xiaoben-as2-php/protected/controllers/TeachingController.php

<?php
/**
 * Created by PhpStorm.
 * User: Administrator
 * Date: 2018/8/13
 * Time: 10:48
 */
require_once 'pData.class.php';
require_once 'pDraw.class.php';
require_once 'pImage.class.php';
require_once 'pScatter.class.php';
require_once 'IspMongo.php';

class TeachingController extends Controller
{
    public $subjectId;
    private $typeName;
    private $logicTypeName;
    private $imgArr = array();
    private $isThird = 0;

//    private $domainUrl = '';

    public function __construct()
    {
        $this->typeName = array('1' => '选择题', '11' => '不定项选择题', '5' => '填空题', '7' => '解答题', '17' => '选做解答题');

    }


    /**
     * 第三方教学宝
     * @throws CException
     */
    public function actionIndex()
    {
        set_time_limit(300);
        ini_set('memory_limit', '300M');

        $classId = Req::get("classId");
        $examId = (string)Req::get("examId");
        $force = (int)Req::get('force');
        $viewHtml = (int)Req::get('viewHtml');

        $subjectId = $this->subjectId;

        if ($viewHtml) {
            $force = 1;
        }

        if (!$examId || !is_numeric($examId)) {
            echo json_encode(array("status" => 1, "error" => "考试ID参数不正确!"));
        }

        $examObj = new Exam();
        $examInfo = $examObj->getTeachingInfo($examId);

        if (!$examInfo) {
            echo json_encode(array("status" => 1, "error" => "没有考试信息!"));
            exit;
        }

        if ($examInfo['subject_id']) {
            $this->subjectId = $examInfo['subject_id'];
        }
        $subjectId = $this->subjectId;
        $this->logicTypeName = getSubjectTopicType($subjectId);

        $pdfpath = str_replace("protected", "", Yii::app()->basePath) . $examInfo['academicr_pdf_path'];
        $pdfurl = $examInfo['academicr_pdf_path'];
        $res = array();//生成pdf命令结果
        if (strpos($examInfo['academicr_pdf_path'], 'http') !== false) {
            if (!file_get_contents($examInfo['academicr_pdf_path'])) {
                $force = 1;
            }
        } else {
            $force = 1;
        }
        //英语兼容新老标注
        $getTopicTypeRelate = $this->getTopicTypeRelate();
        $batch_subject_id = $subjectId;
        if ($batch_subject_id == 8 && $examInfo['qxk_paper_id']) {
            $batch_subject_id = 0;
        }
        if (!$examInfo['academicr_pdf_path'] || $examInfo['is_academicr_pdf'] == 0 || $force) {
//        if (!$examInfo['academicr_pdf_path'] || $examInfo['is_academicr_pdf'] == 0 || !$this->check_pdf($pdfpath) || $force) {
            //domain 域名
//            if ($subjectId == 8) {
//                if (isset($_SESSION['myDatebase'])) {
//                    $groupId = $_SESSION['myDatebase']->group_id;
//                }else{
//                    $groupId = 0;
//                }
//
//                $groupServer = new BGroupServer();
//                $this->domainUrl = $groupServer->getDomainUrl($groupId);
//            }

            $paperObj = new SPaper();
            $ptrObj = new SPaperTopicRelation();
            $ptlObj = new SPaperTopicLarge();
            $sprObj = new SStudentPaperRelation();
            $sptRsObj = new SStudentPaperTopicRs();
            $tmt = new SThirdMultiTemplate();

            $examGroupId = $examInfo['exam_group_id'];
            $arr = $tmt->getStatusByExamGroupId($examGroupId);

            if ($subjectId == 8 && $examInfo['is_third'] == 1 && !$examInfo['qxk_paper_id']) {
                $isUpload = 0;
                if ($arr) {
                    foreach ($arr as $k => $v) {
                        if ($k == 1 && $v['topic_upload'] == 1) {
                            $isUpload++;
                        } elseif ($k == 2 && $v['answer_upload'] == 1) {
                            $isUpload++;
                        }
                    }
                }

                //精品试卷不用上传试题和答案，第三方需要
                if ($examInfo['is_fine_paper'] <= 0 && $isUpload != 2) {
                    echo json_encode(array("status" => 1, "error" => "试卷试题或答案没上传!"));
                    exit();
                }
            }


            $examIds = $examObj->getExamIds($examGroupId);

            $examGroupObj = new SExamGroup();
            $isThird = $examGroupObj->getExamIsTird($examGroupId, $examId);
            $this->isThird = $isThird;

            //去除没有上传成绩的学生
            $ptrInfo = $stuIdsArr = array();
            if ($examIds) {
                $stuIdsArr = $sptRsObj->getHasScoreStu($examIds);

                $ptrInfo = $sprObj->getStudentExamInfo($examIds);
            }


            if (!$ptrInfo) {
                echo json_encode(array("status" => 1, "error" => "考试没有数据!"));
                exit();
            }

            $paperIds = array();
            foreach ($ptrInfo as $value) {
                $paperIds[$value['exam_id']] = $value['paper_id'];
            }

            //试卷总分
            $paperScore = $paperObj->getPaperScore($paperIds);

            if (!$paperScore) {
                echo json_encode(array("status" => 1, "error" => "试卷总分不正确!"));
                exit();
            }


            /**************************** 一、班级情况分析 ***********************************/
            //获取当前考试的上一次考试数据
            $cepObj = new SClassExamPrinter();
            $preInfo = $cepObj->getPreExamId($examId, $examInfo['subject_id'], $examInfo['class_id']);
            $preExamId = isset($preInfo['exam_id']) ? $preInfo['exam_id'] : '';
            $preExamGroupId = isset($preInfo['exam_group_id']) ? $preInfo['exam_group_id'] : '';

            $prePaperScore = 0;
            $preStuIdsArr = array();
            if ($preExamId) {
                $preExamIds = $examObj->getExamIds($preExamGroupId);

                //去除没有上传成绩的学生
                $prePtrInfo = array();
                if ($preExamIds) {
                    $preStuIdsArr = $sptRsObj->getHasScoreStu($preExamIds);
                    $prePtrInfo = $sprObj->getStudentExamInfo($preExamIds);
                }

                $prePaperIds = array();
                foreach ($prePtrInfo as $value) {
                    $prePaperIds[$value['exam_id']] = $value['paper_id'];
                }

                if ($prePaperIds) {
                    $prePaperScore = $paperObj->getPaperScore($prePaperIds);
                }

            } else {
                $prePtrInfo = array();
            }

            if (!$prePaperScore && $prePtrInfo) {
                echo json_encode(array("status" => 1, "error" => "试卷总分不正确!"));
                exit();
            }

            if (isset($paperIds[$examId])) {
                $paperId = $paperIds[$examId];
            } else {
                echo json_encode(array("status" => 1, "error" => "试卷id没有考试信息!"));
                exit();
            }


            //班级排名得分率人数等数据
            $classAnalyData = $this->getClassAnalyse($examId, $ptrInfo, $paperScore, $preExamId, $prePtrInfo, $prePaperScore, $stuIdsArr, $preStuIdsArr);

            //大幅进步，大幅退步,前5名和后5名
            $largeOrderData = $this->getLargeOrder($examId, $ptrInfo, $preExamId, $prePtrInfo, $stuIdsArr, $preStuIdsArr);

            $sutName = isset($largeOrderData['stu_name']) ? $largeOrderData['stu_name'] : array();
            $sutOrder = isset($largeOrderData['stu_order']) ? $largeOrderData['stu_order'] : array();


            unset($ptrInfo);
            unset($prePtrInfo);
            /**************************** 二、考试情况分析 ***********************************/

            //试卷题对应的题号，分数
            list($largeTopicType, $largeTopicMethod) = $ptlObj->getPaperLargeTopicInfo($paperId);

            list($smallTopicScore, $smallTopicNo, $topicScore, $topicNo, $topicType, $topicLogicType, $topicRelLarge, $topicRelMethod, $topicTypeRelNo, $topicRelTopicCount) = $ptrObj->getPaperTopicInfo2($paperId, $largeTopicType, $subjectId, $examInfo);
            if (!$topicScore) {
                echo json_encode(array("status" => 1, "error" => "没有试卷题数据!"));
                exit();
            }


//            // 学生得分
            $stuRs = $sptRsObj->getStudentRs($paperIds);
            if (!$stuRs) {
                echo json_encode(array("status" => 1, "error" => "没有学生做题数据!"));
                exit();
            }

//            $examAnalyData = $this->getExamAnalyse($stuRs,$topicScore,$topicNo,$paperId,$topicRelLarge);

            $typeMasterData = $this->getTopicTypeAnaly($stuRs, $topicScore, $topicNo, $paperId, $topicLogicType, $topicRelLarge, $smallTopicNo);

            //英语全学科判断
            if ($subjectId == 8 && $examInfo['qxk_paper_id']) {
                $newTopicTypeRelNo = array();
                foreach ($topicTypeRelNo as $topic_type => $topic_data) {
                    if (isset($getTopicTypeRelate[$topic_type])) {
                        $newTopicTypeRelNo[$getTopicTypeRelate[$topic_type]] = $topic_data;
                    } else {
                        $newTopicTypeRelNo[$topic_type] = $topic_data;
                    }
                }
                $topicTypeRelNo = $newTopicTypeRelNo;
            }
            //班级高频错题  统计班级得分率小于50%的题目
            $high_rate_wrong_topic = array();
            if ($typeMasterData['type_name_arr']) {
                foreach ($typeMasterData['type_name_arr'] as $large_type => $type_name) {
                    if (isset($topicTypeRelNo[$large_type])) {
                        $high_rate_wrong_topic[$large_type] = array(array(), array(), array(), array(), array());
                        foreach ($topicTypeRelNo[$large_type] as $topic_id => $topic_no) {
                            $topic_class_rate = isset($typeMasterData['topic_class_rate'][$topic_id]) ? $typeMasterData['topic_class_rate'][$topic_id] : 0;
                            if ($topic_class_rate <= 10) {
                                $high_rate_wrong_topic[$large_type][0][] = $smallTopicNo[$topic_id];
                            } elseif ($topic_class_rate > 10 && ($topic_class_rate <= 20)) {
                                $high_rate_wrong_topic[$large_type][1][] = $smallTopicNo[$topic_id];
                            } elseif ($topic_class_rate > 20 && ($topic_class_rate <= 30)) {
                                $high_rate_wrong_topic[$large_type][2][] = $smallTopicNo[$topic_id];
                            } elseif ($topic_class_rate > 30 && ($topic_class_rate <= 40)) {
                                $high_rate_wrong_topic[$large_type][3][] = $smallTopicNo[$topic_id];
                            } elseif ($topic_class_rate > 40 && ($topic_class_rate <= 50)) {
                                $high_rate_wrong_topic[$large_type][4][] = $smallTopicNo[$topic_id];
                            }


                        }
                    }
                }
            }

            $typeMasterData['high_rate_wrong_topic'] = $high_rate_wrong_topic;


            $typeRateImgUrl = array();
//            if($subjectId  == 8){
//                //题型得分率图片
//                $typeRateImgUrl = $this->getTopicTypeRateImg($typeMasterData,$examId,$paperId);
//                if(!$typeRateImgUrl){
//                    echo json_encode(array("status" => 1, "error" => "题型得分率图片未生成!"));
//                    exit();
//                }
//            }


            /**************************** 三、考点掌握情况 ***********************************/
//            15,3,5,2,6,18,13
//            $topicNo = array(
//                '10001190' => 4,
//                '10000151' => 6,
//                '10000917' => 7,
//                '10000166' => 8,
//                '10001228' => 9,
//                '10000405' => 10,
//                '10001172' => 11,
//                '10001174' => 12,
//                '10048797' => 14,
//                '10096054' => 16,
//                '10095990' => 17,
//                '10017696' => 18,
//                '10017824' => 19,
//                '10096052' => 20,
//            );

