ChannelAnalysisLogic.php 20 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510
  1. <?php
  2. // 玩家日志逻
  3. namespace app\v1\logic\gameLog;
  4. use app\v1\logic\tool\ToolLogic;
  5. use plugin\saiadmin\basic\BaseLogic;
  6. use plugin\saiadmin\service\OpenSpoutWriter;
  7. use support\think\Db;
  8. use support\Request;
  9. class channelAnalysisLogic extends BaseLogic
  10. {
  11. // 分时数据
  12. public function getHourDataList($where){
  13. $params = $this->searchByAuth($where);
  14. // hour=>小时, reg_total=>注册数,cost=>消耗,pay_num=>付费总用户数,
  15. // pay_total=>付费总金额,reg_pay_num=>小时注册当天付费数,reg_pay_total=>小时注册当天付费金额
  16. // reg_pay_num_rg=>注册累计付费数,reg_pay_total_rg=>注册累计付费金额
  17. $field = "
  18. agent_id, thour as hour,
  19. SUM(reg_total) as reg_total,
  20. SUM(cost) as cost,
  21. SUM(pay_num) as pay_num,
  22. SUM(pay_total) as pay_total,
  23. SUM(reg_pay_num) as reg_pay_num,
  24. SUM(reg_pay_total) as reg_pay_total,
  25. SUM(reg_pay_num_rg) as reg_pay_num_rg,
  26. SUM(reg_pay_total_rg) as reg_pay_total_rg";
  27. $group = 'agent_id,thour';
  28. $whereSql = $this->generateWhereSql($params);
  29. // 根据日期,连表查询
  30. $tableNames = ToolLogic::getMonthlyTableNames('base_total_hour_', $where['reg_date'][0], $where['reg_date'][1]);
  31. $sqlParts = [];
  32. foreach($tableNames as $tableName){
  33. // 安全过滤,避免 SQL 注入
  34. if (!preg_match('/^base_total_hour_\\d{6}$/', $tableName)) {
  35. continue;
  36. }
  37. $sqlParts[] = "SELECT * FROM {$tableName} WHERE 1=1 {$whereSql}";
  38. }
  39. $unionSql = implode(" UNION ALL ", $sqlParts);
  40. // 外层包裹分页、排序
  41. $finalSql = "
  42. SELECT {$field} FROM ( {$unionSql} ) AS all_hour
  43. GROUP BY {$group}
  44. ";
  45. // 按小时数据
  46. $hourData = Db::connect('db_data_report')->query($finalSql);
  47. $total=[
  48. 'agent_id'=>'合计'
  49. ];
  50. // 计算小时消耗数据的 注册成本、付费率、
  51. $hourResult = [];
  52. foreach($hourData as $hourRow){
  53. $agentId = $hourRow['agent_id'];
  54. $hourKey = 'h'.intval($hourRow['hour']);
  55. if (!isset($hourResult[$agentId])) {
  56. $hourResult[$agentId] = [
  57. 'agent_id' => $agentId
  58. ];
  59. }
  60. unset($hourRow['agent_id'],$hourRow['hour']);
  61. // 注册成本
  62. $hourRow['reg_cost'] = ToolLogic::getRound($hourRow['cost'],$hourRow['reg_total']);
  63. // 付费率
  64. $hourRow['pay_rate'] = ToolLogic::getPercent($hourRow['reg_pay_num'],$hourRow['reg_total']);
  65. // 回本率
  66. $hourRow['roi'] = ToolLogic::getPercent($hourRow['reg_pay_total'],$hourRow['cost']);
  67. // 统计数据,每小时的数据
  68. $total[$hourKey]['reg_total'] = !empty($total[$hourKey]['reg_total']) ? ($total[$hourKey]['reg_total'] + $hourRow['reg_total']) : $hourRow['reg_total'];
  69. $total[$hourKey]['cost'] = !empty($total[$hourKey]['cost']) ? ($total[$hourKey]['cost'] + $hourRow['cost']) : $hourRow['cost'];
  70. $total[$hourKey]['reg_pay_total'] = !empty($total[$hourKey]['reg_pay_total']) ? ($total[$hourKey]['reg_pay_total'] + $hourRow['reg_pay_total']) : $hourRow['reg_pay_total'];
