],{"class":1052,"line":1190},[1050,5336,5059],{"class":1056},[1050,5338,1127],{"class":1060},[1050,5340,1065],{"class":1064},[1050,5342,1173],{"class":1172},[1050,5344,1065],{"class":1064},[1050,5346,2213],{"class":1178},[1050,5348,1271],{"class":1064},[1050,5350,5351,5354,5356,5359],{"class":1052,"line":1196},[1050,5352,5353],{"class":1218},"        rolling_avg_views",[1050,5355,1165],{"class":1064},[1050,5357,5358],{"class":1178},"Window",[1050,5360,1271],{"class":1064},[1050,5362,5363,5366,5368,5370,5372,5374,5376,5378],{"class":1052,"line":1241},[1050,5364,5365],{"class":1218},"            expression",[1050,5367,1165],{"class":1064},[1050,5369,1305],{"class":1178},[1050,5371,1215],{"class":1064},[1050,5373,1225],{"class":1224},[1050,5375,1312],{"class":1228},[1050,5377,1225],{"class":1224},[1050,5379,1294],{"class":1064},[1050,5381,5382,5385,5388,5390,5392,5394,5396,5398],{"class":1052,"line":1246},[1050,5383,5384],{"class":1218},"            partition_by",[1050,5386,5387],{"class":1064},"=[",[1050,5389,3129],{"class":1178},[1050,5391,1215],{"class":1064},[1050,5393,1225],{"class":1224},[1050,5395,2924],{"class":1228},[1050,5397,1225],{"class":1224},[1050,5399,5400],{"class":1064},")],\n",[1050,5402,5403,5406,5408,5410,5412],{"class":1052,"line":1252},[1050,5404,5405],{"class":1218},"            order_by",[1050,5407,1165],{"class":1064},[1050,5409,1225],{"class":1224},[1050,5411,2924],{"class":1228},[1050,5413,1876],{"class":1224},[1050,5415,5416],{"class":1052,"line":1274},[1050,5417,5418],{"class":1064},"        )\n",[1050,5420,5421,5423,5425,5427,5429,5431,5433],{"class":1052,"line":1297},[1050,5422,5091],{"class":1064},[1050,5424,2441],{"class":1178},[1050,5426,1215],{"class":1064},[1050,5428,1225],{"class":1224},[1050,5430,2924],{"class":1228},[1050,5432,1225],{"class":1224},[1050,5434,1380],{"class":1064},[1050,5436,5437],{"class":1052,"line":1319},[1050,5438,1149],{"emptyLinePlaceholder":1148},[1050,5440,5441],{"class":1052,"line":1340},[1050,5442,5443],{"class":1155},"# Ranking posts by views within categories\n",[1050,5445,5446,5449,5451,5453,5455,5457,5459,5461],{"class":1052,"line":1361},[1050,5447,5448],{"class":1060},"posts_with_rank ",[1050,5450,1165],{"class":1064},[1050,5452,1127],{"class":1060},[1050,5454,1065],{"class":1064},[1050,5456,1173],{"class":1172},[1050,5458,1065],{"class":1064},[1050,5460,2213],{"class":1178},[1050,5462,1271],{"class":1064},[1050,5464,5465,5468,5470,5472],{"class":1052,"line":1383},[1050,5466,5467],{"class":1218},"    view_rank",[1050,5469,1165],{"class":1064},[1050,5471,5358],{"class":1178},[1050,5473,1271],{"class":1064},[1050,5475,5476,5479,5481,5484],{"class":1052,"line":1388},[1050,5477,5478],{"class":1218},"        expression",[1050,5480,1165],{"class":1064},[1050,5482,5483],{"class":1178},"Rank",[1050,5485,5486],{"class":1064},"(),\n",[1050,5488,5489,5492,5494,5496,5499,5501],{"class":1052,"line":1394},[1050,5490,5491],{"class":1218},"        partition_by",[1050,5493,5387],{"class":1064},[1050,5495,1225],{"class":1224},[1050,5497,5498],{"class":1228},"category",[1050,5500,1225],{"class":1224},[1050,5502,5503],{"class":1064},"],\n",[1050,5505,5506,5509,5511,5513,5515,5517,5519,5521,5523,5526],{"class":1052,"line":1399},[1050,5507,5508],{"class":1218},"        order_by",[1050,5510,1165],{"class":1064},[1050,5512,2402],{"class":1178},[1050,5514,1215],{"class":1064},[1050,5516,1225],{"class":1224},[1050,5518,1312],{"class":1228},[1050,5520,1225],{"class":1224},[1050,5522,1234],{"class":1064},[1050,5524,5525],{"class":1178},"desc",[1050,5527,1182],{"class":1064},[1050,5529,5530],{"class":1052,"line":1405},[1050,5531,2708],{"class":1064},[1050,5533,5534,5536,5538,5540,5542,5544,5546,5548,5550,5553,5555],{"class":1052,"line":1448},[1050,5535,1234],{"class":1064},[1050,5537,2441],{"class":1178},[1050,5539,1215],{"class":1064},[1050,5541,1225],{"class":1224},[1050,5543,5498],{"class":1228},[1050,5545,1225],{"class":1224},[1050,5547,1082],{"class":1064},[1050,5549,3272],{"class":1224},[1050,5551,5552],{"class":1228},"view_rank",[1050,5554,1225],{"class":1224},[1050,5556,1380],{"class":1064},[1050,5558,5559],{"class":1052,"line":1453},[1050,5560,1149],{"emptyLinePlaceholder":1148},[1050,5562,5563],{"class":1052,"line":1459},[1050,5564,5565],{"class":1155},"# Running totals\n",[1050,5567,5568,5571,5573,5575,5577,5579,5581,5583],{"class":1052,"line":1479},[1050,5569,5570],{"class":1060},"posts_with_running_total ",[1050,5572,1165],{"class":1064},[1050,5574,1127],{"class":1060},[1050,5576,1065],{"class":1064},[1050,5578,1173],{"class":1172},[1050,5580,1065],{"class":1064},[1050,5582,2213],{"class":1178},[1050,5584,1271],{"class":1064},[1050,5586,5587,5590,5592,5594],{"class":1052,"line":1491},[1050,5588,5589],{"class":1218},"    running_total_views",[1050,5591,1165],{"class":1064},[1050,5593,5358],{"class":1178},[1050,5595,1271],{"class":1064},[1050,5597,5598,5600,5602,5604,5606,5608,5610,5612],{"class":1052,"line":1500},[1050,5599,5478],{"class":1218},[1050,5601,1165],{"class":1064},[1050,5603,1369],{"class":1178},[1050,5605,1215],{"class":1064},[1050,5607,1225],{"class":1224},[1050,5609,1312],{"class":1228},[1050,5611,1225],{"class":1224},[1050,5613,1294],{"class":1064},[1050,5615,5616,5618,5620,5622,5624],{"class":1052,"line":1520},[1050,5617,5508],{"class":1218},[1050,5619,1165],{"class":1064},[1050,5621,1225],{"class":1224},[1050,5623,2924],{"class":1228},[1050,5625,1876],{"class":1224},[1050,5627,5628],{"class":1052,"line":1539},[1050,5629,2708],{"class":1064},[1050,5631,5632,5634,5636,5638,5640,5642,5644],{"class":1052,"line":1558},[1050,5633,1234],{"class":1064},[1050,5635,2441],{"class":1178},[1050,5637,1215],{"class":1064},[1050,5639,1225],{"class":1224},[1050,5641,2924],{"class":1228},[1050,5643,1225],{"class":1224},[1050,5645,1380],{"class":1064},[1030,5647,5649],{"id":5648},"complex-aggregation-scenarios","Complex Aggregation Scenarios",[1035,5651,5653],{"id":5652},"multi-level-aggregations","Multi-Level Aggregations",[1040,5655,5657],{"className":1042,"code":5656,"language":1044,"meta":1045,"style":1045},"# Author statistics with post and comment aggregations\ndef get_author_comprehensive_stats():\n    \"\"\"Get comprehensive author statistics\"\"\"\n    return Author.objects.annotate(\n        # Post statistics\n        total_posts=Count('posts'),\n        published_posts=Count('posts', filter=Q(posts__status='published')),\n        draft_posts=Count('posts', filter=Q(posts__status='draft')),\n        \n        # View statistics\n        total_views=Sum('posts__view_count'),\n        avg_views_per_post=Avg('posts__view_count'),\n        max_post_views=Max('posts__view_count'),\n        \n        # Comment statistics\n        total_comments_received=Count('posts__comments'),\n        avg_comments_per_post=Avg('posts__comments'),\n        \n        # Date statistics\n        first_post_date=Min('posts__created_at'),\n        latest_post_date=Max('posts__created_at'),\n        \n        # Engagement metrics\n        engagement_score=Sum('posts__view_count') + Count('posts__comments') * 10\n        \n    ).filter(total_posts__gt=0).order_by('-engagement_score')\n\n# Category performance analysis\ndef get_category_performance():\n    \"\"\"Analyze category performance metrics\"\"\"\n    return Category.objects.annotate(\n        # Basic counts\n        total_posts=Count('posts'),\n        published_posts=Count('posts', filter=Q(posts__status='published')),\n        \n        # Performance metrics\n        avg_views_per_post=Avg('posts__view_count'),\n        total_category_views=Sum('posts__view_count'),\n        \n        # Author diversity\n        unique_authors=Count('posts__author', distinct=True),\n        \n        # Time metrics\n        days_since_last_post=Case(\n            When(posts__isnull=True, then=Value(None)),\n            default=timezone.now().date() - Max('posts__created_at__date'),\n            output_field=models.IntegerField()\n        ),\n        \n        # Engagement\n        comments_per_post=Avg('posts__comments'),\n        engagement_rate=Case(\n            When(total_category_views=0, then=Value(0.0)),\n            default=Count('posts__comments') * 100.0 / Sum('posts__view_count'),\n            output_field=models.FloatField()\n        )\n        \n    ).filter(total_posts__gt=0).order_by('-total_category_views')\n",[1047,5658,5659,5664,5673,5682,5698,5703,5722,5762,5802,5807,5812,5830,5849,5868,5872,5877,5897,5916,5920,5925,5945,5964,5968,5973,6011,6015,6044,6048,6053,6062,6071,6087,6092,6110,6148,6152,6157,6175,6194,6198,6203,6230,6234,6239,6250,6278,6312,6327,6332,6336,6341,6360,6371,6398,6434,6448,6452,6456],{"__ignoreMap":1045},[1050,5660,5661],{"class":1052,"line":1053},[1050,5662,5663],{"class":1155},"# Author statistics with post and comment aggregations\n",[1050,5665,5666,5668,5671],{"class":1052,"line":1113},[1050,5667,4962],{"class":2270},[1050,5669,5670],{"class":4965}," get_author_comprehensive_stats",[1050,5672,5323],{"class":1064},[1050,5674,5675,5677,5680],{"class":1052,"line":1145},[1050,5676,4984],{"class":4983},[1050,5678,5679],{"class":4987},"Get comprehensive author statistics",[1050,5681,4991],{"class":4983},[1050,5683,5684,5686,5688,5690,5692,5694,5696],{"class":1052,"line":1152},[1050,5685,5059],{"class":1056},[1050,5687,1132],{"class":1060},[1050,5689,1065],{"class":1064},[1050,5691,1173],{"class":1172},[1050,5693,1065],{"class":1064},[1050,5695,2213],{"class":1178},[1050,5697,1271],{"class":1064},[1050,5699,5700],{"class":1052,"line":1159},[1050,5701,5702],{"class":1155},"        # Post statistics\n",[1050,5704,5705,5708,5710,5712,5714,5716,5718,5720],{"class":1052,"line":1185},[1050,5706,5707],{"class":1218},"        total_posts",[1050,5709,1165],{"class":1064},[1050,5711,1282],{"class":1178},[1050,5713,1215],{"class":1064},[1050,5715,1225],{"class":1224},[1050,5717,1786],{"class":1228},[1050,5719,1225],{"class":1224},[1050,5721,1294],{"class":1064},[1050,5723,5724,5727,5729,5731,5733,5735,5737,5739,5741,5743,5745,5747,5749,5752,5754,5756,5758,5760],{"class":1052,"line":1190},[1050,5725,5726],{"class":1218},"        published_posts",[1050,5728,1165],{"class":1064},[1050,5730,1282],{"class":1178},[1050,5732,1215],{"class":1064},[1050,5734,1225],{"class":1224},[1050,5736,1786],{"class":1228},[1050,5738,1225],{"class":1224},[1050,5740,1082],{"class":1064},[1050,5742,3472],{"class":1218},[1050,5744,1165],{"class":1064},[1050,5746,3477],{"class":1178},[1050,5748,1215],{"class":1064},[1050,5750,5751],{"class":1218},"posts__status",[1050,5753,1165],{"class":1064},[1050,5755,1225],{"class":1224},[1050,5757,1229],{"class":1228},[1050,5759,1225],{"class":1224},[1050,5761,3489],{"class":1064},[1050,5763,5764,5767,5769,5771,5773,5775,5777,5779,5781,5783,5785,5787,5789,5791,5793,5795,5798,5800],{"class":1052,"line":1196},[1050,5765,5766],{"class":1218},"        draft_posts",[1050,5768,1165],{"class":1064},[1050,5770,1282],{"class":1178},[1050,5772,1215],{"class":1064},[1050,5774,1225],{"class":1224},[1050,5776,1786],{"class":1228},[1050,5778,1225],{"class":1224},[1050,5780,1082],{"class":1064},[1050,5782,3472],{"class":1218},[1050,5784,1165],{"class":1064},[1050,5786,3477],{"class":1178},[1050,5788,1215],{"class":1064},[1050,5790,5751],{"class":1218},[1050,5792,1165],{"class":1064},[1050,5794,1225],{"class":1224},[1050,5796,5797],{"class":1228},"draft",[1050,5799,1225],{"class":1224},[1050,5801,3489],{"class":1064},[1050,5803,5804],{"class":1052,"line":1241},[1050,5805,5806],{"class":1178},"        \n",[1050,5808,5809],{"class":1052,"line":1246},[1050,5810,5811],{"class":1155},"        # View statistics\n",[1050,5813,5814,5816,5818,5820,5822,5824,5826,5828],{"class":1052,"line":1252},[1050,5815,5150],{"class":1218},[1050,5817,1165],{"class":1064},[1050,5819,1369],{"class":1178},[1050,5821,1215],{"class":1064},[1050,5823,1225],{"class":1224},[1050,5825,1825],{"class":1228},[1050,5827,1225],{"class":1224},[1050,5829,1294],{"class":1064},[1050,5831,5832,5835,5837,5839,5841,5843,5845,5847],{"class":1052,"line":1274},[1050,5833,5834],{"class":1218},"        avg_views_per_post",[1050,5836,1165],{"class":1064},[1050,5838,1305],{"class":1178},[1050,5840,1215],{"class":1064},[1050,5842,1225],{"class":1224},[1050,5844,1825],{"class":1228},[1050,5846,1225],{"class":1224},[1050,5848,1294],{"class":1064},[1050,5850,5851,5854,5856,5858,5860,5862,5864,5866],{"class":1052,"line":1297},[1050,5852,5853],{"class":1218},"        max_post_views",[1050,5855,1165],{"class":1064},[1050,5857,1327],{"class":1178},[1050,5859,1215],{"class":1064},[1050,5861,1225],{"class":1224},[1050,5863,1825],{"class":1228},[1050,5865,1225],{"class":1224},[1050,5867,1294],{"class":1064},[1050,5869,5870],{"class":1052,"line":1319},[1050,5871,5806],{"class":1178},[1050,5873,5874],{"class":1052,"line":1340},[1050,5875,5876],{"class":1155},"        # Comment statistics\n",[1050,5878,5879,5882,5884,5886,5888,5890,5893,5895],{"class":1052,"line":1361},[1050,5880,5881],{"class":1218},"        total_comments_received",[1050,5883,1165],{"class":1064},[1050,5885,1282],{"class":1178},[1050,5887,1215],{"class":1064},[1050,5889,1225],{"class":1224},[1050,5891,5892],{"class":1228},"posts__comments",[1050,5894,1225],{"class":1224},[1050,5896,1294],{"class":1064},[1050,5898,5899,5902,5904,5906,5908,5910,5912,5914],{"class":1052,"line":1383},[1050,5900,5901],{"class":1218},"        avg_comments_per_post",[1050,5903,1165],{"class":1064},[1050,5905,1305],{"class":1178},[1050,5907,1215],{"class":1064},[1050,5909,1225],{"class":1224},[1050,5911,5892],{"class":1228},[1050,5913,1225],{"class":1224},[1050,5915,1294],{"class":1064},[1050,5917,5918],{"class":1052,"line":1388},[1050,5919,5806],{"class":1178},[1050,5921,5922],{"class":1052,"line":1394},[1050,5923,5924],{"class":1155},"        # Date statistics\n",[1050,5926,5927,5930,5932,5934,5936,5938,5941,5943],{"class":1052,"line":1399},[1050,5928,5929],{"class":1218},"        first_post_date",[1050,5931,1165],{"class":1064},[1050,5933,1348],{"class":1178},[1050,5935,1215],{"class":1064},[1050,5937,1225],{"class":1224},[1050,5939,5940],{"class":1228},"posts__created_at",[1050,5942,1225],{"class":1224},[1050,5944,1294],{"class":1064},[1050,5946,5947,5950,5952,5954,5956,5958,5960,5962],{"class":1052,"line":1405},[1050,5948,5949],{"class":1218},"        latest_post_date",[1050,5951,1165],{"class":1064},[1050,5953,1327],{"class":1178},[1050,5955,1215],{"class":1064},[1050,5957,1225],{"class":1224},[1050,5959,5940],{"class":1228},[1050,5961,1225],{"class":1224},[1050,5963,1294],{"class":1064},[1050,5965,5966],{"class":1052,"line":1448},[1050,5967,5806],{"class":1178},[1050,5969,5970],{"class":1052,"line":1453},[1050,5971,5972],{"class":1155},"        # Engagement metrics\n",[1050,5974,5975,5978,5980,5982,5984,5986,5988,5990,5992,5994,5996,5998,6000,6002,6004,6006,6008],{"class":1052,"line":1459},[1050,5976,5977],{"class":1218},"        engagement_score",[1050,5979,1165],{"class":1064},[1050,5981,1369],{"class":1178},[1050,5983,1215],{"class":1064},[1050,5985,1225],{"class":1224},[1050,5987,1825],{"class":1228},[1050,5989,1225],{"class":1224},[1050,5991,2413],{"class":1064},[1050,5993,2416],{"class":1648},[1050,5995,1079],{"class":1178},[1050,5997,1215],{"class":1064},[1050,5999,1225],{"class":1224},[1050,6001,5892],{"class":1228},[1050,6003,1225],{"class":1224},[1050,6005,2413],{"class":1064},[1050,6007,2431],{"class":1648},[1050,6009,6010],{"class":1487}," 10\n",[1050,6012,6013],{"class":1052,"line":1479},[1050,6014,5806],{"class":1178},[1050,6016,6017,6019,6021,6023,6026,6028,6030,6032,6034,6036,6038,6040,6042],{"class":1052,"line":1491},[1050,6018,5091],{"class":1064},[1050,6020,1212],{"class":1178},[1050,6022,1215],{"class":1064},[1050,6024,6025],{"class":1218},"total_posts__gt",[1050,6027,1165],{"class":1064},[1050,6029,2689],{"class":1487},[1050,6031,1234],{"class":1064},[1050,6033,2441],{"class":1178},[1050,6035,1215],{"class":1064},[1050,6037,1225],{"class":1224},[1050,6039,2448],{"class":1228},[1050,6041,1225],{"class":1224},[1050,6043,1380],{"class":1064},[1050,6045,6046],{"class":1052,"line":1500},[1050,6047,1149],{"emptyLinePlaceholder":1148},[1050,6049,6050],{"class":1052,"line":1520},[1050,6051,6052],{"class":1155},"# Category performance analysis\n",[1050,6054,6055,6057,6060],{"class":1052,"line":1539},[1050,6056,4962],{"class":2270},[1050,6058,6059],{"class":4965}," get_category_performance",[1050,6061,5323],{"class":1064},[1050,6063,6064,6066,6069],{"class":1052,"line":1558},[1050,6065,4984],{"class":4983},[1050,6067,6068],{"class":4987},"Analyze category performance