更新
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@@ -959,11 +959,12 @@ class ConversionLogic
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/**
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* 区间有效加粉:按企微员工聚合后,再投影到部门/成员/虚拟桶。
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*
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* 口径(对齐企微客户列表,而非原始回调条数):
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* 口径(对齐企微客户列表 / 官方「新增客户」不含继承,而非原始回调条数):
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* - 统计区间内 add_external_contact,按 (user_id, external_userid) 去重;
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* - 加粉之后、统计结束前须有 msg_audit_approved(排除未完成链路的幽灵事件);
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* - 加粉之后、统计结束前若出现 del_external_contact(客户从企微侧删除)则不计。
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* 不扣减 del_follow_user:企微客户列表中改名带「删」的客户往往仍在列表中。
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* 不扣减 del_follow_user:企微客户列表中改名带「删」的客户往往仍在列表中;
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* - 剔除继承客户:跟进人 add_way∈{201 内部成员共享, 202 管理员/负责人分配}(含在职/离职继承)。
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*
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* @param array<string, mixed>|null $mediaChannel
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* @param int[]|null $adminIds null means all active/unbound WeCom users
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@@ -986,7 +987,7 @@ class ConversionLogic
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}
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}
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$baseKey = self::requestRowsCacheKey('fans-effective-v2', [
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$baseKey = self::requestRowsCacheKey('fans-effective-v3', [
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$startTimestamp,
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$endTimestamp,
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self::mediaChannelCacheKey($mediaChannel),
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@@ -1029,6 +1030,8 @@ class ConversionLogic
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->alias('e')
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->where('e.change_type', 'add_external_contact')
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->where('e.event_time', 'between', [$startTimestamp, $endTimestamp])
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->where('e.user_id', '<>', '')
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->where('e.external_userid', '<>', '')
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->whereRaw(
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'EXISTS (SELECT 1 FROM `' . $eventTable . '` audit_e'
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. ' WHERE audit_e.user_id = e.user_id'
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@@ -1047,8 +1050,8 @@ class ConversionLogic
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. ' AND del_e.event_time <= ?)',
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['del_external_contact', $endTimestamp]
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)
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->fieldRaw('e.user_id, COUNT(DISTINCT e.external_userid) AS add_fans_count')
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->group('e.user_id');
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->field(['e.user_id', 'e.external_userid'])
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->group('e.user_id, e.external_userid');
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if ($workWechatUserIds !== null) {
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$query->whereIn('e.user_id', $workWechatUserIds);
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}
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@@ -1056,11 +1059,114 @@ class ConversionLogic
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MediaChannelService::applyExternalUserChannelFilter($query, 'e.external_userid', $mediaChannel);
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}
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self::$requestRowsCache[$cacheKey] = $query->select()->toArray();
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$pairs = $query->select()->toArray();
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$pairs = self::excludeInheritedFanPairs($pairs);
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$countsByUser = [];
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foreach ($pairs as $pair) {
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$userId = trim((string) ($pair['user_id'] ?? ''));
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if ($userId === '') {
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continue;
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}
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$countsByUser[$userId] = ($countsByUser[$userId] ?? 0) + 1;
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}
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$rows = [];
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foreach ($countsByUser as $userId => $count) {
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$rows[] = [
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'user_id' => $userId,
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'add_fans_count' => $count,
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];
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}
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self::$requestRowsCache[$cacheKey] = $rows;
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return self::$requestRowsCache[$cacheKey];
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}
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/**
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* 剔除企微「继承/分配」客户:跟进人 add_way 为 201(内部成员共享)或 202(管理员/负责人分配,含在职/离职继承)。
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* 无本地客户档案或跟进信息不含该员工时保守保留(无法判定则仍计加粉)。
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*
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* @param array<int, array<string, mixed>> $pairs
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* @return array<int, array<string, mixed>>
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*/
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private static function excludeInheritedFanPairs(array $pairs): array
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{
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if ($pairs === []) {
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return [];
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}
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$externalUserIds = [];
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foreach ($pairs as $pair) {
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$extId = trim((string) ($pair['external_userid'] ?? ''));
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if ($extId !== '') {
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$externalUserIds[$extId] = true;
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}
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}
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$externalIdList = array_keys($externalUserIds);