  71. $total[$hourKey]['reg_pay_num'] = !empty($total[$hourKey]['reg_pay_num']) ? ($total[$hourKey]['reg_pay_num'] + $hourRow['reg_pay_num']) : $hourRow['reg_pay_num'];
  72. $total['total_raw']['reg_total'] = !empty($total['total_raw']['reg_total']) ? ($total['total_raw']['reg_total'] + $hourRow['reg_total']) : $hourRow['reg_total'];
  73. $total['total_raw']['cost'] = !empty($total['total_raw']['cost']) ? ($total['total_raw']['cost'] + $hourRow['cost']) : $hourRow['cost'];
  74. $total['total_raw']['reg_pay_total'] = !empty($total['total_raw']['reg_pay_total']) ? ($total['total_raw']['reg_pay_total'] + $hourRow['reg_pay_total']) : $hourRow['reg_pay_total'];
  75. $total['total_raw']['reg_pay_num'] = !empty($total['total_raw']['reg_pay_num']) ? ($total['total_raw']['reg_pay_num'] + $hourRow['reg_pay_num']) : $hourRow['reg_pay_num'];
  76. $hourResult[$agentId][$hourKey] = $hourRow;
  77. }
  78. // 计算统计的注册成本、付费绿、回本率
  79. foreach ($total as $key => &$v) {
  80. if (!is_array($v)) continue; // 跳过 agent_id => 合计 等非数组元素
  81. $v['reg_cost'] = ToolLogic::getRound($v['cost'], $v['reg_total']);
  82. $v['pay_rate'] = ToolLogic::getPercent($v['reg_pay_num'], $v['reg_total']);
  83. $v['roi'] = ToolLogic::getPercent($v['reg_pay_total'], $v['cost']);
  84. }
  85. // 计算行汇总
  86. foreach ($hourResult as &$item){
  87. $item['total_raw']['cost'] = round(array_sum(array_column($item, 'cost')), 2);
  88. $item['total_raw']['reg_total'] = round(array_sum(array_column($item, 'reg_total')), 2);
  89. $item['total_raw']['reg_pay_num'] = round(array_sum(array_column($item, 'reg_pay_num')), 2);
  90. $item['total_raw']['reg'] = round(array_sum(array_column($item, 'reg')), 2);
  91. $item['total_raw']['pay_num'] = round(array_sum(array_column($item, 'pay_num')), 2);
  92. $item['total_raw']['pay'] = round(array_sum(array_column($item, 'pay')), 2);
  93. $item['total_raw']['reg_cost'] = ToolLogic::getRound($item['total_raw']['cost'], $item['total_raw']['reg'], 1);
  94. $item['total_raw']['pay_rate'] = ToolLogic::getPercent($item['total_raw']['pay_num'], $item['total_raw']['reg']);
  95. $item['total_raw']['roi'] = ToolLogic::getPercent($item['total_raw']['pay'], $item['total_raw']['cost']);
  96. }
  97. $data = array_values($hourResult);
  98. array_unshift($data, $total);
  99. return $data;
  100. }
  101. // 留存按日
  102. public function getActiveDataList($where){
  103. $params = $this->searchByAuth($where);
  104. $whereSql = $this->generateWhereSql($params);
  105. // 1. 注册数据:$regData = 按照日期,获取每日的 注册数【reg_total】分组,base_total_day_2025
  106. $baseTotalDayTableNames = ToolLogic::getYearlyTableNames('base_total_day_', $params['reg_date'][0],$params['reg_date'][1]);
  107. $baseTotalDaySqlParts = [];
  108. foreach ($baseTotalDayTableNames as $tableName){
  109. // 安全过滤,避免 SQL 注入
  110. if (!preg_match('/^base_total_day_\\d{4}$/', $tableName)) {