metrics",[1050,6070,4991],{"class":4983},[1050,6072,6073,6075,6077,6079,6081,6083,6085],{"class":1052,"line":1563},[1050,6074,5059],{"class":1056},[1050,6076,1137],{"class":1060},[1050,6078,1065],{"class":1064},[1050,6080,1173],{"class":1172},[1050,6082,1065],{"class":1064},[1050,6084,2213],{"class":1178},[1050,6086,1271],{"class":1064},[1050,6088,6089],{"class":1052,"line":1568},[1050,6090,6091],{"class":1155},"        # Basic counts\n",[1050,6093,6094,6096,6098,6100,6102,6104,6106,6108],{"class":1052,"line":1574},[1050,6095,5707],{"class":1218},[1050,6097,1165],{"class":1064},[1050,6099,1282],{"class":1178},[1050,6101,1215],{"class":1064},[1050,6103,1225],{"class":1224},[1050,6105,1786],{"class":1228},[1050,6107,1225],{"class":1224},[1050,6109,1294],{"class":1064},[1050,6111,6112,6114,6116,6118,6120,6122,6124,6126,6128,6130,6132,6134,6136,6138,6140,6142,6144,6146],{"class":1052,"line":1591},[1050,6113,5726],{"class":1218},[1050,6115,1165],{"class":1064},[1050,6117,1282],{"class":1178},[1050,6119,1215],{"class":1064},[1050,6121,1225],{"class":1224},[1050,6123,1786],{"class":1228},[1050,6125,1225],{"class":1224},[1050,6127,1082],{"class":1064},[1050,6129,3472],{"class":1218},[1050,6131,1165],{"class":1064},[1050,6133,3477],{"class":1178},[1050,6135,1215],{"class":1064},[1050,6137,5751],{"class":1218},[1050,6139,1165],{"class":1064},[1050,6141,1225],{"class":1224},[1050,6143,1229],{"class":1228},[1050,6145,1225],{"class":1224},[1050,6147,3489],{"class":1064},[1050,6149,6150],{"class":1052,"line":1604},[1050,6151,5806],{"class":1178},[1050,6153,6154],{"class":1052,"line":1609},[1050,6155,6156],{"class":1155},"        # Performance metrics\n",[1050,6158,6159,6161,6163,6165,6167,6169,6171,6173],{"class":1052,"line":1629},[1050,6160,5834],{"class":1218},[1050,6162,1165],{"class":1064},[1050,6164,1305],{"class":1178},[1050,6166,1215],{"class":1064},[1050,6168,1225],{"class":1224},[1050,6170,1825],{"class":1228},[1050,6172,1225],{"class":1224},[1050,6174,1294],{"class":1064},[1050,6176,6177,6180,6182,6184,6186,6188,6190,6192],{"class":1052,"line":1667},[1050,6178,6179],{"class":1218},"        total_category_views",[1050,6181,1165],{"class":1064},[1050,6183,1369],{"class":1178},[1050,6185,1215],{"class":1064},[1050,6187,1225],{"class":1224},[1050,6189,1825],{"class":1228},[1050,6191,1225],{"class":1224},[1050,6193,1294],{"class":1064},[1050,6195,6196],{"class":1052,"line":1676},[1050,6197,5806],{"class":1178},[1050,6199,6200],{"class":1052,"line":1696},[1050,6201,6202],{"class":1155},"        # Author diversity\n",[1050,6204,6205,6207,6209,6211,6213,6215,6218,6220,6222,6224,6226,6228],{"class":1052,"line":1716},[1050,6206,5169],{"class":1218},[1050,6208,1165],{"class":1064},[1050,6210,1282],{"class":1178},[1050,6212,1215],{"class":1064},[1050,6214,1225],{"class":1224},[1050,6216,6217],{"class":1228},"posts__author",[1050,6219,1225],{"class":1224},[1050,6221,1082],{"class":1064},[1050,6223,1997],{"class":1218},[1050,6225,1165],{"class":1064},[1050,6227,2003],{"class":2002},[1050,6229,1294],{"class":1064},[1050,6231,6232],{"class":1052,"line":1736},[1050,6233,5806],{"class":1178},[1050,6235,6236],{"class":1052,"line":3980},[1050,6237,6238],{"class":1155},"        # Time metrics\n",[1050,6240,6241,6244,6246,6248],{"class":1052,"line":4002},[1050,6242,6243],{"class":1218},"        days_since_last_post",[1050,6245,1165],{"class":1064},[1050,6247,2602],{"class":1178},[1050,6249,1271],{"class":1064},[1050,6251,6252,6255,6257,6260,6262,6264,6266,6268,6270,6272,6274,6276],{"class":1052,"line":4013},[1050,6253,6254],{"class":1178},"            When",[1050,6256,1215],{"class":1064},[1050,6258,6259],{"class":1218},"posts__isnull",[1050,6261,1165],{"class":1064},[1050,6263,2003],{"class":2002},[1050,6265,1082],{"class":1064},[1050,6267,2624],{"class":1218},[1050,6269,1165],{"class":1064},[1050,6271,3660],{"class":1178},[1050,6273,1215],{"class":1064},[1050,6275,3857],{"class":2002},[1050,6277,3489],{"class":1064},[1050,6279,6280,6283,6285,6287,6289,6291,6293,6295,6297,6299,6301,6303,6305,6308,6310],{"class":1052,"line":4048},[1050,6281,6282],{"class":1218},"            default",[1050,6284,1165],{"class":1064},[1050,6286,1637],{"class":1178},[1050,6288,1065],{"class":1064},[1050,6290,1642],{"class":1178},[1050,6292,3875],{"class":1064},[1050,6294,3049],{"class":1178},[1050,6296,1645],{"class":1064},[1050,6298,1649],{"class":1648},[1050,6300,1095],{"class":1178},[1050,6302,1215],{"class":1064},[1050,6304,1225],{"class":1224},[1050,6306,6307],{"class":1228},"posts__created_at__date",[1050,6309,1225],{"class":1224},[1050,6311,1294],{"class":1064},[1050,6313,6314,6317,6319,6321,6323,6325],{"class":1052,"line":4053},[1050,6315,6316],{"class":1218},"            output_field",[1050,6318,1165],{"class":1064},[1050,6320,2968],{"class":1178},[1050,6322,1065],{"class":1064},[1050,6324,2701],{"class":1178},[1050,6326,1182],{"class":1064},[1050,6328,6329],{"class":1052,"line":4073},[1050,6330,6331],{"class":1064},"        ),\n",[1050,6333,6334],{"class":1052,"line":4091},[1050,6335,5806],{"class":1178},[1050,6337,6338],{"class":1052,"line":4096},[1050,6339,6340],{"class":1155},"        # Engagement\n",[1050,6342,6343,6346,6348,6350,6352,6354,6356,6358],{"class":1052,"line":4101},[1050,6344,6345],{"class":1218},"        comments_per_post",[1050,6347,1165],{"class":1064},[1050,6349,1305],{"class":1178},[1050,6351,1215],{"class":1064},[1050,6353,1225],{"class":1224},[1050,6355,5892],{"class":1228},[1050,6357,1225],{"class":1224},[1050,6359,1294],{"class":1064},[1050,6361,6362,6365,6367,6369],{"class":1052,"line":4107},[1050,6363,6364],{"class":1218},"        engagement_rate",[1050,6366,1165],{"class":1064},[1050,6368,2602],{"class":1178},[1050,6370,1271],{"class":1064},[1050,6372,6373,6375,6377,6380,6382,6384,6386,6388,6390,6392,6394,6396],{"class":1052,"line":4127},[1050,6374,6254],{"class":1178},[1050,6376,1215],{"class":1064},[1050,6378,6379],{"class":1218},"total_category_views",[1050,6381,1165],{"class":1064},[1050,6383,2689],{"class":1487},[1050,6385,1082],{"class":1064},[1050,6387,2624],{"class":1218},[1050,6389,1165],{"class":1064},[1050,6391,3660],{"class":1178},[1050,6393,1215],{"class":1064},[1050,6395,3665],{"class":1487},[1050,6397,3489],{"class":1064},[1050,6399,6400,6402,6404,6406,6408,6410,6412,6414,6416,6418,6420,6422,6424,6426,6428,6430,6432],{"class":1052,"line":4148},[1050,6401,6282],{"class":1218},[1050,6403,1165],{"class":1064},[1050,6405,1282],{"class":1178},[1050,6407,1215],{"class":1064},[1050,6409,1225],{"class":1224},[1050,6411,5892],{"class":1228},[1050,6413,1225],{"class":1224},[1050,6415,2413],{"class":1064},[1050,6417,2431],{"class":1648},[1050,6419,3690],{"class":1487},[1050,6421,3693],{"class":1648},[1050,6423,1085],{"class":1178},[1050,6425,1215],{"class":1064},[1050,6427,1225],{"class":1224},[1050,6429,1825],{"class":1228},[1050,6431,1225],{"class":1224},[1050,6433,1294],{"class":1064},[1050,6435,6436,6438,6440,6442,6444,6446],{"class":1052,"line":4182},[1050,6437,6316],{"class":1218},[1050,6439,1165],{"class":1064},[1050,6441,2968],{"class":1178},[1050,6443,1065],{"class":1064},[1050,6445,3718],{"class":1178},[1050,6447,1182],{"class":1064},[1050,6449,6450],{"class":1052,"line":4187},[1050,6451,5418],{"class":1064},[1050,6453,6454],{"class":1052,"line":4207},[1050,6455,5806],{"class":1178},[1050,6457,6458,6460,6462,6464,6466,6468,6470,6472,6474,6476,6478,6481,6483],{"class":1052,"line":4219},[1050,6459,5091],{"class":1064},[1050,6461,1212],{"class":1178},[1050,6463,1215],{"class":1064},[1050,6465,6025],{"class":1218},[1050,6467,1165],{"class":1064},[1050,6469,2689],{"class":1487},[1050,6471,1234],{"class":1064},[1050,6473,2441],{"class":1178},[1050,6475,1215],{"class":1064},[1050,6477,1225],{"class":1224},[1050,6479,6480],{"class":1228},"-total_category_views",[1050,6482,1225],{"class":1224},[1050,6484,1380],{"class":1064},[1035,6486,6488],{"id":6487},"dashboard-analytics","Dashboard Analytics",[1040,6490,6492],{"className":1042,"code":6491,"language":1044,"meta":1045,"style":1045},"def get_dashboard_analytics(days=30):\n    \"\"\"Get comprehensive dashboard analytics\"\"\"\n    cutoff_date = timezone.now() - timedelta(days=days)\n    \n    # Overall statistics\n    overall_stats = Post.objects.filter(\n        created_at__gte=cutoff_date\n    ).aggregate(\n        total_posts=Count('id'),\n        