            //题信息
            $topicIds = array_keys($topicNo);
            $tplData = array();

            if ($examInfo['tpl_data']) {
                $tplData = $examInfo['tpl_data'];

                if ($tplData && !is_array($tplData)) {
                    $tplData = json_decode($tplData, true);
                }
            }

            $isNewEnglish = (isset($tplData['isNewEnglish']) && $tplData['isNewEnglish'] == 1) ? 1 : 0;
            $_params = array('isFormat' => $subjectId == 8 ? 0 : 1, 'isTird' => $isThird, 'isNewEnglish' => $isNewEnglish, 'isNoReplaceLable' => 1);

            $topicDetails = $this->apiBrainPost('/topic/batchAll', array('topicIds' => $topicIds, 'subjectId' => $batch_subject_id, 'params' => $_params), 25, true);

            unset($tplData);

//            unset($examInfo['tpl_data']);
//            if(($this->subjectId == 8 && !$isThird) || (isset($tplData['isNewEnglish']) && $tplData['isNewEnglish'] == 1 && $isThird)){
//                $topicDetails = $this->getEnglishTopic($topicIds);
////                $topicDetails = $this->getEnglishTopic(array(20001740));
//            }else{
//                $topicDetails = $this->aipost('/topic/batchAll', array('topicIds' => $topicIds));
//            }

            //获取考点名称
//            $methodName = $this->getMethodName($topicDetails);
            $methodName = array();


            $largeTopicScore = array();
            if (!$topicDetails) {
                echo json_encode(array("status" => 1, "error" => "获取接口batchALL无数据!"));
                exit();
            } elseif (isset($topicDetails['status']) && $topicDetails['status'] == 0) {
                echo json_encode(array("status" => 1, "error" => $topicDetails['error'][0]));
                exit();
            } else {
                if ($subjectId == 8) {
                    $tempDetials = array();
                    if ($examInfo['qxk_paper_id']) {
                        $topicDetails = $this->quanTopicDetail($topicDetails);
                    }

                    foreach ($topicDetails as $detail) {
                        //范文
//                        $fineArticle = $this->getFineArticle($examId,$topicLogicType);

                        //语篇
                        $keyWords = array();
                        if (isset($getTopicTypeRelate[$detail['type_id']])) {
                            $detail['type_id'] = $getTopicTypeRelate[$detail['type_id']];
                        }
                        if (in_array($detail['type_id'], array(2, 3, 4, 5))) {
                            $wordsIds = array();
                            $wordInfoArr = array();

                            if (isset($detail['key_words_levels']) && $detail['key_words_levels']) {


                                $key_words_level = $detail['key_words_levels'];
                                $class = array();
                                foreach ($key_words_level as $val) {
                                    $class[] = $val['level'];
                                }
                                array_multisort($class, SORT_DESC, $key_words_level);

                                $_new_key_words = $key_words_level;
                                $word_content = array();
                                foreach ($_new_key_words as $item) {
                                    $word_content[] = '"' . $item['name'] . '"';
                                }

                                if ($word_content) {
                                    $wordInfoArr = $this->getWord(array('content' => $word_content, 'type_id' => array(1, 2), 'core_words' => 1, 'status' => 1));

                                    $topic_word_level = array();

                                    foreach ($wordInfoArr as $word_id => $word_info) {

                                        $level = isset($word_info['levels']) ? $word_info['levels'] : 0;
                                        $topic_word_level[$word_id] = $level;

                                    }
                                    arsort($topic_word_level);

                                    foreach ($topic_word_level as $word_id => $level) {
                                        if (count($wordsIds) <= 10) {
                                            $wordsIds[] = $word_id;
                                        }
                                    }

                                }
                            }

                            if ($wordsIds) {
                                foreach ($wordsIds as $w_id) {
                                    if (isset($wordInfoArr[$w_id])) {
                                        $keyWords[] = $wordInfoArr[$w_id];
                                    }
                                }
                                $keyWords = $this->handleWordClass($keyWords);

                            }
                            unset($wordInfoArr);
                        }

                        $detail['key_words'] = $keyWords;

                        if ($examInfo['qxk_paper_id']) {
                            $detail['key_words'] = isset($detail['new_key_words']) ? $detail['new_key_words'] : array();
                        }

                        //替换序号
//                        if (in_array($detail['type_id'], array(2,4,5,6,9, 10, 11, 12, 14))) {
//                            $this->replaceTitle($detail['title'],$detail['id'],$topicRelLarge,$smallTopicNo);
//                        }
                        $detail['title'] = str_replace('&nbsp;', ' ', $detail['title']);
                        $tempDetials[(string)$detail['id']] = $detail;
                    }
                    $topicDetails = $tempDetials;
                    unset($tempDetials);

                    //大题分数
                    foreach ($topicRelLarge as $small_id => $large_id) {
                        if (!isset($largeTopicScore[$large_id])) {
                            $largeTopicScore[$large_id] = 0;
                        }
                        $largeTopicScore[$large_id] += $topicScore[$small_id];
                    }
                }
            }


            $diff_id_arr = array_diff($topicIds, array_keys($topicDetails));
            if ($diff_id_arr) {
                //todo  发送消息到补提
                echo json_encode(array("status" => 1, "error" => "没有试题内容!(" . implode(',', $diff_id_arr) . ")"));
                exit;
            }


            //1.薄弱考点统计
            //2.薄弱考点掌握较差学生名单
            //3.班级排名后25%学生的薄弱考点
            $pramas = array($smallTopicScore, $smallTopicNo, $paperId, $topicType, $topicLogicType, $topicRelLarge, $topicRelMethod, $largeTopicMethod, $sutName, $sutOrder, $methodName);
//            $methodCount = $this->getMethodCount($stuRs,$pramas);
            $methodCount = array();

            //4.考点掌握情况变化趋势


            //生成图片
//            if($subjectId  == 8){
            if (false) {
                $_classRate = array();
                $thirdExam = $cepObj->getTirdExamIds($examId, $examInfo['subject_id'], $examInfo['class_id']);
                if (count($thirdExam) > 3) {
                    $thirdExamIds = array();
                    $examTime = array();
                    foreach ($thirdExam as $value) {
                        $thirdExamIds[] = $value['exam_id'];
                        $examTime[$value['exam_id']] = $value['add_time'];
                    }

                    list($paperRelExam, $exmaRelPaper) = $paperObj->getPaperIdsByExamIds($thirdExamIds);


                    $_topicScore = array();
                    $_topicMethod = array();
                    $_stuRs = array();
                    if ($paperRelExam) {
                        $thirdPaperInfo = $ptrObj->getPaperInfos($paperRelExam);
                        foreach ($thirdPaperInfo as $item) {
                            $_topicScore[$item['topic_id']] = $item['score'];
                            $_topicMethod[$item['topic_id']] = explode(',', $item['method_ids']);
                        }

                        $_stuRs = $sptRsObj->getStudentRs($paperRelExam);
                    }

                    $_scoring = $_score = array();
                    foreach ($_stuRs as $stuId => $stuR) {
                        foreach ($stuR as $tId => $item) {
                            $pId = $item['paper_id'];
                            $eId = isset($exmaRelPaper[$pId]) ? $exmaRelPaper[$pId] : 0;

                            $eTime = isset($examTime[$eId]) ? $examTime[$eId] : 0;

                            if (!$eTime) continue;
                            $_tScore = isset($_topicScore[$tId]) ? $_topicScore[$tId] : 0;

                            if (isset($_topicMethod[$tId]) && $_topicMethod[$tId]) {
                                foreach ($_topicMethod[$tId] as $mId) {
                                    if (!$mId) {
                                        continue;
                                    }

                                    if (!isset($_scoring[$eTime])) {
                                        $_scoring[$eTime] = array();
                                    }
                                    if (!isset($_scoring[$eTime][$mId])) {
                                        $_scoring[$eTime][$mId] = 0;
                                    }
                                    $_scoring[$eTime][$mId] += $item['scoring'];

                                    if (!isset($_score[$eTime])) {
                                        $_score[$eTime] = array();
                                    }
                                    if (!isset($_score[$eTime][$mId])) {
                                        $_score[$eTime][$mId] = 0;
                                    }
                                    $_score[$eTime][$mId] += $_tScore;
                                }
                            }

                        }

                    }


                    foreach ($_scoring as $eTime => $scorings) {
                        if (!isset($_classRate[$eTime])) {
                            $_classRate[$eTime] = array();
                        }
                        foreach ($scorings as $mId => $scoring) {
                            if (isset($_score[$eTime]) && isset($_score[$eTime][$mId]) && $_score[$eTime][$mId]) {
                                $_classRate[$eTime][$mId] = round($scoring / $_score[$eTime][$mId], 4) * 100;
                            } else {
                                $_classRate[$eTime][$mId] = 0;
                            }
                        }
                    }

                }

                ksort($_classRate);

                //三次考试同一考点的得分率
                $timeMethodRate = array();
                foreach ($_classRate as $time => $rates) {
                    foreach ($rates as $mId => $rate) {
                        if (!isset($timeMethodRate[$mId])) {
                            $timeMethodRate[$mId] = array();
                        }
                        $timeMethodRate[$mId][] = $rate;
                        $timeMethodRate[$mId][] = $rate;
                        $timeMethodRate[$mId][] = $rate;
                    }
                }

                //取出符合规则的三个考点
                $rateCompare = array();
                foreach ($timeMethodRate as $mId => $rates) {
                    $rate_1 = $rates[2] - $rates[1];
                    $rate_2 = $rates[1] - $rates[0];
                    $rateCompare[$mId] = $rate_1 - $rate_2;
                }

                arsort($rateCompare);
                $rateCompare = array_slice($rateCompare, 0, 3, true);

                $timeMethodRate = array();
                foreach ($_classRate as $time => $rates) {
                    foreach ($rates as $mId => $rate) {
                        if (isset($rateCompare[$mId])) {
                            if (!isset($timeMethodRate[$mId])) {
                                $timeMethodRate[$mId] = array();
                            }
                            $timeMethodRate[$mId][] = $rate;
                        }
                    }
                }

                $imgPath = str_replace("protected", "", Yii::app()->basePath) . 'assets/temp_img/';
                $urlPath = Yii::app()->request->hostInfo . '/assets/temp_img/';
                $methodRatePath = $imgPath . $examId . "_rate.png";
                $methodRateUrl = $urlPath . $examId . "_rate.png";
                $this->imgArr[] = $methodRatePath;

                if (count($timeMethodRate) >= 3) {
                    $this->getImage($methodRatePath, $timeMethodRate);
                }

                if (!file_exists($methodRatePath)) {
//                    echo json_encode(array("status" => 1, "error" => "考点得分率图片未生成!"));
//                    exit();
                    $methodRateUrl = '';
                }
            } else {
                $methodRateUrl = '';
            }


            /**************************** 四、试卷讲评 ***********************************/
            //选择题
            $choinceIds = $this->getChoiceIds($topicType, $topicLogicType, $subjectId, $examInfo['tpl_index']);
            //试题年级和班级得分率，答对和答错人数
            $topicRateStu = $this->getTopicRateWrongPerson($stuRs, $topicScore, $paperId, $stuIdsArr, $topicRelLarge, $choinceIds, $sutName, $topicLogicType);