  111. continue;
  112. }
  113. $baseTotalDaySqlParts[] = "SELECT * FROM {$tableName} WHERE 1=1 {$whereSql}";
  114. }
  115. $unionBaseTotalDaySql = implode(" UNION ALL ", $baseTotalDaySqlParts);
  116. // 按照每日,获取=>注册数据
  117. $regData = Db::connect('db_data_report')->query("SELECT tdate, SUM('reg_total') reg_total FROM ( {$unionBaseTotalDaySql} ) AS all_base_total_day GROUP BY tdate order by tdate ");
  118. // 2. 活跃数据:$actData = 按照日期,获取每日的 活跃数 SUM(【active_total】) 活跃天数 【days】, 分组 【reg_date,days】,game_active_day_2025
  119. $gameActiveDayTableNames = ToolLogic::getYearlyTableNames('game_active_day_', $params['reg_date'][0],$params['reg_date'][1]);
  120. $gameActiveDaySqlParts = [];
  121. foreach ($gameActiveDayTableNames as $tableName){
  122. if (!preg_match('/^game_active_day_\\d{4}$/', $tableName)) {
  123. continue;
  124. }
  125. $gameActiveDaySqlParts[] = "SELECT * FROM {$tableName} WHERE 1=1 {$whereSql}";
  126. }
  127. $unionGameActiveDaySql = implode(" UNION ALL ", $gameActiveDaySqlParts);
  128. $actDataSql = "select reg_date as tdate, days, sum(active_total) as active from ({$unionGameActiveDaySql}) as all_game_active_day group by reg_date,days";
  129. // 替换日期字段, 因为game_active_day_表的日期字段是[reg_date]
  130. $actDataSql = str_replace("AND tdate", "AND reg_date", $actDataSql);
  131. // 日期、活跃天数、活跃数,按日期和活跃天数分组
  132. $actData = Db::connect('db_data_report')->query($actDataSql);
  133. $tdate = date('Y-m-d');
  134. $list = $totalData = [];
  135. // 遍历每日的注册数
  136. foreach($regData as $r){
  137. // 如果当日没有注册的话,则跳过
  138. if(!$r['reg_total']){
  139. continue;
  140. }
  141. // 注册日期
  142. $reg_date = $r['tdate'];
  143. $list[$reg_date]['tdate'] = $reg_date;
  144. // 注册数
  145. $list[$reg_date]['reg'] = $r['reg_total'];
  146. // 从注册日期 ($reg_date) 到当前日期的天数
  147. $days = (strtotime($tdate)-strtotime($reg_date))/86400;
  148. for($i=1;$i<=$days;$i++){
  149. $dayKey = 'd'.$i;
  150. // d1...dn的reg = 记录按日的注册数
  151. $totalData[$dayKey]['reg'] += $r['reg_total'];
  152. }
  153. $totalData['reg'] += $r['reg_total'];
  154. }
  155. // 遍历每日的活跃数
  156. foreach($actData as $r){
  157. // 注册日期
  158. $reg_date = $r['tdate'];
  159. // 如果日期,没有注册数/活跃数, 则跳过
  160. if(!$list[$reg_date]['reg'] || !$r['active']){
  161. continue;
  162. }
  163. // 如果活跃天数超过30天,并且活跃数不在[45,60,90,119,120]数组里面, 则跳过
  164. if($r['days']>30 && !in_array($r['days'],[45,60,90,119,120])){
  165. continue;
  166. }
  167. // 活跃天数的key
  168. $dayKey = 'd'.$r['days'];
  169. // N日留存率 = 第N天活跃数 ÷ 注册日注册数 × 100%。
  170. // $list['2025-07-23'][d1]['active']/$list['2025-07-23']['reg']
  171. // $list['2025-07-23'][d2]['active']/$list['2025-07-23']['reg']
  172. $list[$reg_date][$dayKey] = ToolLogic::getPercent($r['active'],$list[$reg_date]['reg']);
  173. // d1...dn的reg = 记录按日的活跃数
  174. $totalData[$dayKey]['active'] += $r['active'];
  175. }
  176. $total=[];
