Для расчета коэффициент кластеризации Я создал следующий запрос:
--calculate embeddedness and local_gatekepping_role_count (for two-way connections)
declare @observedUser varchar(50)
declare @clusteringCoefficient decimal(18, 7)
declare @possibleConnectionsCount int
declare @neighborConnectionsCount int
declare @rowsAffected int
SET @rowsAffected = 1;
WHILE @rowsAffected > 0
BEGIN
SELECT TOP 1 @observedUser = msisdn FROM users_in_group_91 WHERE clustering_coefficient IS NULL
SET @rowsAffected = @@ROWCOUNT
IF @rowsAffected = 0 break;
;WITH neighbors AS
(
SELECT called_party AS neighbor FROM connections_in_group_91 WHERE calling_party = @observedUser
UNION
SELECT calling_party AS neighbor FROM connections_in_group_91 WHERE called_party = @observedUser
),
possibleConnections AS
(
SELECT n1.neighbor AS user1, n2.neighbor AS user2 FROM neighbors n1 CROSS JOIN neighbors n2 WHERE n1.neighbor < n2.neighbor
)
SELECT @clusteringCoefficient = CAST(COUNT(*) AS decimal)/(SELECT COUNT(*) FROM possibleConnections) FROM possibleConnections pc INNER JOIN connections_in_group_91 c91 ON c91.calling_party = pc.user1 AND c91.called_party = pc.user2
)
UPDATE users_in_group_91 SET clustering_coefficient = @clusteringCoefficient WHERE msisdn = @observedUser
END
, который работает нормально. Поскольку было бы полезно проверить, сколько раз наблюдаемый пользователь играет роль привратника, я попытался изменить запрос выше следующим образом:
declare @observedUser varchar(50)
declare @clusteringCoefficient decimal(18, 7)
declare @gatekeepingRoleCount int
declare @possibleConnectionsCount int
declare @neighborConnectionsCount int
declare @rowsAffected int
SET @rowsAffected = 1;
WHILE @rowsAffected > 0
BEGIN
SELECT TOP 1 @observedUser = msisdn FROM users_in_group_91 WHERE clustering_coefficient IS NULL
SET @rowsAffected = @@ROWCOUNT
IF @rowsAffected = 0 break;
;WITH neighbors AS
(
SELECT called_party AS neighbor FROM connections_in_group_91 WHERE calling_party = @observedUser
UNION
SELECT calling_party AS neighbor FROM connections_in_group_91 WHERE called_party = @observedUser
),
possibleConnections AS
(
SELECT n1.neighbor AS user1, n2.neighbor AS user2 FROM neighbors n1 CROSS JOIN neighbors n2 WHERE n1.neighbor < n2.neighbor
)
SELECT @possibleConnectionsCount = COUNT(*) FROM possibleConnections
SELECT @clusteringCoefficient = CAST(COUNT(*) AS decimal)/(@possibleConnectionsCount) FROM possibleConnections pc INNER JOIN connections_in_group_91 c91 ON c91.calling_party = pc.user1 AND c91.called_party = pc.user2
SET @gatekeepingRoleCount = @possibleConnectionsCount * (1 - @clusteringCoefficient)
UPDATE users_in_group_91 SET clustering_coefficient = @clusteringCoefficient, local_gatekeeping_role_count = @gatekeepingRoleCount WHERE msisdn = @observedUser
END
но последний запрос возвращает ошибку: Сообщение 208, Уровень 16, Состояние 1, Строка 25
Неверное имя объекта 'возможное соединение'.
Кто-нибудь знает, почему невозможно запросить одно и то же выражение несколько раз таким образом и как изменить приведенный выше запрос для вычисления @clusteringCoefficient и @gatekeepingRoleCount в одном цикле?
Спасибо!