            $common_practice = array();
            $commonTopicDetail = array();
            if ($subjectId == 8) {
                $commonCheck = SProductSetting::model()->getCommonSetting($classId, $subjectId, 6);
                if ($commonCheck) {
                    if ($examInfo['academicr_common_practice']) {
                        $common_push_all_topics = array();
                        $common_practice = json_decode($examInfo['academicr_common_practice'], true);
                        foreach ($common_practice as $type => $cp_info) {
                            if ($type == 'min_rate_text' || $type == 'common_extra') {
                                $t_ids = _array_column($cp_info, 'topic_id');
                                $common_push_all_topics = array_merge($common_push_all_topics, $t_ids);
                            } else {
                                foreach ($cp_info as $topic_type => $t_info) {
                                    $t_ids = _array_column($t_info, 'topic_id');
                                    $common_push_all_topics = array_merge($common_push_all_topics, $t_ids);
                                }
                            }
                        }
                    } else {
                        //20211221新逻辑：学生提分宝不生成共性问题的话  教师讲案直接不生成
                        echo json_encode(array("status" => 1, "error" => "共性题未生成！"));
                        exit;
                        $common_wrong_topic = $this->getCommonPractice($topicDetails, $topicRateStu['large_topic_score'], $stuRs, $largeTopicType, $topicRateStu['large_contain_score']);

                        list($common_practice, $common_push_all_topics) = $common_wrong_topic;
                        $sql = "update exam set academicr_common_practice = '" . json_encode($common_practice) . "' where exam_id={$examId}";
                        $dbConn = Exam::model()->getDbConnection();
                        $dbConn->createCommand($sql)->execute();
                    }
                    if ($common_push_all_topics) {
                        $commonTopicDetail = $this->apiBrainPost('/topic/batchAll', array('topicIds' => array_values($common_push_all_topics), 'subjectId' => $batch_subject_id, 'params' => array('isNoReplaceLable' => 1)), 25, true);
                        if (!$commonTopicDetail) {
                            echo json_encode(array("status" => 1, "error" => "获取接口batchALL无数据!"));
                            exit();
                        } elseif (isset($commonTopicDetail['status']) && $commonTopicDetail['status'] == 0) {
                            echo json_encode(array("status" => 1, "error" => $commonTopicDetail['error'][0]));
                            exit();
                        } else {
                            $tempDetials = array();
                            if ($examInfo['qxk_paper_id']) {
                                $commonTopicDetail = $this->quanTopicDetail($commonTopicDetail);
                            }
                            foreach ($commonTopicDetail as $detail) {
                                if (isset($getTopicTypeRelate[$detail['type_id']])) {
                                    $detail['type_id'] = $getTopicTypeRelate[$detail['type_id']];
                                }
                                $tempDetials[(string)$detail['id']] = $detail;
                            }
                            $commonTopicDetail = $tempDetials;
                        }
                    }
                }

            }

//echo 111;exit;
            $topicTypeScore = array();
            if ($subjectId == 8) {
                //题型重新按照组卷顺序排序
                $new_type_name_arr = array();
                $new_high_rate_wrong_topic = array();
                $new_class_rate = array();
                $new_type_order = array_keys($topicTypeRelNo);
                if ($new_type_order) {
                    foreach ($new_type_order as $new_type) {
                        if (isset($this->logicTypeName) && isset($this->logicTypeName[$new_type]) && $this->logicTypeName[$new_type]) {
                            $new_type_name_arr[$new_type] = $this->logicTypeName[$new_type];
                        } else {
                            $new_type_name_arr[$new_type] = '';
                        }
                        if (isset($typeMasterData['high_rate_wrong_topic']) && $typeMasterData['high_rate_wrong_topic'] && isset($typeMasterData['high_rate_wrong_topic'][$new_type])) {
                            $new_high_rate_wrong_topic[$new_type] = $typeMasterData['high_rate_wrong_topic'][$new_type];
                        }
                        if (isset($typeMasterData['class_rate']) && $typeMasterData['class_rate'] && isset($typeMasterData['class_rate'][$new_type])) {
                            $new_class_rate[$new_type] = $typeMasterData['class_rate'][$new_type];
                        }
                    }
                }
                if ($new_type_name_arr) {
                    $typeMasterData['type_name_arr'] = $new_type_name_arr;
                }
                if ($new_high_rate_wrong_topic) {
                    $typeMasterData['high_rate_wrong_topic'] = $new_high_rate_wrong_topic;
                }
                if ($new_class_rate) {
                    $typeMasterData['class_rate'] = $new_class_rate;
                }

                //获取题型对应题目关系
                $typeToTopicIds = array();
                if ($topicDetails) {
                    foreach ($topicDetails as $topicIdTemp => $topicDetailTemp) {
                        if (isset($topicDetailTemp['type_id']) && $topicDetailTemp['type_id']) {
                            $typeToTopicIds[$topicDetailTemp['type_id']][] = (string)$topicIdTemp;
                        }
                    }
                }
                //增加班级题型得分表
                if ($topicTypeRelNo) {
                    foreach ($topicTypeRelNo as $typeTemp => $topicNoDataTemp) {
                        if ($topicNoDataTemp) {
                            $topicTypeScore[$typeTemp]['score'] = 0;
                            $topicTypeScore[$typeTemp]['class_score'] = 0;
                            $topicTypeScore[$typeTemp]['grade_score'] = 0;
                            $topicTypeScore[$typeTemp]['diff_score'] = 0;
                            $topicTypeScore[$typeTemp]['no'] = '';
                            $tempClassScore = $tempGradeScore = $tempClassCount = $tempGradeCount = 0;
                            $tempClassStuIds = $tempGradeStuIds = array();

                            if (isset($topicRateStu) && $topicRateStu && isset($topicRateStu['large_topic_score']) && $topicRateStu['large_topic_score']) {
                                foreach ($topicRateStu['large_topic_score'] as $stuIdTemp => $stuScoreTemp) {
                                    foreach ($stuScoreTemp as $tempTopicIdK => $tempTopicIdV) {
                                        if (isset($typeToTopicIds[$typeTemp]) && $typeToTopicIds[$typeTemp] && in_array((string)$tempTopicIdK, $typeToTopicIds[$typeTemp], true)) {
                                            if (isset($sutName[$stuIdTemp])) {//本班
                                                $tempClassScore += (isset($tempTopicIdV['scoring']) && $tempTopicIdV['scoring']) ? $tempTopicIdV['scoring'] : 0;
//                                                $tempClassCount ++;
                                                $tempClassStuIds[] = (string)$stuIdTemp;
                                            }
                                            $tempGradeScore += (isset($tempTopicIdV['scoring']) && $tempTopicIdV['scoring']) ? $tempTopicIdV['scoring'] : 0;
//                                            $tempGradeCount ++;
                                            $tempGradeStuIds[] = (string)$stuIdTemp;
                                        }
                                    }
                                }
                            }
                            if ($tempClassStuIds) {
                                $tempClassCount = count(array_unique($tempClassStuIds));
                                $topicTypeScore[$typeTemp]['class_score'] = round($tempClassScore / $tempClassCount, 1);
                            }
                            if ($tempGradeStuIds) {
                                $tempGradeCount = count(array_unique($tempGradeStuIds));
                                $topicTypeScore[$typeTemp]['grade_score'] = round($tempGradeScore / $tempGradeCount, 1);
                            }
                            $topicTypeScore[$typeTemp]['diff_score'] = round($topicTypeScore[$typeTemp]['class_score'] - $topicTypeScore[$typeTemp]['grade_score'], 1);
                            if (isset($typeToTopicIds[$typeTemp]) && $typeToTopicIds[$typeTemp]) {
                                foreach ($typeToTopicIds[$typeTemp] as $bigTopicTemp) {
                                    if (isset($largeTopicScore[$bigTopicTemp]) && $largeTopicScore[$bigTopicTemp]) {
                                        $topicTypeScore[$typeTemp]['score'] += $largeTopicScore[$bigTopicTemp];
                                    }
                                }
                            }
                            $topicNoValue = array_values($topicNoDataTemp);
                            if (count($topicNoValue) == 1) {
                                $topicTypeScore[$typeTemp]['no'] = $topicNoValue[0];
                            } else {
                                $topicTypeScore[$typeTemp]['no'] = min($topicNoValue) . '-' . max($topicNoValue);
                            }
                        }
                    }
                }
            }
            $data = array();
            $data['examInfo'] = $examInfo;
            $data['classAnalyData'] = $classAnalyData;
            $data['largeOrderData'] = $largeOrderData;
//            $data['examAnalyData'] = $examAnalyData;
            $data['typeMasterData'] = $typeMasterData;
            $data['typeRateImg'] = $typeRateImgUrl;
            $data['methodCount'] = $methodCount;
            $data['topicDetails'] = $topicDetails;
            $data['paperTopicNo'] = $topicNo;
            $data['smallTopicNo'] = $smallTopicNo;
            $data['topicTypeRelNo'] = $topicTypeRelNo;
            $data['topicRateStu'] = $topicRateStu;
            $data['methodRateUrl'] = $methodRateUrl;
            $data['subjectId'] = $subjectId;
            $data['isThird'] = $isThird;
            $data['sutName'] = $sutName;
            $data['methodName'] = $methodName;
            $data['logicTypeName'] = $this->logicTypeName;
            $data['topic_score'] = $largeTopicScore;
            $data['topic_rel_topic_count'] = $topicRelTopicCount;
            $data['common_practice'] = $common_practice;
            $data['common_topic_detail'] = $commonTopicDetail;
            $data['topicTypeScore'] = $topicTypeScore;
//echo json_encode($data);exit;
            if ($subjectId == 8) {
                $html_name = 'en_teach';
            } else {
                $html_name = 'teach';
            }

            if ($viewHtml) {
                $this->renderPartial("teaching/{$html_name}", $data);
                exit();
            } else {
                $html = $this->renderPartial("teaching/{$html_name}", $data, true);
            }
            unset($data);


            $htmlpath = str_replace("protected", "", Yii::app()->basePath) . '/upload/tmpDir/academicr/'; //存放生成的HTML路径

            $pdfpath = str_replace("protected", "", Yii::app()->basePath) . '/upload/tmpDir/academicr/' . $this->schoolId . "/"; //存放生成的PDF路径

            $pdfurl = '/upload/tmpDir/academicr/' . $this->schoolId . "/";
            if (!is_dir($htmlpath)) {
                if (!mkdir($htmlpath, 0777, true)) {
                    exit('Create directory fail: ' . $htmlpath);
                }
            }
            if (!is_dir($pdfpath)) {
                if (!mkdir($pdfpath, 0777, true)) {
                    exit('Create directory fail1: ' . $pdfpath);
                }
            }

            $htmlpath .= $examId . ".html";
            $f = fopen($htmlpath, "w");
            fwrite($f, $html);
            fclose($f);
            $htmlurl = '/upload/tmpDir/academicr/' . $examId . ".html"; //访问HTML的路径

            if (Yii::app()->basePath == "E:\wamp64\www\zsyas2\protected") {//本地的basePath
                $htmlurl = " http://local.zsyas2teaching.com" . '/' . $examId . '.html';
                $pdffname = $classId . "-" . $examId . ".pdf";
                $pdfpath = $pdfpath . $pdffname;
                $pdfurl = $pdfurl . $pdffname;
                $commond = Yii::app()->params['phantomjs'] . " "
                    . Yii::app()->params['html2pdf'] . " "
                    . " {$htmlurl}"
                    . " {$pdfpath}"
                    . " 176mm*250mm ''";
            } else {

                $server = Yii::app()->params['phantomjs_server'];
                $js = 'html2pdf.js';
                if ($subjectId == 8) {
                    $server = Yii::app()->params['phantomjs_server_en'];
                    $js = 'html2pdf_en.js';
                }