  177. foreach($totalData as $key=>$val){
  178. if($key == 'reg'){
  179. $total['reg'] = $val;
  180. } else {
  181. $total[$key] = ToolLogic::getPercent($val['active'],$val['reg']);
  182. }
  183. }
  184. $data = [
  185. 'data' => array_values($list),
  186. 'totalRow' => $total,
  187. ];
  188. return $data;
  189. }
  190. /**
  191. * @param $where
  192. * @return mixed
  193. * @description 渠道总览
  194. * 支出-> media_cost表的消耗数据
  195. * 激活(install)、注册设备(reg_dev)、注册数(reg_total)、创角数(role_create_user) -> base_total_day_2025表的数据
  196. * 注册成本-> 支出/注册数
  197. * 创角率 -> 创角数/注册数
  198. * 次留数 -> reg_date, days:1, active_total, game_active_day_2025
  199. * 次留率 -> 次留数 / reg_login_total
  200. * 次留成本 -> 支出 / 第二天的 ld_login_total
  201. * 当天付费金额 -> reg_pay_total
  202. * 总付费人数 -> pay_num
  203. * 总付费金额 -> pay_total
  204. * 付费率 -> 总付费人数 / 注册数
  205. * 当天回本率 -> 当天付费 / 支出
  206. * 累计回本率 -> 总付费 / 支出
  207. * 实际回本率 -> game_reg_pay_day_2025表的 addup_pay_amount / 支出
  208. * 7天实际回本率 -> game_reg_pay_day_2025表的 sum(addup_pay_amount) 根据注册时间 +6day, 遍历相加 / 支出
  209. * 付费成本 -> 总付费人数 / 支出
  210. * ARPU -> 付费总金额/ 付费总用户
  211. * 注册ARPU -> 注册付费金额/注册数
  212. * 老用户数 -> sum(old_login_total)
  213. * 负责人 -> 渠道负责人, 根据
  214. */
  215. public function getAgentDataList($where){
  216. $params = $this->searchByAuth($where);
  217. // 忽略0投入
  218. $igz = !empty($params['filter']) ? $params['filter'].include('igz'):false;
  219. // $filter = !empty($params['filter']) ? $params['filter'] : '';
  220. $group = !empty($params['group']) ?$params['group']:'';
  221. // 如果分组按照 游戏组ID||游戏组
  222. if($group==1 || $group==4){
  223. $type = 'game_id';
  224. }else{
  225. $type = 'agent_id';
  226. }
  227. $whereSql = $this->generateWhereSql($params);
  228. // 1.查询消耗数据, 安game_id/agent_id分组
  229. $costSql = "select {$type}, sum(money) as cost from media_cost WHERE 1=1 {$whereSql} group by {$type}";
  230. $costData = Db::connect('db_advert')->query($costSql);
  231. $costDataColumn = array_column($costData, 'cost', $type);
  232. // 2.查询按日统计数据
  233. $totalDayField = "
  234. {$type},
  235. sum(install) as install,
  236. sum(reg_pay_total) as reg_pay_total_da,
  237. sum(reg_dev) as reg_dev,
  238. sum(reg_total) as reg_total,
  239. sum(login_total) as login_total,
  240. sum(old_login_total) as old_login_total,
  241. sum(role_create_user) as role_total,
  242. sum(pay_num) as pay_num_total
  243. ";
  244. // 2. 获取基础报表数据,兼容跨年
  245. $baseData = $this->generateYearUnionList('base_total_day_',$params['reg_date'], $whereSql, $totalDayField, $type);
  246. // 3. 获取活跃数
  247. $activeWhereSql = $whereSql.' AND days = 1';
  248. $activeWhereSql = str_replace('AND tdate','AND reg_date',$activeWhereSql);
  249. $activeField = "
  250. sum(active_total) as active,
  251. game_id,
  252. agent_id";
  253. $activeData = $this->generateYearUnionList('game_active_day_', $params['reg_date'], $activeWhereSql, $activeField, $type);