total_views=Sum('view_count'),\n        total_comments=Count('comments'),\n        avg_views_per_post=Avg('view_count'),\n        unique_authors=Count('author', distinct=True)\n    )\n    \n    # Top performing posts\n    top_posts = Post.objects.filter(\n        created_at__gte=cutoff_date\n    ).annotate(\n        comment_count=Count('comments'),\n        engagement_score=F('view_count') + Count('comments') * 5\n    ).order_by('-engagement_score')[:10]\n    \n    # Author leaderboard\n    top_authors = Author.objects.annotate(\n        recent_posts=Count(\n            'posts',\n            filter=Q(posts__created_at__gte=cutoff_date)\n        ),\n        recent_views=Sum(\n            'posts__view_count',\n            filter=Q(posts__created_at__gte=cutoff_date)\n        )\n    ).filter(recent_posts__gt=0).order_by('-recent_views')[:10]\n    \n    # Category performance\n    category_performance = Category.objects.annotate(\n        recent_posts=Count(\n            'posts',\n            filter=Q(posts__created_at__gte=cutoff_date)\n        ),\n        recent_views=Sum(\n            'posts__view_count',\n            filter=Q(posts__created_at__gte=cutoff_date)\n        )\n    ).filter(recent_posts__gt=0).order_by('-recent_views')\n    \n    # Daily trends\n    daily_trends = Post.objects.filter(\n        created_at__gte=cutoff_date\n    ).annotate(\n        date=TruncDate('created_at')\n    ).values('date').annotate(\n        posts_count=Count('id'),\n        total_views=Sum('view_count'),\n        total_comments=Count('comments')\n    ).order_by('date')\n    \n    return {\n        'overall_stats': overall_stats,\n        'top_posts': top_posts,\n        'top_authors': top_authors,\n        'category_performance': category_performance,\n        'daily_trends': list(daily_trends)\n    }\n\n# Content performance analysis\ndef analyze_content_performance():\n    \"\"\"Analyze content performance patterns\"\"\"\n    \n    # Performance by post length\n    length_performance = Post.objects.annotate(\n        content_length=Length('content'),\n        length_category=Case(\n            When(content_length__lt=500, then=Value('Short')),\n            When(content_length__lt=1500, then=Value('Medium')),\n            When(content_length__lt=3000, then=Value('Long')),\n            default=Value('Very Long'),\n            output_field=models.CharField()\n        )\n    ).values('length_category').annotate(\n        avg_views=Avg('view_count'),\n        avg_comments=Avg('comments'),\n        post_count=Count('id')\n    ).order_by('length_category')\n    \n    # Performance by publication time\n    time_performance = Post.objects.annotate(\n        hour=Extract('published_at', 'hour'),\n        weekday=Extract('published_at', 'week_day')\n    ).values('hour', 'weekday').annotate(\n        avg_views=Avg('view_count'),\n        post_count=Count('id')\n    ).order_by('weekday', 'hour')\n    \n    # Tag effectiveness\n    tag_performance = Tag.objects.annotate(\n        post_count=Count('posts'),\n        avg_views=Avg('posts__view_count'),\n        total_views=Sum('posts__view_count')\n    ).filter(post_count__gte=5).order_by('-avg_views')\n    \n    return {\n        'length_performance': list(length_performance),\n        'time_performance': list(time_performance),\n        'tag_performance': tag_performance\n    }\n",[1047,6493,6494,6511,6520,6550,6554,6559,6578,6588,6596,6614,6632,6651,6669,6695,6699,6703,6708,6727,6735,6743,6762,6798,6818,6822,6827,6846,6857,6868,6889,6893,6904,6914,6932,6936,6970,6974,6979,6998,7008,7018,7036,7040,7050,7060,7078,7082,7110,7114,7119,7138,7146,7154,7173,7193,7212,7230,7248,7264,7268,7275,7292,7308,7324,7341,7363,7369,7374,7380,7390,7400,7405,7411,7431,7453,7465,7499,7532,7565,7585,7601,7606,7628,7647,7667,7686,7703,7708,7714,7734,7763,7791,7820,7839,7858,7883,7888,7894,7915,7934,7953,7972,8004,8009,8016,8036,8056,8071],{"__ignoreMap":1045},[1050,6495,6496,6498,6501,6503,6505,6507,6509],{"class":1052,"line":1053},[1050,6497,4962],{"class":2270},[1050,6499,6500],{"class":4965}," get_dashboard_analytics",[1050,6502,1215],{"class":1064},[1050,6504,1657],{"class":4971},[1050,6506,1165],{"class":1648},[1050,6508,1662],{"class":1487},[1050,6510,4978],{"class":1064},[1050,6512,6513,6515,6518],{"class":1052,"line":1113},[1050,6514,4984],{"class":4983},[1050,6516,6517],{"class":4987},"Get comprehensive dashboard analytics",[1050,6519,4991],{"class":4983},[1050,6521,6522,6525,6527,6530,6532,6534,6536,6538,6540,6542,6544,6546,6548],{"class":1052,"line":1145},[1050,6523,6524],{"class":1060},"    cutoff_date ",[1050,6526,1165],{"class":1064},[1050,6528,6529],{"class":1060}," timezone",[1050,6531,1065],{"class":1064},[1050,6533,1642],{"class":1178},[1050,6535,1645],{"class":1064},[1050,6537,1649],{"class":1648},[1050,6539,1652],{"class":1178},[1050,6541,1215],{"class":1064},[1050,6543,1657],{"class":1218},[1050,6545,1165],{"class":1064},[1050,6547,1657],{"class":1178},[1050,6549,1380],{"class":1064},[1050,6551,6552],{"class":1052,"line":1152},[1050,6553,3730],{"class":1060},[1050,6555,6556],{"class":1052,"line":1159},[1050,6557,6558],{"class":1155},"    # Overall statistics\n",[1050,6560,6561,6564,6566,6568,6570,6572,6574,6576],{"class":1052,"line":1185},[1050,6562,6563],{"class":1060},"    overall_stats ",[1050,6565,1165],{"class":1064},[1050,6567,1127],{"class":1060},[1050,6569,1065],{"class":1064},[1050,6571,1173],{"class":1172},[1050,6573,1065],{"class":1064},[1050,6575,1212],{"class":1178},[1050,6577,1271],{"class":1064},[1050,6579,6580,6583,6585],{"class":1052,"line":1190},[1050,6581,6582],{"class":1218},"        created_at__gte",[1050,6584,1165],{"class":1064},[1050,6586,6587],{"class":1178},"cutoff_date\n",[1050,6589,6590,6592,6594],{"class":1052,"line":1196},[1050,6591,5091],{"class":1064},[1050,6593,1268],{"class":1178},[1050,6595,1271],{"class":1064},[1050,6597,6598,6600,6602,6604,6606,6608,6610,6612],{"class":1052,"line":1241},[1050,6599,5707],{"class":1218},[1050,6601,1165],{"class":1064},[1050,6603,1282],{"class":1178},[1050,6605,1215],{"class":1064},[1050,6607,1225],{"class":1224},[1050,6609,1289],{"class":1228},[1050,6611,1225],{"class":1224},[1050,6613,1294],{"class":1064},[1050,6615,6616,6618,6620,6622,6624,6626,6628,6630],{"class":1052,"line":1246},[1050,6617,5150],{"class":1218},[1050,6619,1165],{"class":1064},[1050,6621,1369],{"class":1178},[1050,6623,1215],{"class":1064},[1050,6625,1225],{"class":1224},[1050,6627,1312],{"class":1228},[1050,6629,1225],{"class":1224},[1050,6631,1294],{"class":1064},[1050,6633,6634,6637,6639,6641,6643,6645,6647,6649],{"class":1052,"line":1252},[1050,6635,6636],{"class":1218},"        total_comments",[1050,6638,1165],{"class":1064},[1050,6640,1282],{"class":1178},[1050,6642,1215],{"class":1064},[1050,6644,1225],{"class":1224},[1050,6646,1938],{"class":1228},[1050,6648,1225],{"class":1224},[1050,6650,1294],{"class":1064},[1050,6652,6653,6655,6657,6659,6661,6663,6665,6667],{"class":1052,"line":1274},[1050,6654,5834],{"class":1218},[1050,6656,1165],{"class":1064},[1050,6658,1305],{"class":1178},[1050,6660,1215],{"class":1064},[1050,6662,1225],{"class":1224},[1050,6664,1312],{"class":1228},[1050,6666,1225],{"class":1224},[1050,6668,1294],{"class":1064},[1050,6670,6671,6673,6675,6677,6679,6681,6683,6685,6687,6689,6691,6693],{"class":1052,"line":1297},[1050,6672,5169],{"class":1218},[1050,6674,1165],{"class":1064},[1050,6676,1282],{"class":1178},[1050,6678,1215],{"class":1064},[1050,6680,1225],{"class":1224},[1050,6682,4141],{"class":1228},[1050,6684,1225],{"class":1224},[1050,6686,1082],{"class":1064},[1050,6688,1997],{"class":1218},[1050,6690,1165],{"class":1064},[1050,6692,2003],{"class":2002},[1050,6694,1380],{"class":1064},[1050,6696,6697],{"class":1052,"line":1319},[1050,6698,2708],{"class":1064},[1050,6700,6701],{"class":1052,"line":1340},[1050,6702,3730],{"class":1060},[1050,6704,6705],{"class":1052,"line":1361},[1050,6706,6707],{"class":1155},"    # Top performing posts\n",[1050,6709,6710,6713,6715,6717,6719,6721,6723,6725],{"class":1052,"line":1383},[1050,6711,6712],{"class":1060},"    top_posts ",[1050,6714,1165],{"class":1064},[1050,6716,1127],{"class":1060},[1050,6718,1065],{"class":1064},[1050,6720,1173],{"class":1172},[1050,6722,1065],{"class":1064},[1050,6724,1212],{"class":1178},[1050,6726,1271],{"class":1064},[1050,6728,6729,6731,6733],{"class":1052,"line":1388},[1050,6730,6582],{"class":1218},[1050,6732,1165],{"class":1064},[1050,6734,6587],{"class":1178},[1050,6736,6737,6739,6741],{"class":1052,"line":1394},[1050,6738,5091],{"class":1064},[1050,6740,2213],{"class":1178},[1050,6742,1271],{"class":1064},[1050,6744,6745,6748,6750,6752,6754,6756,6758,6760],{"class":1052,"line":1399},[1050,6746,6747],{"class":1218},"        comment_count",[1050,6749,1165],{"class":1064},[1050,6751,1282],{"class":1178},[1050,6753,1215],{"class":1064},[1050,6755,1225],{"class":1224},[1050,6757,1938],{"class":1228},[1050,6759,1225],{"class":1224},[1050,6761,1294],{"class":1064},[1050,6763,6764,6766,6768,6770,6772,6774,6776,6778,6780,6782,6784,6786,6788,6790,6792,6794,6796],{"class":1052,"line":1405},[1050,6765,5977],{"class":1218},[1050,6767,1165],{"class":1064},[1050,6769,2402],{"class":1178},[1050,6771,1215],{"class":1064},[1050,6773,1225],{"class":1224},[1050,6775,1312],{"class":1228},[1050,6777,1225],{"class":1224},[1050,6779,2413],{"class":1064},[1050,6781,2416],{"class":1648},[1050,6783,1079],{"class":1178},[1050,6785,1215],{"class":1064},[1050,6787,1225],{"class":1224},[1050,6789,1938],{"class":1228},[1050,6791,1225],{"class":1224},[1050,6793,2413],{"class":1064},[1050,6795,2431],{"class":1648},[1050,6797,2434],{"class":1487},[1050,6799,6800,6802,6804,6806,6808,6810,6812,6814,6816],{"class":1052,"line":1448},[1050,6801,5091],{"class":1064},[1050,6803,2441],{"class":1178},[1050,6805,1215],{"class":1064},[1050,6807,1225],{"class":1224},[1050,6809,2448],{"class":1228},[1050,6811,1225],{"class":1224},[1050,6813,4041],{"class":1064},[1050,6815,2516],{"class":1487},[1050,6817,1445],{"class":1064},[1050,6819,6820],{"class":1052,"line":1453},[1050,6821,3730],{"class":1060},[1050,6823,6824],{"class":1052,"line":1459},[1050,6825,6826],{"class":1155},"    # Author leaderboard\n",[1050,6828,6829,6832,6834,6836,6838,6840,6842,6844],{"class":1052,"line":1479},[1050,6830,6831],{"class":1060},"    top_authors ",[1050,6833,1165],{"class":1064},[1050,6835,1132],{"class":1060},[1050,6837,1065],{"class":1064},[1050,6839,1173],{"class":1172},[1050,6841,1065],{"class":1064},[1050,6843,2213],{"class":1178},[1050,6845,1271],{"class":1064},[1050,6847,6848,6851,6853,6855],{"class":1052,"line":1491},[1050,6849,6850],{"class":1218},"        recent_posts",[1050,6852,1165],{"class":1064},[1050,6854,1282],{"class":1178},[1050,6856,1271],{"class":1064},[1050,6858,6859,6862,6864,6866],{"class":1052,"line":1500},[1050,6860,6861],{"class":1224},"            '",[1050,6863,1786],{"class":1228},[1050,6865,1225],{"class":1224},[1050,6867,2519],{"class":1064},[1050,6869,6870,6873,6875,6877,6879,6882,6884,6887],{"class":1052,"line":1520},[1050,6871,6872],{"class":1218},"            filter",[1050,6874,1165],{"class":1064},[1050,6876,3477],{"class":1178},[1050,6878,1215],{"class":1064},[1050,6880,6881],{"class":1218},"posts__created_at__gte",[1050,6883,1165],{"class":1064},[1050,6885,6886],{"class":1178},"cutoff_date",[1050,6888,1380],{"class":1064},[1050,6890,6891],{"class":1052,"line":1539},[1050,6892,6331],{"class":1064},[1050,6894,6895,6898,6900,6902],{"class":1052,"line":1558},[1050,6896,6897],{"class":1218},"        recent_views",[1050,6899,1165],{"class":1064},[1050,6901,1369],{"class":1178},[1050,6903,1271],{"class":1064},[1050,6905,6906,6908,6910,6912],{"class":1052,"line":1563},[1050,6907,6861],{"class":1224},[1050,6909,1825],{"class":1228},[1050,6911,1225],{"class":1224},[1050,6913,2519],{"class":1064},[1050,6915,6916,6918,6920,6922,6924,6926,6928,6930],{"class":1052,"line":1568},[1050,6917,6872],{"class":1218},[1050,6919,1165],{"class":1064},[1050,6921,3477],{"class":1178},[1050,6923,1215],{"class":1064},[1050,6925,6881],{"class":1218},[1050,6927,1165],{"class":1064},[1050,6929,6886],{"class":1178},[1050,6931,1380],{"class":1064},[1050,6933,6934],{"class":1052,"line":1574},[1050,6935,5418],{"class":1064},[1050,6937,6938,6940,6942,6944,6947,6949,6951,6953,6955,6957,6959,6962,6964,6966,6968],{"class":1052,"line":1591},[1050,6939,5091],{"class":1064},[1050,6941,1212],{"class":1178},[1050,6943,1215],{"class":1064},[1050,6945,6946],{"class":1218},"recent_posts__gt",[1050,6948,1165],{"class":1064},[1050,6950,2689],{"class":1487},[1050,6952,1234],{"class":1064},[1050,6954,2441],{"class":1178},[1050,6956,1215],{"class":1064},[1050,6958,1225],{"class":1224},[1050,6960,6961],{"class":1228},"-recent_views",[1050,6963,1225],{"class":1224},[1050,6965,4041],{"class":1064},[1050,6967,2516],{"class":1487},[1050,6969,1445],{"class":1064},[1050,6971,6972],{"class":1052,"line":1604},[1050,6973,3730],{"class":1060},[1050,6975,6976],{"class":1052,"line":1609},[1050,6977,6978],{"class":1155},"    # Category performance\n",[1050,6980,6981,6984,6986,6988,6990,6992,6994,6996],{"class":1052,"line":1629},[1050,6982,6983],{"class":1060},"    category_performance ",[1050,6985,1165],{"class":1064},[1050,6987,1137],{"class":1060},[1050,6989,1065],{"class":1064},[1050,6991,1173],{"class":1172},[1050,6993,1065],{"class":1064},[1050,6995,2213],{"class":1178},[1050,6997,1271],{"class":1064},[1050,6999,7000,7002,7004,7006],{"class":1052,"line":1667},[1050,7001,6850],{"class":1218},[1050,7003,1165],{"class":1064},[1050,7005,1282],{"class":1178},[1050,7007,1271],{"class":1064},[1050,7009,7010,7012,7014,7016],{"class":1052,"line":1676},[1050,7011,6861],{"class":1224},[1050,7013,1786],{"class":1228},[1050,7015,1225],{"class":1224},[1050,7017,2519],{"class":1064},[1050,7019,7020,7022,7024,7026,7028,7030,7032,7034],{"class":1052,"line":1696},[1050,7021,6872],{"class":1218},[1050,7023,1165],{"class":1064},[1050,7025,3477],{"class":1178},[1050,7027,1215],{"class":1064},[1050,7029,6881],{"class":1218},[1050,7031,1165],{"class":1064},[1050,7033,6886],{"class":1178},[1050,7035,1380],{"class":1064},[1050,7037,7038],{"class":1052,"line":1716},[1050,7039,6331],{"class":1064},[1050,7041,7042,7044,7046,7048],{"class":1052,"line":1736},[1050,7043,6897],{"class":1218},[1050,7045,1165],{"class":1064},[1050,7047,1369],{"class":1178},[1050,7049,1271],{"class":1064},[1050,7051,7052,7054,7056,7058],{"class":1052,"line":3980},[1050,7053,6861],{"class":1224},[1050,7055,1825],{"class":1228},[1050,7057,1225],{"class":1224},[1050,7059,2519],{"class":1064},[1050,7061,7062,7064,7066,7068,7070,7072,7074,7076],{"class":1052,"line":4002},[1050,7063,6872],{"class":1218},[1050,7065,1165],{"class":1064},[1050,7067,3477],{"class":1178},[1050,7069,1215],{"class":1064},[1050,7071,6881],{"class":1218},[1050,7073,1165],{"class":1064},[1050,7075,6886],{"class":1178},[1050,7077,1380],{"class":1064},[1050,7079,7080],{"class":1052,"line":4013},[1050,7081,5418],{"class":1064},[1050,7083,7084,7086,7088,7090,7092,7094,7096,7098,7100,7102,7104,7106,7108],{"class":1052,"line":4048},[1050,7085,5091],{"class":1064},[1050,7087,1212],{"class":1178},[1050,7089,1215],{"class":1064},[1050,7091,6946],{"class":1218},[1050,7093,1165],{"class":1064},[1050,7095,2689],{"class":1487},[1050,7097,1234],{"class":1064},[1050,7099,2441],{"class":1178},[1050,7101,1215],{"class":1064},[1050,7103,1225],{"class":1224},[1050,7105,6961],{"class":1228},[1050,7107,1225],{"class":1224},[1050,7109,1380],{"class":1064},[1050,7111,7112],{"class":1052,"line":4053},[1050,7113,3730],{"class":1060},[1050,7115,7116],{"class":1052,"line":4073},[1050,7117,7118],{"class":1155},"    # Daily trends\n",[1050,7120,7121,7124,7126,7128,7130,7132,7134,7136],{"class":1052,"line":4091},[1050,7122,7123],{"class":1060},"    daily_trends ",[1050,7125,1165],{"class":1064},[1050,7127,1127],{"class":1060},[1050,7129,1065],{"class":1064},[1050,7131,1173],{"class":1172},[1050,7133,1065],{"class":1064},[1050,7135,1212],{"class":1178},[1050,7137,1271],{"class":1064},[1050,7139,7140,7142,7144],{"class":1052,"line":4096},[1050,7141,6582],{"class":1218},[1050,7143,1165],{"class":1064},[1050,7145,6587],{"class":1178},[1050,7147,7148,7150,7152],{"class":1052,"line":4101},[1050,7149,5091],{"class":1064},[1050,7151,2213],{"class":1178},[1050,7153,1271],{"class":1064},[1050,7155,7156,7159,7161,7163,7165,7167,7169,7171],{"class":1052,"line":4107},[1050,7157,7158],{"class":1218},"        