                $htmlurl = "http://" . $_SERVER['SERVER_NAME'] . $htmlurl;
                $pdffname = $classId . "-" . $examId . ".pdf";
                $pdfpath = $pdfpath . $pdffname;
                $pdfurl = $pdfurl . $pdffname;
                $commond = $server . " "
                    . Yii::app()->basePath . '/../js/' . $js . " "
                    . " {$htmlurl}"
                    . " {$pdfpath}"
                    . " 176mm*250mm ''";
            }

            exec($commond, $res, $code);
            //删除生成的图片
            $this->delCreateImgs();
            $ucloud = new HuaweiCloud();
            //上传html
            $rehtml = $examId . ".html";
            $rehtmlname = 'zsyas2/math_academicr/' . $this->schoolId . '/' . date('Y') . '/' . date('m') . '/' . date('d') . '/' . uniqid() . '.' . $rehtml;
            $uploadHtmlInfo = $ucloud->putFile($rehtmlname, $htmlpath);
            if ($uploadHtmlInfo['status'] == 0) {
                $html_url = "http://" . $_SERVER['SERVER_NAME'] . $htmlurl;
            } else {
                $html_url = $uploadHtmlInfo['url'];
                @unlink($htmlpath);
            }
            $this->sConn->createCommand()->update("exam", array("academicr_html_path" => $html_url), "exam_id = '{$examId}'");
            if (isset($res[0])) {
                $isBool = false;
                foreach ($res as $msg) {
                    if (strpos($msg, 'succeed') !== false) {
                        $isBool = true;
                    }
                }
                if ($isBool) {//命令返回成功
                    if (file_exists($pdfpath)) {
                        // $pdfurl=iconv("GBK", "UTF-8",$pdfurl);
                        $repdf = $examId . ".pdf";
                        $rename = 'zsyas2/academicr/' . $this->schoolId . '/' . date('Y') . '/' . date('m') . '/' . date('d') . '/' . uniqid() . '.' . $repdf;

                        $uploadInfo = $ucloud->putFile($rename, $pdfpath);

                        if ($uploadInfo['status'] == 0) {
                            $pdfurl = "http://" . $_SERVER['SERVER_NAME'] . $pdfurl;
                            $this->sConn->createCommand()->update("exam", array("academicr_pdf_path" => $pdfurl, "academicr_pdf_time" => time(), "is_academicr_pdf" => 1), "exam_id = '{$examId}'");

//                            if($uploadInfo['msg']){
//                                exit(json_encode(array("status" => 0, "error" => $uploadInfo['msg'])));
//                            }else{
//                                exit(json_encode(array("status" => 0, "error" => 'PDF文件上传失败')));
//                            }
                            //throw new CException("PDF文件上传失败");
                        } else {
                            $pdfurl = $uploadInfo['url'];
                            $this->sConn->createCommand()->update("exam", array("academicr_pdf_path" => $pdfurl, "academicr_pdf_time" => time(), "is_academicr_pdf" => 1), "exam_id = '{$examId}'");
                            @unlink($pdfpath);
                        }
                        @unlink($htmlpath);
                    } else {
                        $this->sConn->createCommand()->update("exam", array("academicr_pdf_path" => "", "academicr_pdf_time" => 0, "is_academicr_pdf" => 0), "exam_id = '{$examId}'");
                        @unlink($htmlpath);
                        echo json_encode(array("status" => 1, "error" => "PDF文件未找到!"));
                        exit;
                    }
                } else {
                    @unlink($htmlpath);
                    echo json_encode(array("status" => 1, "error" => "PDF创建失败!", 'exec_rs' => json_encode($res)));
                    exit;
                }
            } else {
                Curl::post(Yii::app()->params['handle_log_api'], array(
                    "exam_group_id" => (string)$examGroupId,
                    "operate_project" => 'zsyas2',
                    "school_id" => $this->schoolId,
                    "title" => '下载教师讲案',
                    "operate_account" => Yii::app()->session['coachInfo']['coach_name'],
                    "operate_method" => $this->action,
                    "operate_url" => $this->getRoute(),
                    "operate_sql" => '',
                    "operate_param" => json_encode(array('post' => array("examId" => $examId, "pdf" => array("commond" => $commond, "res" => $res, "code" => $code), "htmlurl" => $htmlurl))),

                ));
                echo json_encode(array("status" => 1, "error" => "PDF创建失败!"));
                exit;
            }

        }

        if (fileGetContents($pdfurl)) {
//        if ($this->check_pdf($pdfpath)) {
            echo json_encode(array("status" => 0, "error" => "", "is_create" => 1, 'exec_rs' => json_encode($res)));
            exit;
        } else {
            echo json_encode(array("status" => 1, "error" => "文件尚未生成!!", 'exec_rs' => json_encode($res)));
            exit;
        }

    }

    //替换序号
    private function replaceTitle(&$title, $topicId, $topicRelLarge, $smallTopicNo)
    {
//        $str = '<img src="http://zsytk2.zhixinhuixue.com/static/images/4.gif" _src="http://zsytk2.zhixinhuixue.com/static/images/4.gif" class="tiankong" data-num="3">';
        $topicNoArr = array();
        foreach ($topicRelLarge as $small_id => $large_id) {
            if ($topicId == $large_id && isset($smallTopicNo[$small_id])) {
                $topicNoArr[] = $smallTopicNo[$small_id];
            }
        }

        $imgArr = array();
        $pattern = "/<img[\s\S]*?src\s*=\s*[\"|\'](.*?)[\"|\'][\s\S]*?>/";
        preg_match_all($pattern, $title, $match);
        if (isset($match[0]) && $match[0]) {
            foreach ($match[0] as $img) {
                $pattern = "/data-num=[\"|\'](\d{0,2})[\"|\']/";
                preg_match_all($pattern, $img, $match);

                if (isset($match[0]) && isset($match[1]) && isset($match[1][0])) {
                    $imgArr[$match[1][0]] = $img;
                }
            }
        }

        if (count($imgArr) == count($topicNoArr)) {
            asort($topicNoArr);
            $searchArr = $replaceArr = array();
            foreach ($topicNoArr as $key => $no) {
                $searchArr[] = isset($imgArr[$key]) ? $imgArr[$key] : '';
                $replaceArr[] = ' (' . $no . ') ';
            }
            $title = str_replace($searchArr, $replaceArr, $title);
        }
    }


    /**
     * 精品范文
     * @return array
     */
    public function getFineArticle($examId, $topicLogicType)
    {
        $fineArticle = array();

        $studentModelEssay = new SStudentModelEssay();
        $stuRsIds = $studentModelEssay->getStuRsId($examId);

        if (!$stuRsIds) {
            return $fineArticle;
        }
        $sptr = new SStudentPaperTopicRs();
        $rsInfo = $sptr->getStuRsByIds($stuRsIds);

        if ($rsInfo) {

            foreach ($rsInfo as $v) {
                $id = $v['id'];

                $ansUrl = $v['answer_trace'];
                $topic_id = $v['topic_id'];
                $type = isset($topicLogicType[$topic_id]) ? $topicLogicType[$topic_id] : 0;

                if (!$ansUrl) {

                    $ansUrl = $v['simplify_answer_url'];
                }

                if (!$ansUrl) {

                    $ansUrl = $v['answer_url'];
                }

                $ansUrl = answer_process($this->domainUrl, $ansUrl);

                if (!isset($fineArticle[$type])) {
                    $fineArticle[$type] = array();
                }

                if ($v['answer_url']) {
                    $fineArticle[$type][$id] = $ansUrl;
                } else {
                    $fineArticle[$type][$id] = '';
                }
            }
        }

        return $fineArticle;

    }

    //获取词汇
    private function getWord($condition)
    {
        $wordsInfo = array();
//        $params = array(
//            '_id' => array('$in' => array_values($word_ids))
//        );
//
//        return IspMongo::selectMongo('english_single',$params);

        $rs = $this->apiBrainPost('/zsytk2/getIspInfo', array('condition' => $condition, 'table' => 'en_single_word', 'isAll' => 1), 25, true);

        if (isset($rs['status']) && $rs['status'] == 1 && isset($rs['data']) && $rs['data']) {
            foreach ($rs['data'] as $v) {
                $wordsInfo[$v['single_word_id']] = $v;
            }
        }


        return $wordsInfo;
    }

    private function check_pdf($pdf_path)
    {
        if (substr($pdf_path, strlen($pdf_path) - 4, 4) == ".pdf") {
            if (file_exists($pdf_path)) {
                return true;
            }
        }
        return false;
    }

    /**
     * 班级排名得分率人数等数据
     * @param $examId
     * @param $ptrInfo
     * @param $paperScore
     * @param $preExamId
     * @param $prePtrInfo
     * @param $prePaperScore
     * @return array
     */
    private function getClassAnalyse($examId, &$ptrInfo, $paperScore, $preExamId, &$prePtrInfo, $prePaperScore, &$stuIdsArr, &$preStuIdsArr)
    {
        $result = array();
        $gradePerson = $classPerson = 0;//参考人数
        $gradeAbsentPerson = $classAbsentPerson = 0;//缺考人数
        $gradeOrder = $classOrder = 0; //排名
        $gradeAvgScore = $classAvgScore = 0; //平均分
        $gradeScoreRate = $classScoreRate = 0; //得分率
        $gradeFineRate = $classFineRate = 0; //优秀率 80%
        $gradePassRate = $classPassRate = 0; //合格率 60%
        $gradeLowRate = $classLowRate = 0; //低分率 30%

        $angData = array(
            'class_num' => 0,//班级数量
            'order' => 0,
            'absent_person' => 0,
            'exam_person' => 0,
            'avg_score' => 0,
            'score_rate' => 0,
            'fine_rate' => 0,
            'pass_rate' => 0,
            'low_rate' => 0,
        );
        $result['grade'] = $result['class'] = $angData;

        $gradeScoring = $classScoring = array();
        $gradeScoringSum = array();//年级中每个考试的得分和
//        $classScoringSum = 0;//考试得分和

        $gradeStuScoringRate = $classStuScoringRate = array();//学生得分率


        foreach ($ptrInfo as $value) {
            $stuIds = isset($stuIdsArr[$value['exam_id']]) ? $stuIdsArr[$value['exam_id']] : array();
            if (!isset($gradeScoringSum[$value['exam_id']])) {
                $gradeScoringSum[$value['exam_id']] = 0;
            }
            if (inArray($value['student_id'], $stuIds)) {
                $gradeScoringSum[$value['exam_id']] += $value['scoring'];

                $gradeScoring[] = $value['scoring'];

                $gradeStuScoringRate[] = round($value['scoring'] / $paperScore, 4) * 100;

                $gradePerson++;
            }


            if (!inArray($value['student_id'], $stuIds)) {
                $gradeAbsentPerson++;
            }


//            if($examId == $value['exam_id']){
            if (strcmp($examId, $value['exam_id']) == 0) {
                if (inArray($value['student_id'], $stuIds)) {
//                    $classScoringSum += $value['scoring'];

                    $classScoring[] = $value['scoring'];

                    $classStuScoringRate[] = round($value['scoring'] / $paperScore, 4) * 100;

                    $classPerson++;
                }


                if (!inArray($value['student_id'], $stuIds)) {
                    $classAbsentPerson++;
                }

            }
        }

        unset($ptrInfo);
        $result['class']['class_num'] = count($gradeScoringSum);

        $result['grade']['exam_person'] = $gradePerson;
        $result['grade']['absent_person'] = $gradeAbsentPerson;
        $result['class']['exam_person'] = $classPerson;
        $result['class']['absent_person'] = $classAbsentPerson;

        //排名
        if ($gradeScoringSum) {
            $scoringArr = array();
            foreach ($gradeScoringSum as $eId => $scoring) {
                $stuCount = isset($stuIdsArr[$eId]) ? count($stuIdsArr[$eId]) : 0;
                if ($stuCount) {
                    $scoringArr[$eId] = round($scoring / $stuCount, 2);
                }
            }

            if (isset($scoringArr[$examId])) {
                $classOrder = $this->getOrder($scoringArr[$examId], $scoringArr);
            } else {
                $classOrder = 0;
            }

        }
        $result['class']['order'] = $classOrder;