  254. // 4. 注册充值统计
  255. $regPayWhereSql = $whereSql;
  256. $regPayField = "
  257. sum(addup_pay_num) as reg_pay_num,
  258. sum(addup_pay_total) as reg_pay_total,
  259. sum(addup_pay_amount) as reg_pay_amount,
  260. {$type}";
  261. $regPayWhereSql = str_replace('AND tdate','AND reg_date',$regPayWhereSql);
  262. $regPayData = $this->generateYearUnionList('game_reg_pay_day_', $params['reg_date'], $regPayWhereSql, $regPayField, $type);
  263. // 5. 7天回本
  264. $hb7dayData = $this->computedHb7days($params,$type);
  265. $hb7dayData = array_column($hb7dayData, 'reg_pay_amount_7', $type);
  266. echo '$hb7dayData';
  267. print_r($hb7dayData);
  268. if(empty($baseData)||!empty($baseData[0]['game_id'])){
  269. return [];
  270. }
  271. // 拼接总数据
  272. foreach($baseData as &$row){
  273. $typeId = $row[$type]; // type, 的取值, 这里根据分组, game_id | agent_id
  274. $cost = $costDataColumn[$typeId];
  275. $row['cost'] = $cost;
  276. // 注册成本
  277. $row['reg_cost'] = ToolLogic::getRound($cost,$row['reg_total'] ?? 0);
  278. // 创角率
  279. $row['role_per'] = ToolLogic::getRound($row['role_total'],$row['reg_total'] ?? 0);
  280. // 次留数
  281. $row['active'] = $activeData[$typeId]['active'] ?? 0;
  282. // 次留率
  283. $row['a_per'] = ToolLogic::getPercent( $activeData[$typeId]['active']??0,$row['reg_total'],1);
  284. // 次留成本
  285. $row['a_cost'] = ToolLogic::getRound($cost,$row['active'],1);
  286. // 总付费金额
  287. $row['reg_pay_total'] = $regPayData[$typeId]['reg_pay_total'] ?? 0;
  288. // 总付费人数
  289. $row['reg_pay_num'] = $regPayData[$typeId]['reg_pay_num'] ?? 0;
  290. //付费成本
  291. $row['p_cost'] = ToolLogic::getRound($row['cost'],$row['reg_pay_num']);
  292. // 付费率
  293. $row['p_per'] = ToolLogic::getPercent($row['reg_pay_num']??0,$row['reg_total'],1);
  294. // 当天回本率
  295. $row['da_per'] = ToolLogic::getPercent($row['reg_pay_total_da']??0,$row['cost'],1);
  296. // 累计回本率
  297. $row['re_per'] = (float)trim(ToolLogic::getPercent($row['reg_pay_total'],$row['cost']), "%");
  298. // 实际回本率
  299. $row['re_amount_per'] = ToolLogic::getPercent($row['reg_pay_amount']??0,$row['cost'],1);
  300. //ARPU
  301. $row['arpu'] = ToolLogic::getRound($row['reg_pay_total'],$row['reg_pay_num']);
  302. //注册ARPU
  303. $row['r_arpu'] = ToolLogic::getRound($row['reg_pay_total'],$row['reg_total']);
  304. // 7天回本率
  305. $row['re_amount_per_7'] = ToolLogic::getPercent($row['re_amount_per_7']??0,$row['cost'],1);
  306. }
  307. return $baseData;
  308. }
  309. /**
  310. * @param $where
  311. * @param $group
  312. * @return void
  313. * @description 计算7天回本率
  314. * 1. 7天的注册总充值计算出来,可以通过
  315. */
  316. public function computedHb7days($where, $type){
  317. $payDataAll = [];
  318. $dateRange = ToolLogic::getDatesBetween($where['reg_date'][0], $where['reg_date'][1]);
  319. foreach ($dateRange as $regDate){
  320. $field = "
  321. sum(addup_pay_amount) as reg_pay_amount_7,
  322. $type"; // 注册总充值