date",[1050,7160,1165],{"class":1064},[1050,7162,3026],{"class":1178},[1050,7164,1215],{"class":1064},[1050,7166,1225],{"class":1224},[1050,7168,2924],{"class":1228},[1050,7170,1225],{"class":1224},[1050,7172,1380],{"class":1064},[1050,7174,7175,7177,7179,7181,7183,7185,7187,7189,7191],{"class":1052,"line":4127},[1050,7176,5091],{"class":1064},[1050,7178,2744],{"class":1178},[1050,7180,1215],{"class":1064},[1050,7182,1225],{"class":1224},[1050,7184,3049],{"class":1228},[1050,7186,1225],{"class":1224},[1050,7188,1234],{"class":1064},[1050,7190,2213],{"class":1178},[1050,7192,1271],{"class":1064},[1050,7194,7195,7198,7200,7202,7204,7206,7208,7210],{"class":1052,"line":4148},[1050,7196,7197],{"class":1218},"        posts_count",[1050,7199,1165],{"class":1064},[1050,7201,1282],{"class":1178},[1050,7203,1215],{"class":1064},[1050,7205,1225],{"class":1224},[1050,7207,1289],{"class":1228},[1050,7209,1225],{"class":1224},[1050,7211,1294],{"class":1064},[1050,7213,7214,7216,7218,7220,7222,7224,7226,7228],{"class":1052,"line":4182},[1050,7215,5150],{"class":1218},[1050,7217,1165],{"class":1064},[1050,7219,1369],{"class":1178},[1050,7221,1215],{"class":1064},[1050,7223,1225],{"class":1224},[1050,7225,1312],{"class":1228},[1050,7227,1225],{"class":1224},[1050,7229,1294],{"class":1064},[1050,7231,7232,7234,7236,7238,7240,7242,7244,7246],{"class":1052,"line":4187},[1050,7233,6636],{"class":1218},[1050,7235,1165],{"class":1064},[1050,7237,1282],{"class":1178},[1050,7239,1215],{"class":1064},[1050,7241,1225],{"class":1224},[1050,7243,1938],{"class":1228},[1050,7245,1225],{"class":1224},[1050,7247,1380],{"class":1064},[1050,7249,7250,7252,7254,7256,7258,7260,7262],{"class":1052,"line":4207},[1050,7251,5091],{"class":1064},[1050,7253,2441],{"class":1178},[1050,7255,1215],{"class":1064},[1050,7257,1225],{"class":1224},[1050,7259,3049],{"class":1228},[1050,7261,1225],{"class":1224},[1050,7263,1380],{"class":1064},[1050,7265,7266],{"class":1052,"line":4219},[1050,7267,3730],{"class":1060},[1050,7269,7270,7272],{"class":1052,"line":4235},[1050,7271,5059],{"class":1056},[1050,7273,7274],{"class":1064}," {\n",[1050,7276,7277,7279,7282,7284,7287,7290],{"class":1052,"line":4255},[1050,7278,3541],{"class":1224},[1050,7280,7281],{"class":1228},"overall_stats",[1050,7283,1225],{"class":1224},[1050,7285,7286],{"class":1064},":",[1050,7288,7289],{"class":1060}," overall_stats",[1050,7291,2519],{"class":1064},[1050,7293,7294,7296,7299,7301,7303,7306],{"class":1052,"line":4294},[1050,7295,3541],{"class":1224},[1050,7297,7298],{"class":1228},"top_posts",[1050,7300,1225],{"class":1224},[1050,7302,7286],{"class":1064},[1050,7304,7305],{"class":1060}," top_posts",[1050,7307,2519],{"class":1064},[1050,7309,7310,7312,7315,7317,7319,7322],{"class":1052,"line":4299},[1050,7311,3541],{"class":1224},[1050,7313,7314],{"class":1228},"top_authors",[1050,7316,1225],{"class":1224},[1050,7318,7286],{"class":1064},[1050,7320,7321],{"class":1060}," top_authors",[1050,7323,2519],{"class":1064},[1050,7325,7327,7329,7332,7334,7336,7339],{"class":1052,"line":7326},63,[1050,7328,3541],{"class":1224},[1050,7330,7331],{"class":1228},"category_performance",[1050,7333,1225],{"class":1224},[1050,7335,7286],{"class":1064},[1050,7337,7338],{"class":1060}," category_performance",[1050,7340,2519],{"class":1064},[1050,7342,7344,7346,7349,7351,7353,7357,7359,7361],{"class":1052,"line":7343},64,[1050,7345,3541],{"class":1224},[1050,7347,7348],{"class":1228},"daily_trends",[1050,7350,1225],{"class":1224},[1050,7352,7286],{"class":1064},[1050,7354,7356],{"class":7355},"sa2tF"," list",[1050,7358,1215],{"class":1064},[1050,7360,7348],{"class":1178},[1050,7362,1380],{"class":1064},[1050,7364,7366],{"class":1052,"line":7365},65,[1050,7367,7368],{"class":1064},"    }\n",[1050,7370,7372],{"class":1052,"line":7371},66,[1050,7373,1149],{"emptyLinePlaceholder":1148},[1050,7375,7377],{"class":1052,"line":7376},67,[1050,7378,7379],{"class":1155},"# Content performance analysis\n",[1050,7381,7383,7385,7388],{"class":1052,"line":7382},68,[1050,7384,4962],{"class":2270},[1050,7386,7387],{"class":4965}," analyze_content_performance",[1050,7389,5323],{"class":1064},[1050,7391,7393,7395,7398],{"class":1052,"line":7392},69,[1050,7394,4984],{"class":4983},[1050,7396,7397],{"class":4987},"Analyze content performance patterns",[1050,7399,4991],{"class":4983},[1050,7401,7403],{"class":1052,"line":7402},70,[1050,7404,3730],{"class":1060},[1050,7406,7408],{"class":1052,"line":7407},71,[1050,7409,7410],{"class":1155},"    # Performance by post length\n",[1050,7412,7414,7417,7419,7421,7423,7425,7427,7429],{"class":1052,"line":7413},72,[1050,7415,7416],{"class":1060},"    length_performance ",[1050,7418,1165],{"class":1064},[1050,7420,1127],{"class":1060},[1050,7422,1065],{"class":1064},[1050,7424,1173],{"class":1172},[1050,7426,1065],{"class":1064},[1050,7428,2213],{"class":1178},[1050,7430,1271],{"class":1064},[1050,7432,7434,7437,7439,7442,7444,7446,7449,7451],{"class":1052,"line":7433},73,[1050,7435,7436],{"class":1218},"        content_length",[1050,7438,1165],{"class":1064},[1050,7440,7441],{"class":1178},"Length",[1050,7443,1215],{"class":1064},[1050,7445,1225],{"class":1224},[1050,7447,7448],{"class":1228},"content",[1050,7450,1225],{"class":1224},[1050,7452,1294],{"class":1064},[1050,7454,7456,7459,7461,7463],{"class":1052,"line":7455},74,[1050,7457,7458],{"class":1218},"        length_category",[1050,7460,1165],{"class":1064},[1050,7462,2602],{"class":1178},[1050,7464,1271],{"class":1064},[1050,7466,7468,7470,7472,7475,7477,7480,7482,7484,7486,7488,7490,7492,7495,7497],{"class":1052,"line":7467},75,[1050,7469,6254],{"class":1178},[1050,7471,1215],{"class":1064},[1050,7473,7474],{"class":1218},"content_length__lt",[1050,7476,1165],{"class":1064},[1050,7478,7479],{"class":1487},"500",[1050,7481,1082],{"class":1064},[1050,7483,2624],{"class":1218},[1050,7485,1165],{"class":1064},[1050,7487,3660],{"class":1178},[1050,7489,1215],{"class":1064},[1050,7491,1225],{"class":1224},[1050,7493,7494],{"class":1228},"Short",[1050,7496,1225],{"class":1224},[1050,7498,3489],{"class":1064},[1050,7500,7502,7504,7506,7508,7510,7513,7515,7517,7519,7521,7523,7525,7528,7530],{"class":1052,"line":7501},76,[1050,7503,6254],{"class":1178},[1050,7505,1215],{"class":1064},[1050,7507,7474],{"class":1218},[1050,7509,1165],{"class":1064},[1050,7511,7512],{"class":1487},"1500",[1050,7514,1082],{"class":1064},[1050,7516,2624],{"class":1218},[1050,7518,1165],{"class":1064},[1050,7520,3660],{"class":1178},[1050,7522,1215],{"class":1064},[1050,7524,1225],{"class":1224},[1050,7526,7527],{"class":1228},"Medium",[1050,7529,1225],{"class":1224},[1050,7531,3489],{"class":1064},[1050,7533,7535,7537,7539,7541,7543,7546,7548,7550,7552,7554,7556,7558,7561,7563],{"class":1052,"line":7534},77,[1050,7536,6254],{"class":1178},[1050,7538,1215],{"class":1064},[1050,7540,7474],{"class":1218},[1050,7542,1165],{"class":1064},[1050,7544,7545],{"class":1487},"3000",[1050,7547,1082],{"class":1064},[1050,7549,2624],{"class":1218},[1050,7551,1165],{"class":1064},[1050,7553,3660],{"class":1178},[1050,7555,1215],{"class":1064},[1050,7557,1225],{"class":1224},[1050,7559,7560],{"class":1228},"Long",[1050,7562,1225],{"class":1224},[1050,7564,3489],{"class":1064},[1050,7566,7568,7570,7572,7574,7576,7578,7581,7583],{"class":1052,"line":7567},78,[1050,7569,6282],{"class":1218},[1050,7571,1165],{"class":1064},[1050,7573,3660],{"class":1178},[1050,7575,1215],{"class":1064},[1050,7577,1225],{"class":1224},[1050,7579,7580],{"class":1228},"Very Long",[1050,7582,1225],{"class":1224},[1050,7584,1294],{"class":1064},[1050,7586,7588,7590,7592,7594,7596,7599],{"class":1052,"line":7587},79,[1050,7589,6316],{"class":1218},[1050,7591,1165],{"class":1064},[1050,7593,2968],{"class":1178},[1050,7595,1065],{"class":1064},[1050,7597,7598],{"class":1178},"CharField",[1050,7600,1182],{"class":1064},[1050,7602,7604],{"class":1052,"line":7603},80,[1050,7605,5418],{"class":1064},[1050,7607,7609,7611,7613,7615,7617,7620,7622,7624,7626],{"class":1052,"line":7608},81,[1050,7610,5091],{"class":1064},[1050,7612,2744],{"class":1178},[1050,7614,1215],{"class":1064},[1050,7616,1225],{"class":1224},[1050,7618,7619],{"class":1228},"length_category",[1050,7621,1225],{"class":1224},[1050,7623,1234],{"class":1064},[1050,7625,2213],{"class":1178},[1050,7627,1271],{"class":1064},[1050,7629,7631,7633,7635,7637,7639,7641,7643,7645],{"class":1052,"line":7630},82,[1050,7632,5131],{"class":1218},[1050,7634,1165],{"class":1064},[1050,7636,1305],{"class":1178},[1050,7638,1215],{"class":1064},[1050,7640,1225],{"class":1224},[1050,7642,1312],{"class":1228},[1050,7644,1225],{"class":1224},[1050,7646,1294],{"class":1064},[1050,7648,7650,7653,7655,7657,7659,7661,7663,7665],{"class":1052,"line":7649},83,[1050,7651,7652],{"class":1218},"        