        //平均分,得分率
        $count = count($gradeScoring);
        if ($count > 0) {
            $gradeAvgScore = round(array_sum($gradeScoring) / $count, 2);//平均分
            $gradeScoreRate = round(array_sum($gradeScoring) / ($paperScore * $count), 4) * 100;//得分率
        } else {
            $gradeAvgScore = 0;
            $gradeScoreRate = 0;
        }
        $result['grade']['avg_score'] = $gradeAvgScore;
        $result['grade']['score_rate'] = $gradeScoreRate;

        $count = count($classScoring);
        if ($count > 0) {
            $classAvgScore = round(array_sum($classScoring) / $count, 2);
            $classScoreRate = round(array_sum($classScoring) / ($paperScore * $count), 4) * 100;//得分率
        } else {
            $classAvgScore = 0;
            $classScoreRate = 0;
        }
        $result['class']['avg_score'] = $classAvgScore;
        $result['class']['score_rate'] = $classScoreRate;


        //优秀率,合格率,低分率
//            $gradeFineRate = $classFineRate = 0; //优秀率 85%
//            $gradePassRate = $classPassRate = 0; //合格率 60%
//            $gradeLowRate = $classLowRate = 0; //低分率 30%
        $tempFineNum = $tempPassNum = $tempLowNum = 0;
        $rateCount = count($gradeStuScoringRate);
        foreach ($gradeStuScoringRate as $scoringRate) {
            if ($scoringRate >= 85) {
                $tempFineNum++;
            }
            if ($scoringRate >= 60) {
                $tempPassNum++;
            }
            if ($scoringRate <= 30) {
                $tempLowNum++;
            }
        }

        $gradeFineRate = round($tempFineNum / $rateCount, 4) * 100;
        $gradePassRate = round($tempPassNum / $rateCount, 4) * 100;
        $gradeLowRate = round($tempLowNum / $rateCount, 4) * 100;

        $result['grade']['fine_rate'] = $gradeFineRate;
        $result['grade']['pass_rate'] = $gradePassRate;
        $result['grade']['low_rate'] = $gradeLowRate;

        $tempFineNum = $tempPassNum = $tempLowNum = 0;
        $rateCount = count($classStuScoringRate);
        foreach ($classStuScoringRate as $scoringRate) {
            if ($scoringRate >= 85) {
                $tempFineNum++;
            }
            if ($scoringRate >= 60) {
                $tempPassNum++;
            }
            if ($scoringRate <= 30) {
                $tempLowNum++;
            }
        }

        if ($rateCount) {
            $classFineRate = round($tempFineNum / $rateCount, 4) * 100;
            $classPassRate = round($tempPassNum / $rateCount, 4) * 100;
            $classLowRate = round($tempLowNum / $rateCount, 4) * 100;
        } else {
            $classFineRate = 0;
            $classPassRate = 0;
            $classLowRate = 0;
        }

        $result['class']['fine_rate'] = $classFineRate;
        $result['class']['pass_rate'] = $classPassRate;
        $result['class']['low_rate'] = $classLowRate;


        /**************** 提升数据 ******************/
        $result['class']['order_increase'] = 0;
        $result['class']['rate_increase'] = 0;
        $result['class']['fine_rate_increase'] = 0;


        if ($prePtrInfo) {

            $preClassStuScoringRate = array();
            $preGradeScoringSum = array();
            $preClassScoringSum = 0;
            $preClassScoring = array();

            if ($prePtrInfo) {
                foreach ($prePtrInfo as $value) {
                    $stuIds = isset($preStuIdsArr[$value['exam_id']]) ? $preStuIdsArr[$value['exam_id']] : array();
                    if (!isset($preGradeScoringSum[$value['exam_id']])) {
                        $preGradeScoringSum[$value['exam_id']] = 0;
                    }

                    if (inArray($value['student_id'], $stuIds)) {
                        $preGradeScoringSum[$value['exam_id']] += $value['scoring'];
                    }


//                    if($preExamId == $value['exam_id']){
                    if (strcmp($preExamId, $value['exam_id']) == 0) {
                        if (inArray($value['student_id'], $stuIds)) {
                            $preClassScoringSum += $value['scoring'];

                            $preClassScoring[] = $value['scoring'];
                            $preClassStuScoringRate[] = round($value['scoring'] / $prePaperScore, 4) * 100;
                        }
                    }
                }
            }

            //上一次考试排名
            if ($gradeScoringSum) {
                $scoringArr = array();
                foreach ($preGradeScoringSum as $eId => $scoring) {
                    $stuCount = isset($preStuIdsArr[$eId]) ? count($preStuIdsArr[$eId]) : 0;
                    if ($stuCount) {
                        $scoringArr[$eId] = round($scoring / $stuCount, 2);
                    }
                }

                if (isset($scoringArr[$preExamId])) {
                    $preClassOrder = $this->getOrder($scoringArr[$preExamId], $scoringArr);
                } else {
                    $preClassOrder = 0;
                }

                $result['class']['order_increase'] = -($classOrder - $preClassOrder);
            }
            $count = count($preClassScoring);
            if ($count > 0) {
                $preClassScoreRate = round(array_sum($preClassScoring) / ($prePaperScore * $count), 4) * 100;//得分率
                $result['class']['rate_increase'] = $classScoreRate - $preClassScoreRate;
            }

            $tempFineNum = 0;
            $rateCount = count($preClassStuScoringRate);
            foreach ($preClassStuScoringRate as $scoringRate) {
                if ($scoringRate >= 85) {
                    $tempFineNum++;
                }
            }
            if ($rateCount) {
                $preClassFineRate = round($tempFineNum / $rateCount, 4) * 100;
            } else {
                $preClassFineRate = 0;
            }

            $result['class']['fine_rate_increase'] = $classFineRate - $preClassFineRate;
        }

        return $result;
    }


    /**
     * 大幅进步，大幅退步,前5名和后5名
     * @param $examId
     * @param $ptrInfo
     * @param $paperScore
     * @param $preExamId
     * @param $prePtrInfo
     * @param $prePaperScore
     */
    private function getLargeOrder($examId, &$ptrInfo, $preExamId, &$prePtrInfo, &$stuIdsArr, &$preStuIdsArr)
    {
        $result = array();


        $stuOrderArr = $this->getStudentOrder($examId, $ptrInfo, $stuIdsArr);

        $diffNum = ceil(count($stuOrderArr) * 0.2);

        if ($prePtrInfo) {
            $preStuOrderArr = $this->getStudentOrder($preExamId, $prePtrInfo, $preStuIdsArr);
        } else {
            $preStuOrderArr = array();
        }

        if ($preStuOrderArr) {
            $interOrderArr = array_intersect_key($stuOrderArr, $preStuOrderArr);

            if (!$interOrderArr) {
                $interOrderArr = $stuOrderArr;
            }


        } else {
            $interOrderArr = array();
        }

        //大幅进步,退步
        $increaseArr = $reduceArr = array();
        $stuDiffOrder = array();
        if ($interOrderArr) {
            foreach ($stuOrderArr as $stuId => $order) {
                if (isset($interOrderArr[$stuId]) && isset($preStuOrderArr[$stuId])) {
                    $stuDiffOrder[$stuId] = -($order - $preStuOrderArr[$stuId]);
                } else {
                    $stuDiffOrder[$stuId] = 0;
                }
            }


            arsort($stuDiffOrder);
            foreach ($stuDiffOrder as $stuId => $num) {
                if ($num >= $diffNum) {
                    $increaseArr[] = $stuId;
                }
            }
            $increaseArr = array_slice($increaseArr, 0, 5, true);
            asort($stuDiffOrder);
            foreach ($stuDiffOrder as $stuId => $num) {
                if ($num <= -$diffNum) {
                    $reduceArr[] = $stuId;
                }
            }
            $reduceArr = array_slice($reduceArr, 0, 5, true);
        } else {
            $increaseArr = array_slice($stuOrderArr, 0, 5, true);
            $reduceArr = array();
        }

        $result['stu_diff_order'] = $stuDiffOrder;
        $result['stu_order'] = $stuOrderArr;
        $result['increase_stu'] = $increaseArr;
        $result['reduce_stu'] = $reduceArr;


        //前5名和后5名
        $font5 = $back5 = array();
        $i = 1;
        $fonrt5_order = array();
        foreach ($stuOrderArr as $stuId => $order) {
            if ($i <= 5) {
                $font5[] = $stuId;
                $fonrt5_order[] = $order;
            } else {
                break;
            }
            $i++;
        }
        $result['font_five'] = $font5;
        $i = 1;
        //删除前5排名
        $_stuOrderArr = $stuOrderArr;
        foreach ($_stuOrderArr as $k => $order) {
            if (in_array($order, $fonrt5_order)) {
                unset($_stuOrderArr[$k]);
            }
        }
        arsort($_stuOrderArr);
        foreach ($_stuOrderArr as $stuId => $order) {
            if ($i <= 5) {
                $back5[] = $stuId;
            } else {
                break;
            }
            $i++;
        }
        $result['back_five'] = $back5;


        //学生名称
        $stuInfoObj = new SStudentInfo();
        $stuName = $stuInfoObj->getStudentNames(array_keys($stuOrderArr));
        $result['stu_name'] = $stuName;
        unset($stuOrderArr);

        return $result;
    }

    /**
     * 考试情况分析
     * @param $stuRs
     * @param $topicScore
     * @param $topicNo
     * @return array
     */
    private function getExamAnalyse(&$stuRs, $paperTopicScore, $topicNo, $paperId, $topicRelLarge)
    {
        $result = array();
        $stuTopicWrong = array();//题答错人数
        $topicScoreRate = array();//题得分率


        $topicScoring = array();//题得分
        $topicScore = array();//题分

        foreach ($stuRs as $stuId => $rs) {
            foreach ($rs as $v) {
//                if($paperId == $v['paper_id']){
                if (strcmp($paperId, $v['paper_id']) == 0) {

                    if (isset($topicRelLarge[$v['topic_id']]) && $topicRelLarge[$v['topic_id']] > 0) {
                        $t_id = $topicRelLarge[$v['topic_id']];
                    } else {
                        $t_id = $v['topic_id'];
                    }

                    $t_score = isset($paperTopicScore[$t_id]) ? $paperTopicScore[$t_id] : 0;

                    if (!isset($topicScoring[$t_id])) {
                        $topicScoring[$t_id] = 0;
                    }
                    $topicScoring[$t_id] += $v['scoring'];
                    if (!isset($topicScore[$t_id])) {
                        $topicScore[$t_id] = 0;
                    }
                    $topicScore[$t_id] += $t_score;


                    if (!isset($stuTopicWrong[$t_id])) {
                        $stuTopicWrong[$t_id] = array();
                    }

                    if ($t_score != $v['scoring']) {
                        $stuTopicWrong[$t_id][] = $stuId;
                    }
                }

            }
        }

        //题得分率
        foreach ($topicScoring as $topicId => $scoring) {
            if (isset($topicScore[$topicId]) && $topicScore[$topicId] > 0) {
                $topicScoreRate[$topicId] = round($scoring / $topicScore[$topicId], 4) * 100;
            } else {
                $topicScoreRate[$topicId] = 0;
            }
        }

        unset($topicScoring);

        //答错人数
        if ($stuTopicWrong) {
            foreach ($stuTopicWrong as $key => $stuIds) {
                $stuIds = array_unique($stuIds);
                $stuTopicWrong[$key] = count($stuIds);
            }
        }

        $result['stu_topic_wrong'] = $stuTopicWrong;
        $result['topic_score_rate'] = $topicScoreRate;
        $result['topic_no'] = $topicNo;

        unset($stuTopicWrong);
        unset($topicScoreRate);
        unset($topicNo);
        unset($topicScore);

        return $result;
    }


    //题类型掌握情况
    private function getTopicTypeAnaly(&$stuRs, $topicScore, $topicNo, $paperId, $topicLogicType, $topicRelLarge, $smallTopicNo)
    {
        $result = array();
        $getTopicTypeRelate = $this->getTopicTypeRelate();
        $gradeRate = $classRate = array();//班级和年级得分率
        $stuTypeWrong = array();//题型答错人数
        $typeTopicNo = array();//题型对应的题号
        $typeMasterDegree = array();//题型掌握水平