  323. $eDate = date("Y-m-d", strtotime($regDate . " +6 days"));
  324. // 如果7天后的时间,超过今天,则今天是最后一天
  325. if($eDate>date("Y-m-d")){
  326. $eDate = date("Y-m-d");
  327. }
  328. $wherePay = $where;
  329. unset($wherePay['reg_date']);
  330. $whereSql = $this->generateWhereSql($wherePay);
  331. $whereSql = "{$whereSql} AND reg_date = '{$regDate}' AND pay_date = '{$eDate}'";
  332. $payData = $this->generateYearUnionList('game_reg_pay_day_',
  333. [
  334. $regDate,
  335. $regDate
  336. ]
  337. , $whereSql, $field, $type);
  338. $payDataAll = array_merge($payDataAll, $payData);
  339. }
  340. return $payDataAll;
  341. }
  342. // 生成基础日统计表的联合查询列表
  343. public function generateYearUnionList($namePrefix, $regDate,$whereSql='',$field='*',$group=null){
  344. $tableNames = ToolLogic::getYearlyTableNames($namePrefix, $regDate[0],$regDate[1]);
  345. $sqlParts = [];
  346. foreach ($tableNames as $tableName){
  347. $sqlParts[] = "SELECT * FROM {$tableName} WHERE 1=1 {$whereSql}";
  348. }
  349. $unionSql = implode(" UNION ALL ", $sqlParts);
  350. $finalSql = "
  351. SELECT {$field} FROM ( {$unionSql} ) AS all_total_day
  352. ";
  353. if (!empty($group)) {
  354. $finalSql .= " GROUP BY {$group}";
  355. }
  356. echo $finalSql;
  357. $baseData = Db::connect('db_data_report')->query($finalSql);
  358. return $baseData;
  359. }
  360. // 生成wheresql
  361. public function generateWhereSql($params){
  362. $whereSql = "";
  363. // 游戏id
  364. if(!empty($params['game_id'])){
  365. if (is_array($params['game_id'])) {
  366. $whereSql .= " AND game_id IN(" . implode(',', $params['game_id']) . ")";
  367. } else {
  368. $whereSql .= " AND game_id = {$params['game_id']}";
  369. }
  370. }
  371. // 媒体id
  372. if(!empty($params['media_id'])){
  373. $whereSql .= " AND media_id = {$params['media_id']}";
  374. }
  375. // 渠道id
  376. if(!empty($params['agent_id'])){
  377. $whereSql .= " AND agent_id = {$params['agent_id']}";
  378. }
  379. // 广告位id
  380. if(!empty($params['site_id'])){
  381. if (is_array($params['site_id'])) {
  382. $whereSql .= " AND site_id IN(" . implode(',', $params['site_id']) . ")";
  383. } else {
  384. $whereSql .= " AND site_id = {$params['site_id']}";
  385. }
  386. }
  387. // 负责人
  388. if(!empty($params['auth_id'])){
  389. if (is_array($params['auth_id'])) {
  390. $whereSql .= " AND auth_id IN(" . implode(',', $params['auth_id']) . ")";
  391. } else {
  392. $whereSql .= " AND auth_id = {$params['auth_id']}";
  393. }
  394. }
  395. // 注册日期
  396. if(!empty($params['reg_date'])??null){
  397. $whereSql .= " AND tdate BETWEEN '{$params['reg_date'][0]}' AND '{$params['reg_date'][1]}'";
  398. }
  399. // 忽略后台录入
  400. if(!empty($params['filter'])){
  401. if(is_array($params['filter'] && $params['filter'].include('fak'))){
  402. $whereSql .= " AND add_type = 0";
  403. }
  404. }
  405. return $whereSql;
  406. }
  407. }