avg_comments",[1050,7654,1165],{"class":1064},[1050,7656,1305],{"class":1178},[1050,7658,1215],{"class":1064},[1050,7660,1225],{"class":1224},[1050,7662,1938],{"class":1228},[1050,7664,1225],{"class":1224},[1050,7666,1294],{"class":1064},[1050,7668,7670,7672,7674,7676,7678,7680,7682,7684],{"class":1052,"line":7669},84,[1050,7671,5112],{"class":1218},[1050,7673,1165],{"class":1064},[1050,7675,1282],{"class":1178},[1050,7677,1215],{"class":1064},[1050,7679,1225],{"class":1224},[1050,7681,1289],{"class":1228},[1050,7683,1225],{"class":1224},[1050,7685,1380],{"class":1064},[1050,7687,7689,7691,7693,7695,7697,7699,7701],{"class":1052,"line":7688},85,[1050,7690,5091],{"class":1064},[1050,7692,2441],{"class":1178},[1050,7694,1215],{"class":1064},[1050,7696,1225],{"class":1224},[1050,7698,7619],{"class":1228},[1050,7700,1225],{"class":1224},[1050,7702,1380],{"class":1064},[1050,7704,7706],{"class":1052,"line":7705},86,[1050,7707,3730],{"class":1060},[1050,7709,7711],{"class":1052,"line":7710},87,[1050,7712,7713],{"class":1155},"    # Performance by publication time\n",[1050,7715,7717,7720,7722,7724,7726,7728,7730,7732],{"class":1052,"line":7716},88,[1050,7718,7719],{"class":1060},"    time_performance ",[1050,7721,1165],{"class":1064},[1050,7723,1127],{"class":1060},[1050,7725,1065],{"class":1064},[1050,7727,1173],{"class":1172},[1050,7729,1065],{"class":1064},[1050,7731,2213],{"class":1178},[1050,7733,1271],{"class":1064},[1050,7735,7737,7740,7742,7744,7746,7748,7751,7753,7755,7757,7759,7761],{"class":1052,"line":7736},89,[1050,7738,7739],{"class":1218},"        hour",[1050,7741,1165],{"class":1064},[1050,7743,4769],{"class":1178},[1050,7745,1215],{"class":1064},[1050,7747,1225],{"class":1224},[1050,7749,7750],{"class":1228},"published_at",[1050,7752,1225],{"class":1224},[1050,7754,1082],{"class":1064},[1050,7756,3272],{"class":1224},[1050,7758,4890],{"class":1228},[1050,7760,1225],{"class":1224},[1050,7762,1294],{"class":1064},[1050,7764,7766,7769,7771,7773,7775,7777,7779,7781,7783,7785,7787,7789],{"class":1052,"line":7765},90,[1050,7767,7768],{"class":1218},"        weekday",[1050,7770,1165],{"class":1064},[1050,7772,4769],{"class":1178},[1050,7774,1215],{"class":1064},[1050,7776,1225],{"class":1224},[1050,7778,7750],{"class":1228},[1050,7780,1225],{"class":1224},[1050,7782,1082],{"class":1064},[1050,7784,3272],{"class":1224},[1050,7786,4784],{"class":1228},[1050,7788,1225],{"class":1224},[1050,7790,1380],{"class":1064},[1050,7792,7794,7796,7798,7800,7802,7804,7806,7808,7810,7812,7814,7816,7818],{"class":1052,"line":7793},91,[1050,7795,5091],{"class":1064},[1050,7797,2744],{"class":1178},[1050,7799,1215],{"class":1064},[1050,7801,1225],{"class":1224},[1050,7803,4890],{"class":1228},[1050,7805,1225],{"class":1224},[1050,7807,1082],{"class":1064},[1050,7809,3272],{"class":1224},[1050,7811,4801],{"class":1228},[1050,7813,1225],{"class":1224},[1050,7815,1234],{"class":1064},[1050,7817,2213],{"class":1178},[1050,7819,1271],{"class":1064},[1050,7821,7823,7825,7827,7829,7831,7833,7835,7837],{"class":1052,"line":7822},92,[1050,7824,5131],{"class":1218},[1050,7826,1165],{"class":1064},[1050,7828,1305],{"class":1178},[1050,7830,1215],{"class":1064},[1050,7832,1225],{"class":1224},[1050,7834,1312],{"class":1228},[1050,7836,1225],{"class":1224},[1050,7838,1294],{"class":1064},[1050,7840,7842,7844,7846,7848,7850,7852,7854,7856],{"class":1052,"line":7841},93,[1050,7843,5112],{"class":1218},[1050,7845,1165],{"class":1064},[1050,7847,1282],{"class":1178},[1050,7849,1215],{"class":1064},[1050,7851,1225],{"class":1224},[1050,7853,1289],{"class":1228},[1050,7855,1225],{"class":1224},[1050,7857,1380],{"class":1064},[1050,7859,7861,7863,7865,7867,7869,7871,7873,7875,7877,7879,7881],{"class":1052,"line":7860},94,[1050,7862,5091],{"class":1064},[1050,7864,2441],{"class":1178},[1050,7866,1215],{"class":1064},[1050,7868,1225],{"class":1224},[1050,7870,4801],{"class":1228},[1050,7872,1225],{"class":1224},[1050,7874,1082],{"class":1064},[1050,7876,3272],{"class":1224},[1050,7878,4890],{"class":1228},[1050,7880,1225],{"class":1224},[1050,7882,1380],{"class":1064},[1050,7884,7886],{"class":1052,"line":7885},95,[1050,7887,3730],{"class":1060},[1050,7889,7891],{"class":1052,"line":7890},96,[1050,7892,7893],{"class":1155},"    # Tag effectiveness\n",[1050,7895,7897,7900,7902,7905,7907,7909,7911,7913],{"class":1052,"line":7896},97,[1050,7898,7899],{"class":1060},"    tag_performance ",[1050,7901,1165],{"class":1064},[1050,7903,7904],{"class":1060}," Tag",[1050,7906,1065],{"class":1064},[1050,7908,1173],{"class":1172},[1050,7910,1065],{"class":1064},[1050,7912,2213],{"class":1178},[1050,7914,1271],{"class":1064},[1050,7916,7918,7920,7922,7924,7926,7928,7930,7932],{"class":1052,"line":7917},98,[1050,7919,5112],{"class":1218},[1050,7921,1165],{"class":1064},[1050,7923,1282],{"class":1178},[1050,7925,1215],{"class":1064},[1050,7927,1225],{"class":1224},[1050,7929,1786],{"class":1228},[1050,7931,1225],{"class":1224},[1050,7933,1294],{"class":1064},[1050,7935,7937,7939,7941,7943,7945,7947,7949,7951],{"class":1052,"line":7936},99,[1050,7938,5131],{"class":1218},[1050,7940,1165],{"class":1064},[1050,7942,1305],{"class":1178},[1050,7944,1215],{"class":1064},[1050,7946,1225],{"class":1224},[1050,7948,1825],{"class":1228},[1050,7950,1225],{"class":1224},[1050,7952,1294],{"class":1064},[1050,7954,7956,7958,7960,7962,7964,7966,7968,7970],{"class":1052,"line":7955},100,[1050,7957,5150],{"class":1218},[1050,7959,1165],{"class":1064},[1050,7961,1369],{"class":1178},[1050,7963,1215],{"class":1064},[1050,7965,1225],{"class":1224},[1050,7967,1825],{"class":1228},[1050,7969,1225],{"class":1224},[1050,7971,1380],{"class":1064},[1050,7973,7975,7977,7979,7981,7984,7986,7989,7991,7993,7995,7997,8000,8002],{"class":1052,"line":7974},101,[1050,7976,5091],{"class":1064},[1050,7978,1212],{"class":1178},[1050,7980,1215],{"class":1064},[1050,7982,7983],{"class":1218},"post_count__gte",[1050,7985,1165],{"class":1064},[1050,7987,7988],{"class":1487},"5",[1050,7990,1234],{"class":1064},[1050,7992,2441],{"class":1178},[1050,7994,1215],{"class":1064},[1050,7996,1225],{"class":1224},[1050,7998,7999],{"class":1228},"-avg_views",[1050,8001,1225],{"class":1224},[1050,8003,1380],{"class":1064},[1050,8005,8007],{"class":1052,"line":8006},102,[1050,8008,3730],{"class":1060},[1050,8010,8012,8014],{"class":1052,"line":8011},103,[1050,8013,5059],{"class":1056},[1050,8015,7274],{"class":1064},[1050,8017,8019,8021,8024,8026,8028,8030,8032,8034],{"class":1052,"line":8018},104,[1050,8020,3541],{"class":1224},[1050,8022,8023],{"class":1228},"length_performance",[1050,8025,1225],{"class":1224},[1050,8027,7286],{"class":1064},[1050,8029,7356],{"class":7355},[1050,8031,1215],{"class":1064},[1050,8033,8023],{"class":1178},[1050,8035,1294],{"class":1064},[1050,8037,8039,8041,8044,8046,8048,8050,8052,8054],{"class":1052,"line":8038},105,[1050,8040,3541],{"class":1224},[1050,8042,8043],{"class":1228},"time_performance",[1050,8045,1225],{"class":1224},[1050,8047,7286],{"class":1064},[1050,8049,7356],{"class":7355},[1050,8051,1215],{"class":1064},[1050,8053,8043],{"class":1178},[1050,8055,1294],{"class":1064},[1050,8057,8059,8061,8064,8066,8068],{"class":1052,"line":8058},106,[1050,8060,3541],{"class":1224},[1050,8062,8063],{"class":1228},"tag_performance",[1050,8065,1225],{"class":1224},[1050,8067,7286],{"class":1064},[1050,8069,8070],{"class":1060}," tag_performance\n",[1050,8072,8074],{"class":1052,"line":8073},107,[1050,8075,7368],{"class":1064},[1035,8077,8079],{"id":8078},"performance-optimization-for-aggregations","Performance Optimization for Aggregations",[1040,8081,8083],{"className":1042,"code":8082,"language":1044,"meta":1045,"style":1045},"# Efficient aggregation patterns\nclass OptimizedAnalytics:\n    \"\"\"Optimized analytics queries\"\"\"\n    \n    @staticmethod\n    def get_cached_stats(cache_key='blog_stats', timeout=3600):\n        \"\"\"Cache expensive aggregation queries\"\"\"\n        from django.core.cache import