        $typeName = $this->typeName;

        $logicTypeName = $this->logicTypeName;

        $gradeScoreArr = $classScoreArr = array();
        $gradeScoring = $classScoring = array();
        $_gradeScore = $_classScore = array();
        $_gradeScoring = $_classScoring = array();
        $typeNameArr = array();
        $allClassScore = $allClassScoring = array();
        $paperScoreSum = array();

        //优化strcmp($paperId ,$value['paper_id']) == 0
        $paperIndexArr = array();
        foreach ($stuRs as $stuId => $rs) {
            foreach ($rs as $value) {
                $paperIndexArr[$value['paper_id']] = 0;
            }
        }
        if ($paperIndexArr) {
            $paperIndexArr = array_keys($paperIndexArr);
            $paperIndexArr = array_flip($paperIndexArr);
        }
        //当前paper_id的索引
        $curPaperIndex = isset($paperIndexArr[$paperId]) ? $paperIndexArr[$paperId] : false;

        foreach ($stuRs as $stuId => $rs) {
            foreach ($rs as $k => $value) {
                $tId = $value['topic_id'];
                $t_score = isset($topicScore[$value['topic_id']]) ? $topicScore[$value['topic_id']] : 0;

                if (isset($topicLogicType[$value['topic_id']]) && $topicLogicType[$value['topic_id']] > 0) {
                    $type = $topicLogicType[$value['topic_id']];

                    if ($this->subjectId == 9) {
                        $typeArr = explode('_', $type);
                        if (count($typeArr) > 1) {
                            $type = $typeArr[0];
                        }
                    }
                    if ($this->subjectId == 8) {
                        if (isset($getTopicTypeRelate[$type])) {
                            $type = $getTopicTypeRelate[$type];
                        }
                    }
                    $typeNameArr[$type] = isset($logicTypeName[$type]) ? $logicTypeName[$type] : '';
                } else {
                    $type = $value['type'];
                    $typeNameArr[$type] = isset($typeName[$type]) ? $typeName[$type] : '';
                }

                if (!isset($gradeScoring[$type])) {
                    $gradeScoring[$type] = array();
                }
                $gradeScoring[$type][] = $value['scoring'];

                if (!isset($gradeScoreArr[$type])) {
                    $gradeScoreArr[$type] = 0;
                }
                $gradeScoreArr[$type] += $t_score;

                if (!isset($_gradeScoring[$tId])) {
                    $_gradeScoring[$tId] = 0;
                }
                $_gradeScoring[$tId] += $value['scoring'];

                if (!isset($_gradeScore[$tId])) {
                    $_gradeScore[$tId] = 0;
                }
                $_gradeScore[$tId] += $t_score;


                //当前班级
//                if(strcmp($paperId ,$value['paper_id']) == 0){
                if (isset($paperIndexArr[$value['paper_id']]) && $paperId !== false && $paperIndexArr[$value['paper_id']] == $curPaperIndex) {
                    if (!isset($classScoring[$type])) {
                        $classScoring[$type] = 0;
                    }
                    $classScoring[$type] += $value['scoring'];

                    if (!isset($classScoreArr[$type])) {
                        $classScoreArr[$type] = 0;
                    }
                    $classScoreArr[$type] += $t_score;

                    if (!isset($stuTypeWrong[$type])) {
                        $stuTypeWrong[$type] = array();
                    }
                    if (!isset($stuTypeWrong[$type][$stuId])) {
                        $stuTypeWrong[$type][$stuId] = array(
                            'scoring' => 0,
                            'score' => 0,
                        );
                    }

                    $stuTypeWrong[$type][$stuId]['scoring'] += $value['scoring'];
                    $stuTypeWrong[$type][$stuId]['score'] += $t_score;


                    if (!isset($typeTopicNo[$type])) {
                        $typeTopicNo[$type] = array();
                    }

                    //小题得分率
                    if (!isset($_classScoring[$tId])) {
                        $_classScoring[$tId] = 0;
                    }
                    $_classScoring[$tId] += $value['scoring'];

                    if (!isset($_classScore[$tId])) {
                        $_classScore[$tId] = 0;
                    }
                    $_classScore[$tId] += $t_score;


                    if (!isset($typeTopicNo[$type])) {
                        $typeTopicNo[$type] = array();
                    }

//                    if(isset($topicNo[$value['topic_id']])){
//                        $typeTopicNo[$type][] = $topicNo[$value['topic_id']];
//                    }
                }

                //所以班级
                $pId = $value['paper_id'];
                if (!isset($allClassScoring[$pId])) {
                    $allClassScoring[$pId] = array();
                }
                if (!isset($allClassScoring[$pId][$type])) {
                    $allClassScoring[$pId][$type] = 0;
                }
                $allClassScoring[$pId][$type] += $value['scoring'];

                if (!isset($allClassScore[$pId])) {
                    $allClassScore[$pId] = array();
                }
                if (!isset($allClassScore[$pId][$type])) {
                    $allClassScore[$pId][$type] = 0;
                }
                $allClassScore[$pId][$type] += $t_score;

                if (!isset($paperScoreSum[$pId])) {
                    $paperScoreSum[$pId] = 0;
                }
                $paperScoreSum[$pId] += $t_score;

            }
        }

        //年级得分率
        foreach ($gradeScoring as $type => $scorings) {
            if (isset($gradeScoreArr[$type]) && $gradeScoreArr[$type]) {
                $gradeRate[$type] = round(array_sum($scorings) / $gradeScoreArr[$type], 2) * 100;
            } else {
                $gradeRate[$type] = 0;
            }
        }

        //班级得分率
        foreach ($classScoring as $type => $scoring) {
            if (isset($classScoreArr[$type]) && $classScoreArr[$type] > 0) {
                $classRate[$type] = round($scoring / $classScoreArr[$type], 2) * 100;
            } else {
                $classRate[$type] = 0;
            }
        }

        //小题
        //年级得分率
        $_gradeRate = array();
        foreach ($_gradeScoring as $tId => $scoring) {
            if (isset($_gradeScore[$tId]) && $_gradeScore[$tId]) {
                $_gradeRate[$tId] = round($scoring / $_gradeScore[$tId], 2) * 100;
            } else {
                $_gradeRate[$tId] = 0;
            }
        }

        //班级得分率
        $_classRate = array();
        foreach ($_classScoring as $tId => $scoring) {
            if (isset($_classScore[$tId]) && $_classScore[$tId] > 0) {
                $_classRate[$tId] = round($scoring / $_classScore[$tId], 2) * 100;
            } else {
                $_classRate[$tId] = 0;
            }
        }

        //题型对应题号排序
        foreach ($typeTopicNo as $type => $nos) {
            asort($nos);
            $typeTopicNo[$type] = array_unique($nos);
        }


        //题型掌握水平: 85%包括85%以上，5星；75%-85%，包括75%，4星。65%-75%，包括65%，3星；55%-65%，包括55%，2星；55%以下1星。
        foreach ($classRate as $type => $rate) {
            if ($rate >= 85) {
                $typeMasterDegree[$type] = 5;
            } elseif ($rate < 85 && $rate >= 75) {
                $typeMasterDegree[$type] = 4;
            } elseif ($rate < 75 && $rate >= 65) {
                $typeMasterDegree[$type] = 3;
            } elseif ($rate < 65 && $rate >= 55) {
                $typeMasterDegree[$type] = 2;
            } else {
                $typeMasterDegree[$type] = 1;
            }
        }


        //所有班级得分率
        $allClassRate = array();
        foreach ($allClassScoring as $pId => $scoringArr) {
            foreach ($scoringArr as $type => $scoring) {
                if (isset($allClassScore[$pId]) && isset($allClassScore[$pId][$type]) && $allClassScore[$pId][$type] > 0) {
                    $allClassRate[$pId][$type] = round($scoring / $allClassScore[$pId][$type], 4) * 100;
                } else {
                    $allClassRate[$pId][$type] = 0;
                }
            }
        }

        //班级题型/试卷总分
        $typePaperRate = array();
        foreach ($allClassScoring as $pId => $scoringArr) {
            foreach ($scoringArr as $type => $scoring) {
                $paperScore = isset($paperScoreSum[$pId]) ? $paperScoreSum[$pId] : 0;

                if ($paperScore > 0) {
                    $typePaperRate[$pId][$type] = round($scoring / $paperScore, 4) * 100;
                } else {
                    $typePaperRate[$pId][$type] = 0;
                }
            }
        }

        //题型答错人数
        foreach ($stuTypeWrong as $type => $stuScore) {
            $wrongNum = 0;
            foreach ($stuScore as $stuId => $score) {
                if ($score['score'] != $score['scoring']) {
                    $wrongNum++;
                }
            }
            $stuTypeWrong[$type] = $wrongNum;
        }


        $result['class_rate'] = $classRate;
        $result['grade_rate'] = $gradeRate;
        $result['all_class_rate'] = $allClassRate;
        $result['type_paper_rate'] = $typePaperRate;
        $result['stu_type_wrong'] = $stuTypeWrong;
        $result['type_topic_no'] = $typeTopicNo;
        $result['type_master_degree'] = $typeMasterDegree;
        $result['type_name_arr'] = $typeNameArr;
        $result['topic_grade_rate'] = $_gradeRate;
        $result['topic_class_rate'] = $_classRate;

        return $result;
    }

    /**
     * 试题年级和班级得分率，答对和答错人数
     * @param $stuRs
     * @param $topicScore
     * @param $paperId
     * @return array
     */
    public function getTopicRateWrongPerson(&$stuRs, $topicScore, $paperId, &$stuIdsArr, $topicRelLarge, $choinceIds, $sutName, $topicLogicType)
    {
        $gradeRate = $classRate = array();//班级和年级得分率
        $wrongStu = $rightStu = array();//答对答错人数
        $isChoiceTopic = array();

        $stuNormalIds = array();
        foreach ($stuIdsArr as $stuIds) {
            foreach ($stuIds as $stuId) {
                $stuNormalIds[$stuId] = 0;
            }
        }

        $gradeScoring = $classScoring = array();
        $gradeScore = $classScore = array();

        $doneTopicNum = array();//每题做题总人数

        $stuScoring = $stuScore = array();
        $classTopicScoring = array();//班级题得分
        $choiceTopicWrong = array();//单选题答错统计
        $stuLargeTopicScore = array();//学生大题得分统计
        $largeContainScore = array();
        $readingTopicIds = array();
        $readingWrongStu = array();

        //优化strcmp($paperId ,$value['paper_id']) == 0
        $paperIndexArr = array();
        foreach ($stuRs as $stuId => $rs) {
            foreach ($rs as $value) {
                $paperIndexArr[$value['paper_id']] = 0;
            }
        }
        if ($paperIndexArr) {
            $paperIndexArr = array_keys($paperIndexArr);
            $paperIndexArr = array_flip($paperIndexArr);
        }
        //当前paper_id的索引
        $curPaperIndex = isset($paperIndexArr[$paperId]) ? $paperIndexArr[$paperId] : false;