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if ($externalIdList === []) {
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return $pairs;
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}
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/** @var array<string, true> $inheritedKeys user_id\0external_userid */
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$inheritedKeys = [];
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foreach (array_chunk($externalIdList, 500) as $chunk) {
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$contactRows = Db::name('qywx_external_contact')
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->whereIn('external_userid', $chunk)
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->field(['external_userid', 'follow_users'])
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->select()
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->toArray();
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foreach ($contactRows as $contact) {
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$extId = trim((string) ($contact['external_userid'] ?? ''));
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if ($extId === '') {
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continue;
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}
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$followUsers = $contact['follow_users'] ?? null;
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if (\is_string($followUsers) && $followUsers !== '') {
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$decoded = json_decode($followUsers, true);
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$followUsers = \is_array($decoded) ? $decoded : [];
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}
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if (!\is_array($followUsers)) {
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continue;
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}
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foreach ($followUsers as $fu) {
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if (!\is_array($fu)) {
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continue;
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}
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$addWay = (int) ($fu['add_way'] ?? $fu['AddWay'] ?? 0);
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if ($addWay !== 201 && $addWay !== 202) {
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continue;
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}
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$followUserId = trim((string) ($fu['userid'] ?? $fu['UserId'] ?? ''));
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if ($followUserId === '') {
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continue;
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}
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$inheritedKeys[$followUserId . "\0" . $extId] = true;
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}
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}
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}
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if ($inheritedKeys === []) {
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return $pairs;
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}
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$kept = [];
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foreach ($pairs as $pair) {
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$userId = trim((string) ($pair['user_id'] ?? ''));
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$extId = trim((string) ($pair['external_userid'] ?? ''));
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if ($userId === '' || $extId === '') {
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continue;
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}
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if (isset($inheritedKeys[$userId . "\0" . $extId])) {
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continue;
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}
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$kept[] = $pair;
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}
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return $kept;
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}
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/**
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* @param string[] $userIds
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* @return array<string, array{id: int|string, name: string}>
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@@ -1625,10 +1731,13 @@ class ConversionLogic
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$entity['account_cost'] = $effectiveAccountCost;
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$entity['paid_appointment_rate'] = self::percent($paidAppointmentCount, $addFansCount);
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$entity['open_appointment_rate'] = self::percent($paidAppointmentCount, $totalOpenCount);
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// 预约率:面诊 / 预约(看预约后未到面)
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$entity['interview_rate'] = self::percent($interviewCount, $appointmentTotalCount);
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// 接诊率:接诊诊单 / 总进线(加粉);医生维度仍用面诊作分母
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$entity['receive_rate'] = self::receiveRate($completedOrderCount, $addFansCount, $interviewCount, $dimension);
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// 面诊接诊率:接诊诊单 / 面诊
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$entity['interview_receive_rate'] = self::percent($completedOrderCount, $interviewCount);
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// 面诊接诊率:面诊 / 挂号
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// 面诊率:面诊 / 挂号(看挂号后流失)
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$entity['interview_paid_rate'] = self::percent($interviewCount, $paidAppointmentCount);
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$entity['open_receive_rate'] = self::percent($completedOrderCount, $totalOpenCount);
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$entity['avg_unit_price'] = self::safeDivideMoney($completedOrderAmount, $completedOrderCount);
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@@ -2711,6 +2820,10 @@ class ConversionLogic
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return $charts;
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}
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/**
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* 接诊率:接诊诊单 ÷ 总进线(加粉)。
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* 医生维度无加粉口径时,退化为接诊诊单 ÷ 面诊。
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*/
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private static function receiveRate(int $completedOrderCount, int $addFansCount, int $interviewCount, string $dimension): float
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{
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$denominator = $dimension === 'doctor' ? $interviewCount : $addFansCount;
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