cache\n        \n        stats = cache.get(cache_key)\n        if stats is None:\n            stats = Post.objects.aggregate(\n                total_posts=Count('id'),\n                total_views=Sum('view_count'),\n                avg_views=Avg('view_count'),\n                total_authors=Count('author', distinct=True)\n            )\n            cache.set(cache_key, stats, timeout)\n        \n        return stats\n    \n    @staticmethod\n    def get_paginated_author_stats(page=1, per_page=20):\n        \"\"\"Paginated author statistics\"\"\"\n        offset = (page - 1) * per_page\n        \n        return Author.objects.annotate(\n            post_count=Count('posts'),\n            total_views=Sum('posts__view_count')\n        ).filter(\n            post_count__gt=0\n        ).order_by('-total_views')[offset:offset + per_page]\n    \n    @staticmethod\n    def get_lightweight_trends(days=30):\n        \"\"\"Lightweight trend analysis\"\"\"\n        cutoff_date = timezone.now() - timedelta(days=days)\n        \n        return Post.objects.filter(\n            created_at__gte=cutoff_date\n        ).values('created_at__date').annotate(\n            count=Count('id')\n        ).order_by('created_at__date')\n\n# Usage\nstats = OptimizedAnalytics.get_cached_stats()\nauthor_page_1 = OptimizedAnalytics.get_paginated_author_stats(page=1)\ntrends = OptimizedAnalytics.get_lightweight_trends(days=7)\n",[1047,8084,8085,8090,8101,8110,8114,8122,8156,8166,8188,8192,8213,8229,8248,8267,8286,8305,8332,8337,8362,8366,8374,8378,8384,8412,8421,8447,8451,8467,8486,8505,8513,8523,8556,8560,8566,8583,8592,8621,8625,8641,8650,8671,8690,8706,8710,8714,8729,8753],{"__ignoreMap":1045},[1050,8086,8087],{"class":1052,"line":1053},[1050,8088,8089],{"class":1155},"# Efficient aggregation patterns\n",[1050,8091,8092,8095,8099],{"class":1052,"line":1113},[1050,8093,8094],{"class":2270},"class",[1050,8096,8098],{"class":8097},"sD-vU"," OptimizedAnalytics",[1050,8100,2259],{"class":1064},[1050,8102,8103,8105,8108],{"class":1052,"line":1145},[1050,8104,4984],{"class":4983},[1050,8106,8107],{"class":4987},"Optimized analytics queries",[1050,8109,4991],{"class":4983},[1050,8111,8112],{"class":1052,"line":1152},[1050,8113,3730],{"class":1060},[1050,8115,8116,8119],{"class":1052,"line":1159},[1050,8117,8118],{"class":1064},"    @",[1050,8120,8121],{"class":7355},"staticmethod\n",[1050,8123,8124,8127,8130,8132,8135,8137,8139,8142,8144,8146,8149,8151,8154],{"class":1052,"line":1185},[1050,8125,8126],{"class":2270},"    def",[1050,8128,8129],{"class":4965}," get_cached_stats",[1050,8131,1215],{"class":1064},[1050,8133,8134],{"class":4971},"cache_key",[1050,8136,1165],{"class":1648},[1050,8138,1225],{"class":1224},[1050,8140,8141],{"class":1228},"blog_stats",[1050,8143,1225],{"class":1224},[1050,8145,1082],{"class":1064},[1050,8147,8148],{"class":4971}," timeout",[1050,8150,1165],{"class":1648},[1050,8152,8153],{"class":1487},"3600",[1050,8155,4978],{"class":1064},[1050,8157,8158,8161,8164],{"class":1052,"line":1190},[1050,8159,8160],{"class":4983},"        \"\"\"",[1050,8162,8163],{"class":4987},"Cache expensive aggregation queries",[1050,8165,4991],{"class":4983},[1050,8167,8168,8171,8173,8175,8178,8180,8183,8185],{"class":1052,"line":1196},[1050,8169,8170],{"class":1056},"        from",[1050,8172,1061],{"class":1060},[1050,8174,1065],{"class":1064},[1050,8176,8177],{"class":1060},"core",[1050,8179,1065],{"class":1064},[1050,8181,8182],{"class":1060},"cache ",[1050,8184,1076],{"class":1056},[1050,8186,8187],{"class":1060}," cache\n",[1050,8189,8190],{"class":1052,"line":1241},[1050,8191,5806],{"class":1060},[1050,8193,8194,8197,8199,8202,8204,8207,8209,8211],{"class":1052,"line":1246},[1050,8195,8196],{"class":1060},"        stats ",[1050,8198,1165],{"class":1064},[1050,8200,8201],{"class":1060}," cache",[1050,8203,1065],{"class":1064},[1050,8205,8206],{"class":1178},"get",[1050,8208,1215],{"class":1064},[1050,8210,8134],{"class":1178},[1050,8212,1380],{"class":1064},[1050,8214,8215,8218,8221,8224,8227],{"class":1052,"line":1252},[1050,8216,8217],{"class":1056},"        if",[1050,8219,8220],{"class":1060}," stats ",[1050,8222,8223],{"class":1648},"is",[1050,8225,8226],{"class":2002}," None",[1050,8228,2259],{"class":1064},[1050,8230,8231,8234,8236,8238,8240,8242,8244,8246],{"class":1052,"line":1274},[1050,8232,8233],{"class":1060},"            stats ",[1050,8235,1165],{"class":1064},[1050,8237,1127],{"class":1060},[1050,8239,1065],{"class":1064},[1050,8241,1173],{"class":1172},[1050,8243,1065],{"class":1064},[1050,8245,1268],{"class":1178},[1050,8247,1271],{"class":1064},[1050,8249,8250,8253,8255,8257,8259,8261,8263,8265],{"class":1052,"line":1297},[1050,8251,8252],{"class":1218},"                total_posts",[1050,8254,1165],{"class":1064},[1050,8256,1282],{"class":1178},[1050,8258,1215],{"class":1064},[1050,8260,1225],{"class":1224},[1050,8262,1289],{"class":1228},[1050,8264,1225],{"class":1224},[1050,8266,1294],{"class":1064},[1050,8268,8269,8272,8274,8276,8278,8280,8282,8284],{"class":1052,"line":1319},[1050,8270,8271],{"class":1218},"                total_views",[1050,8273,1165],{"class":1064},[1050,8275,1369],{"class":1178},[1050,8277,1215],{"class":1064},[1050,8279,1225],{"class":1224},[1050,8281,1312],{"class":1228},[1050,8283,1225],{"class":1224},[1050,8285,1294],{"class":1064},[1050,8287,8288,8291,8293,8295,8297,8299,8301,8303],{"class":1052,"line":1340},[1050,8289,8290],{"class":1218},"                avg_views",[1050,8292,1165],{"class":1064},[1050,8294,1305],{"class":1178},[1050,8296,1215],{"class":1064},[1050,8298,1225],{"class":1224},[1050,8300,1312],{"class":1228},[1050,8302,1225],{"class":1224},[1050,8304,1294],{"class":1064},[1050,8306,8307,8310,8312,8314,8316,8318,8320,8322,8324,8326,8328,8330],{"class":1052,"line":1361},[1050,8308,8309],{"class":1218},"                total_authors",[1050,8311,1165],{"class":1064},[1050,8313,1282],{"class":1178},[1050,8315,1215],{"class":1064},[1050,8317,1225],{"class":1224},[1050,8319,4141],{"class":1228},[1050,8321,1225],{"class":1224},[1050,8323,1082],{"class":1064},[1050,8325,1997],{"class":1218},[1050,8327,1165],{"class":1064},[1050,8329,2003],{"class":2002},[1050,8331,1380],{"class":1064},[1050,8333,8334],{"class":1052,"line":1383},[1050,8335,8336],{"class":1064},"            )\n",[1050,8338,8339,8342,8344,8347,8349,8351,8353,8356,8358,8360],{"class":1052,"line":1388},[1050,8340,8341],{"class":1060},"            cache",[1050,8343,1065],{"class":1064},[1050,8345,8346],{"class":1178},"set",[1050,8348,1215],{"class":1064},[1050,8350,8134],{"class":1178},[1050,8352,1082],{"class":1064},[1050,8354,8355],{"class":1178}," stats",[1050,8357,1082],{"class":1064},[1050,8359,8148],{"class":1178},[1050,8361,1380],{"class":1064},[1050,8363,8364],{"class":1052,"line":1394},[1050,8365,5806],{"class":1060},[1050,8367,8368,8371],{"class":1052,"line":1399},[1050,8369,8370],{"class":1056},"        return",[1050,8372,8373],{"class":1060}," stats\n",[1050,8375,8376],{"class":1052,"line":1405},[1050,8377,3730],{"class":1060},[1050,8379,8380,8382],{"class":1052,"line":1448},[1050,8381,8118],{"class":1064},[1050,8383,8121],{"class":7355},[1050,8385,8386,8388,8391,8393,8396,8398,8400,8402,8405,8407,8410],{"class":1052,"line":1453},[1050,8387,8126],{"class":2270},[1050,8389,8390],{"class":4965}," get_paginated_author_stats",[1050,8392,1215],{"class":1064},[1050,8394,8395],{"class":4971},"page",[1050,8397,1165],{"class":1648},[1050,8399,2677],{"class":1487},[1050,8401,1082],{"class":1064},[1050,8403,8404],{"class":4971}," per_page",[1050,8406,1165],{"class":1648},[1050,8408,8409],{"class":1487},"20",[1050,8411,4978],{"class":1064},[1050,8413,8414,8416,8419],{"class":1052,"line":1459},[1050,8415,8160],{"class":4983},[1050,8417,8418],{"class":4987},"Paginated author statistics",[1050,8420,4991],{"class":4983},[1050,8422,8423,8426,8428,8431,8434,8437,8440,8442,8444],{"class":1052,"line":1479},[1050,8424,8425],{"class":1060},"        offset ",[1050,8427,1165],{"class":1064},[1050,8429,8430],{"class":1064}," (",[1050,8432,8433],{"class":1060},"page ",[1050,8435,8436],{"class":1648},"-",[1050,8438,8439],{"class":1487}," 1",[1050,8441,2413],{"class":1064},[1050,8443,2431],{"class":1648},[1050,8445,8446],{"class":1060}," 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