        //阅读理解选项显示答错学生姓名
        foreach ($topicLogicType as $tId => $logicType) {
            if ($logicType == 3 || $logicType == 42) {
                $readingTopicIds[] = $tId;
            }
        }


        foreach ($stuRs as $stuId => $rs) {
            if (!isset($stuNormalIds[$stuId])) {
                continue;
            }

            foreach ($rs as $k => $value) {
                if (isset($topicRelLarge[$value['topic_id']]) && $topicRelLarge[$value['topic_id']] > 0) {
                    $t_id = $topicRelLarge[$value['topic_id']];
                } else {
                    $t_id = $value['topic_id'];
                }
                if (!isset($largeContainScore[$t_id])) {
                    $largeContainScore[$t_id] = array();
                }
                $largeContainScore[$t_id][$value['topic_id']] = $topicScore[$value['topic_id']];
                if (!isset($stuLargeTopicScore[$stuId][$t_id])) {
                    $stuLargeTopicScore[$stuId][$t_id] = array('scoring' => 0, 'score' => 0);
                }
                $stuLargeTopicScore[$stuId][$t_id]['scoring'] += $value['scoring'];
                $stuLargeTopicScore[$stuId][$t_id]['score'] += $topicScore[$value['topic_id']];

                $t_score = isset($topicScore[$value['topic_id']]) ? $topicScore[$value['topic_id']] : 0;

                if (!isset($gradeScoring[$t_id])) {
                    $gradeScoring[$t_id] = 0;
                }
                $gradeScoring[$t_id] += $value['scoring'];
                if (!isset($gradeScore[$t_id])) {
                    $gradeScore[$t_id] = 0;
                }
                $gradeScore[$t_id] += $t_score;


//                if(strcmp($paperId,$value['paper_id']) == 0){
                if (isset($paperIndexArr[$value['paper_id']]) && $paperId !== false && $paperIndexArr[$value['paper_id']] == $curPaperIndex) {
                    if (!isset($classScoring[$t_id])) {
                        $classScoring[$t_id] = 0;
                    }
                    $classScoring[$t_id] += $value['scoring'];
                    if (!isset($classScore[$t_id])) {
                        $classScore[$t_id] = 0;
                    }
                    $classScore[$t_id] += $t_score;

                    if (!isset($wrongStu[$t_id])) {
                        $wrongStu[$t_id] = array();
                    }

//                    if($t_score != $value['scoring']){
//                        $wrongStu[$t_id][] = $stuId;
//                    }
                    if (!isset($doneTopicNum[$t_id])) {
                        $doneTopicNum[$t_id] = array();
                    }
                    $doneTopicNum[$t_id][] = $stuId;

                    //学生得分率
                    if (!isset($stuScoring[$stuId])) {
                        $stuScoring[$stuId] = array();
                    }
                    if (!isset($stuScoring[$stuId][$t_id])) {
                        $stuScoring[$stuId][$t_id] = 0;
                    }
                    $stuScoring[$stuId][$t_id] += $value['scoring'];

                    if (!isset($stuScore[$stuId])) {
                        $stuScore[$stuId] = array();
                    }
                    if (!isset($stuScore[$stuId][$t_id])) {
                        $stuScore[$stuId][$t_id] = 0;
                    }
                    $stuScore[$stuId][$t_id] += $t_score;

                    //班级平均得分
                    if (!isset($classTopicScoring[$t_id])) {
                        $classTopicScoring[$t_id] = array();
                    }
                    $classTopicScoring[$t_id][] = $value['scoring'];

                    //统计单选题答错人数
                    if (isset($topicLogicType[$t_id]) && $topicLogicType[$t_id] == 1) {
                        if ($value['is_right'] != 1 && in_array($value['answer'], array('A', 'B', 'C', 'D', 'E'))) {
                            if (!isset($choiceTopicWrong[$t_id])) {
                                $choiceTopicWrong[$t_id] = array();
                            }
                            if (!isset($choiceTopicWrong[$t_id][$value['answer']])) {
                                $choiceTopicWrong[$t_id][$value['answer']] = 0;
                            }
                            $choiceTopicWrong[$t_id][$value['answer']]++;
                        }
                    }
                }

                if (in_array($value['topic_id'], $readingTopicIds)) {
                    if (empty($value['is_right']) && $value['answer']) {
                        if (!isset($readingWrongStu[$value['topic_id']])) {
                            $readingWrongStu[$value['topic_id']][$value['answer']] = array();
                        }
                        if (isset($sutName[$stuId])) {
                            $readingWrongStu[$value['topic_id']][$value['answer']][] = $sutName[$stuId];
                        }
                    }
                }
            }

        }

        //年级得分率
        foreach ($gradeScoring as $tId => $scorings) {
            if (isset($gradeScore[$tId]) && $gradeScore[$tId] > 0) {
                $gradeRate[$tId] = round($scorings / $gradeScore[$tId], 4) * 100;
            } else {
                $gradeRate[$tId] = 0;
            }
        }
        //班级得分率
        foreach ($classScoring as $tId => $scoring) {
            if (isset($classScore[$tId]) && $classScore[$tId] > 0) {
                $classRate[$tId] = round($scoring / $classScore[$tId], 4) * 100;
            } else {
                $classRate[$tId] = 0;
            }
        }

        //答错人数

        foreach ($stuScore as $stuId => $tScores) {
            if (isset($stuScoring[$stuId])) {
                foreach ($tScores as $tId => $score) {
                    $_scoring = isset($stuScoring[$stuId][$tId]) ? $stuScoring[$stuId][$tId] : 0;
                    if ($score != $_scoring) {
                        $wrongStu[$tId][] = $stuId;
                    }
                }
            }
        }

        if ($wrongStu) {
            foreach ($wrongStu as $key => $stuIds) {
                $stuIds = array_unique($stuIds);
                $wrongStu[$key] = count($stuIds);

                if (isset($doneTopicNum[$key])) {
                    $_stuIds = array_unique($doneTopicNum[$key]);
                    $rightStu[$key] = count($_stuIds) - $wrongStu[$key];
                }
            }
        }

        //题得分率低于70%的学
        $rateLess70 = array();
        if ($stuScoring) {
            foreach ($stuScoring as $stuId => $tScoring) {
                $stuScoreArr = isset($stuScore[$stuId]) ? $stuScore[$stuId] : array();
                foreach ($tScoring as $tId => $scoring) {
                    if (!isset($rateLess70[$tId])) {
                        $rateLess70[$tId] = array();
                    }

                    if (isset($stuScoreArr[$tId]) && $stuScoreArr[$tId] > 0) {
                        $tempRate = round($scoring / $stuScoreArr[$tId], 4) * 100;
                    } else {
                        $tempRate = 0;
                    }
                    if (inArray($tId, $choinceIds)) {
                        if ($tempRate < 100 && !inArray($stuId, $rateLess70[$tId])) {
                            $rateLess70[$tId][] = $stuId;
                        }
                        $isChoiceTopic[] = $tId;
                    } else {
                        if ($tempRate < 70 && !inArray($stuId, $rateLess70[$tId])) {
                            $rateLess70[$tId][] = $stuId;
                        }
                    }

                }
            }
        }

        foreach ($rateLess70 as $tId => $stuIds) {
            $nameArr = array();
            foreach ($stuIds as $stuId) {
                $nameArr[] = isset($sutName[$stuId]) ? $sutName[$stuId] : '';
            }
            $rateLess70[$tId] = implode('、', $nameArr);
        }

        //大题对应的小题个数
        $large_rel_count = array();
        foreach ($topicRelLarge as $tId => $ltId) {
            if (!isset($large_rel_count[$ltId])) {
                $large_rel_count[$ltId] = 0;
            }
            $large_rel_count[$ltId]++;
        }
        //班级平均分
        $classTopicAvg = array();
        foreach ($classTopicScoring as $tId => $scorings) {
            if ($scorings) {
                $classTopicAvg[$tId] = round(array_sum($scorings) / (count($scorings) / $large_rel_count[$tId]), 2);
            } else {
                $classTopicAvg[$tId] = 0;
            }
        }
        unset($classTopicScoring);
        //低于班级平均分
        $rateLessAvg = array();
        if ($stuScoring) {
            foreach ($stuScoring as $stuId => $tScoring) {
                foreach ($tScoring as $tId => $scoring) {
                    if (!isset($rateLessAvg[$tId])) {
                        $rateLessAvg[$tId] = array();
                    }

                    if (isset($classTopicAvg[$tId]) && $scoring < $classTopicAvg[$tId]) {
                        $rateLessAvg[$tId][$stuId] = $scoring;
                    }
                }
            }
        }
        foreach ($rateLessAvg as $tId => $stuScoring) {
            if ($stuScoring) {
                asort($stuScoring);
                $nameArr = array();
                foreach ($stuScoring as $stuId => $scoring) {
                    $nameArr[] = isset($sutName[$stuId]) ? $sutName[$stuId] : '';
                }
                $rateLessAvg[$tId] = implode('、', $nameArr);
            } else {
                $rateLessAvg[$tId] = '';
            }
        }

        foreach ($readingWrongStu as $tId => $val) {
            foreach ($val as $option => $stuArr) {
                $readingWrongStu[$tId][$option] = implode('、', $stuArr);
            }
        }


        $result = array();
        $result['grade_rate'] = $gradeRate;
        $result['class_rate'] = $classRate;
        $result['wrong_stu'] = $wrongStu;
        $result['right_stu'] = $rightStu;
        $result['rate_less_70'] = $rateLess70;
        $result['rate_less_avg'] = $rateLessAvg;
        $result['is_choice_topic'] = $isChoiceTopic;
        $result['choice_topic_wrong'] = $choiceTopicWrong;
        $result['large_topic_score'] = $stuLargeTopicScore;
        $result['large_contain_score'] = $largeContainScore;
        $result['reading_wrong_stu'] = $readingWrongStu;


        $gradeScoring = $classScoring = array();
        $gradeScore = $classScore = array();

        $doneTopicNum = array();//每题做题总人数


        unset($gradeScoring);
        unset($classScoring);
        unset($gradeScore);
        unset($classScore);
        unset($doneTopicNum);
        unset($stuScoring);
        unset($stuScore);

        return $result;
    }

    /**
     * 获取学生排名
     * @param $examId
     * @param $ptrInfo
     * @return array
     */
    private function getStudentOrder($examId, &$ptrInfo, &$stuIdsArr)
    {
        $stuOrderArr = array();
        $stuScoring = array();
        foreach ($ptrInfo as $value) {
//            if($examId == $value['exam_id']){
            if (strcmp($examId, $value['exam_id']) == 0) {
                $stuIds = isset($stuIdsArr[$value['exam_id']]) ? $stuIdsArr[$value['exam_id']] : array();
                if (inArray($value['student_id'], $stuIds)) {
                    $stuScoring[$value['student_id']] = $value['scoring'];
                }
            }
        }

        $scoringArr = array_values($stuScoring);

        foreach ($stuScoring as $stuId => $scoring) {
            $stuOrderArr[$stuId] = $this->getOrder($scoring, $scoringArr);
        }
        if ($stuOrderArr) {
            asort($stuOrderArr);
        }

        return $stuOrderArr;
    }

    /**
     * 获取排名
     * @param $ele
     * @param $arr
     * @return false|int|string
     */
    private function getOrder($ele, $arr)
    {
        $orderRs = 0;
        if ($arr) {
            arsort($arr);
            $arr = array_values($arr);
            $index = array_search($ele, $arr);

            $orderRs = $index + 1;
        }

        return $orderRs;
    }

    /**
     * 整理题详情
     * @param $allApiInfo
     * @return mixed
     * @throws CException
     */
    public function getTopicDetail($topicBatches)
    {
        $optionIndex = array('A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K');
        $topicDetails = array();
        foreach ($topicBatches AS $topic) {
            $topic = (object)$topic;
            $type = $topic->type_id;
            6 == $type && $type = 5; //6表示多空题,多空题也是5
            $topic->id = (string)$topic->id;
            $topicDetails[$topic->id] = array();
            $topicDetails[$topic->id]['is_large_topic'] = isset($topic->is_large_topic) ? $topic->is_large_topic : 0;
            $topicDetails[$topic->id]['type'] = $type;
            $topicDetails[$topic->id]['subject_id'] = $topic->subject_id;
            $topicDetails[$topic->id]['methods'] = '';//考点
            $topicDetails[$topic->id]['method_id_arr'] = '';//考点id数组
            $topicDetails[$topic->id]['kps'] = '';//知识点
            $topicDetails[$topic->id]['queBody'] = $this->topicProcess($topic->title);//题目详情
            $topicDetails[$topic->id]['options'] = '';
            $topicDetails[$topic->id]['parse_video_qrcode'] = isset($topic->parse_video_qrcode) ? $topic->parse_video_qrcode : '';
            $topicDetails[$topic->id]['answer'] = '';                //每题的正确答案
            $topicDetails[$topic->id]['analysis'] = $this->topicProcess($topic->parse_content);//答题解析
            $topicDetails[$topic->id]['teacher_tips'] = $this->topicProcess($topic->teacher_tips);//名师点评
            $topicDetails[$topic->id]['difficulty_degree'] = isset($topic->difficulty_degree) ? $topic->difficulty_degree : null;
            $topicDetails[$topic->id]['difficulty'] = $topic->difficulty;
            $_methods = array();
            $_method_id_arr = array();
            $_method_names = array();
            if ($topic->specials) {
                foreach ($topic->specials AS $_method) {
                    $_method = (object)$_method;
                    if ($_method->method_name) {
                        $_methods[] = $_method->method_name;
                    }
                    if (isset($_method->method_id)) {
                        $_method_id_arr[] = $_method->method_id;
                    }
                    if (isset($_method->method_id) && isset($_method->method_name)) {
                        $_method_names[$_method->method_id] = $_method->method_name;
                    }
                }
                $topicDetails[$topic->id]['methods'] = implode('|', array_unique($_methods));//考点
                $topicDetails[$topic->id]['method_id_arr'] = $_method_id_arr;
                $topicDetails[$topic->id]['method_names'] = $_method_names;
            }
            $_kps = array();
            if (isset($topic->kps) && $topic->kps) {
                foreach ($topic->kps as $_kp) {
                    $_kp = (object)$_kp;
                    if ($_kp->kp_name) {
                        $_kps[$_kp->kp_id] = $_kp->kp_name;
                    }
                }
                $topicDetails[$topic->id]['kps'] = $_kps;//考点
            }

            if ($topic->type_id == 1 || $topic->type_id == 11) { //选择题有选项
                if ($topic->items) {
                    if (isset($topic->items[0])) {
                        $topic->items[0] = (object)$topic->items[0];
                        if (isset($topic->items[0]->options)) {
                            $options = $topic->items[0]->options;
                            if ($options) {
                                $_tmp_options = array();
                                $correct_answer_arr = array();
                                foreach ($options AS $_optionIndex => $_option) {
                                    $_option = (object)$_option;
                                    $_tmp_options[$_optionIndex] = $this->topicProcess($_option->option_content);
                                    if ($_option->option_correct) {
                                        $correct_answer_arr[] = $this->topicProcess($optionIndex[$_optionIndex], true);
//                                    $topicDetails[$topic->id]['answer']=topicProcess($optionIndex[$_optionIndex]);
                                    }
                                }
                                $topicDetails[$topic->id]['answer'] = implode(',', $correct_answer_arr);
                                $_list_type = (int)$topic->items[0]->list_type;
                                $topicDetails[$topic->id]['options'] = $this->option_process($_tmp_options, $_list_type);
                            }
                        }
                    }
                }
            } else {
                if ($topic->items) {
                    if (isset($topic->items[0])) {
                        $topic->items[0] = (object)$topic->items[0];
                        if (isset($topic->items[0]->options)) {
                            $options = $topic->items[0]->options;
                            if ($options) {
                                $_answer = '';
                                foreach ($options as $v) {
                                    $_option = (object)$v;
                                    if (trim($_answer) != '') {
                                        $_answer .= ' ; ';
                                    }
                                    $_answer .= $_option->option_content;
                                }
                                $topicDetails[$topic->id]['answer'] = $this->topicProcess($_answer, true);
                            }
                        }
                    }
                }
            }

            //大题的小题
            $topicDetails[$topic->id]['slave'] = array();

            if (isset($topic->slave) && $topic->slave) {
                $topicDetails[$topic->id]['answer'] = array();
                foreach ($topic->slave as $slave) {
                    $slave = (object)$slave;
                    $_slave = array();

                    $_slave['topic_slave_id'] = (string)$slave->topic_slave_id;
                    $_slave['type'] = $slave->topic_type;
                    $_slave['methods'] = '';//考点
                    $_slave['method_id_arr'] = '';//考点id数组
                    $_slave['kps'] = '';//知识点
                    $_slave['queBody'] = $this->topicProcess($slave->title);//题目详情
                    $_slave['options'] = '';
                    $_slave['answer'] = '';                //每题的正确答案
                    //            $_slave['analysis']=topicProcess($slave->parse_content);//答题解析
                    //            $_slave['teacher_tips']=topicProcess($slave->teacher_tips);//名师点评
                    $_slave['difficulty_degree'] = isset($slave->difficulty_degree) ? $slave->difficulty_degree : null;
                    $_slave['difficulty'] = $slave->difficulty;

                    if ($slave->topic_type == 1 || $slave->topic_type == 11) { //选择题有选项
                        if ($slave->items) {
                            if (isset($slave->items)) {
                                $slave->items = (object)$slave->items;
                                if (isset($slave->items->options)) {
                                    $options = (object)$slave->items->options;
                                    if ($options) {
                                        $_tmp_options = array();
                                        $correct_answer_arr = array();
                                        foreach ($options AS $_optionIndex => $_option) {
                                            $_option = (object)$_option;
                                            $_tmp_options[$_optionIndex] = $this->topicProcess($_option->option_content);
                                            if ($_option->option_correct) {
                                                if (isset($_option->content_is_answer) && $_option->content_is_answer == 1) {
                                                    $correct_answer_arr[] = $_option->option_content;
                                                } else {
                                                    $correct_answer_arr[] = $this->topicProcess($optionIndex[$_optionIndex]);
                                                }
                                            }
                                        }
                                        $_slave['answer'] = implode(',', $correct_answer_arr);
                                        $topicDetails[$topic->id]['answer'][(string)$slave->topic_slave_id] = $_slave['answer'];
                                        $_list_type = (int)$slave->items->list_type;
                                        $_slave['options'] = $this->option_process($_tmp_options, $_list_type);
                                    }
                                }
                            }
                        }
                    } else {
                        if ($slave->items) {
                            if (isset($slave->items)) {
                                $slave->items = (object)$slave->items;
                                if (isset($slave->items->options)) {
                                    $options = (object)$slave->items->options;
                                    if ($options) {
                                        $_answer = '';
                                        foreach ($options as $v) {
                                            $_option = (object)$v;
                                            if (trim($_answer) != '') {
                                                $_answer .= ' ; ';
                                            }
                                            $_answer .= $_option->option_content;
                                        }
                                        $_slave['answer'] = $this->topicProcess($_answer, true);
                                        $topicDetails[$topic->id]['answer'][(string)$slave->topic_slave_id] = $_slave['answer'];
                                    }
                                }
                            }
                        }
                    }

                    $topicDetails[$topic->id]['slave'][] = $_slave;
                }

            }

        }

        return $topicDetails;
    }

    /**
     *对选项的处理
     * @param $options
     * @param $list_type
     * @return string
     */
    public function option_process($options, $list_type)
    {
        $option_index = array('A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J');
        if ($list_type == 0) {     //纵向排列，即1行1个
//            $option_str="<ul class='answer clearfix font8' style='margin-right:45px'>";
            $option_str = "";
            foreach ($options as $key => $option) {
                if ($option) {
                    $option_str .= "<li style='width:100%;'>$option_index[$key].$option</li>";
                }
            }
//            $option_str.="</ul>";
        } elseif ($list_type == 1) {  //横向排列，即1行4个
//            $option_str="<ul class='answer clearfix font8' style='margin-right:45px'>";
            $option_str = "";
            foreach ($options as $key => $option) {
                $option_str .= "<li class='fl'>$option_index[$key].$option</li>";
            }
//            $option_str.="</ul>";
        } elseif ($list_type == 2) {  //1行2个
//            $option_str="<ul class='answer clearfix font8' style='margin-right:45px'>";
            $option_str = "";
            foreach ($options as $key => $option) {
                if ($key % 2 == 0) {
                    $option1 = $options[$key];
                    $option_str2 = "<li class='fl' style='width:50%;'>$option_index[$key].$option1</li>";
                    $key1 = $key + 1;
                    if (isset($options[$key1])) {
                        $option2 = $options[$key1];
                        $option_str2 .= "<li class='fl' style='width:50%;'>$option_index[$key1].$option2</li>";
                    }
                    $option_str .= $option_str2;
                } else {
                    continue;
                }
            }
//            $option_str.="</ul>";
        }
        return $option_str;
    }

    public function topicProcess($html, $isAnswer = false)
    {
        if ($this->subjectId == 8 && !$this->isThird && !$isAnswer) {
            $html = preg_replace('/<br\/*>/', '', $html);
            return $html;
        }
        preg_match_all('/(<img[^>]*[\s]+)((src)[\s]*=[\s]*(([\"]([^\"]*)[\"])|([\']([^\']*)[\'])|([^\s]*)))([^>]*>)/si', $html, $arr);
        foreach ($arr[0] as $v) {
            $process_str = $this->img_process($v);;
            $html = str_replace($v, $process_str, $html);
        }

        $html = preg_replace('/style\s*=\s*(([\"]([^\"]*)[\"])|([\']([^\']*)[\']))/si', '', $html);

        $html = preg_replace('/<p\s*>/', '', $html);
        $html = preg_replace('/<\/p>/', '', $html);
        $html = preg_replace('/<br\/*>/', '', $html);
        $html = preg_replace('/<big\s*>/', '', $html);
        $html = preg_replace('/<\/big>/', '', $html);

        $html = str_replace("&nbsp;", '', $html);

        return $html;
    }


    public function img_process($img)
    {
        $widthArr = array();
        $heightArr = array();
        $width = '';
        $height = '';
        preg_match('/[\s\'"]width\s*:\s*(\d+\.*\d*)\s*([a-zA-Z]+)*/si', $img, $widthArr);
        if ($widthArr) {
            $width = $this->length_process($widthArr);
        } else {
            preg_match('/[\s\'"]width\s*=\s*[\'"]\s*(\d+\.*\d*)\s*([a-zA-Z]+)*;?[\'"]/si', $img, $widthArr);
            if ($widthArr) {
                $width = $this->length_process($widthArr);
            }
        }
        if ($width) {
            $width = "width=" . $width;
        }
        preg_match('/[\s\'"]height\s*:\s*(\d+\.*\d*)\s*([a-zA-Z]+)*/si', $img, $heightArr);
        if ($heightArr) {
            $height = $this->length_process($heightArr);
        } else {
            preg_match('/[\s\'"]height\s*=\s*[\'"]\s*(\d+\.*\d*)\s*([a-zA-Z]+)*;?[\'"]/si', $img, $heightArr);
            if ($heightArr) {
                $height = $this->length_process($heightArr);
            }
        }
        if ($height) {
            $height = "height=" . $height;
        }
        $return_img = preg_replace('/<img[^>]*[\s]+(src[\s]*=[\s]*(([\"]([^\"]*)[\"])|([\']([^\']*)[\'])|([^\s]*)))([^>]*>)/si', "<img  " . $width . " " . $height . " $1 />", $img);
        return $return_img;
    }

    public function length_process($length_arr)
    {
        $units = array(
            'in' => 96,
            'cm' => 28,
            'mm' => 2.8,
            'pt' => 1.33,
            'pc' => 12,
        );
        $length = 0.6 * $length_arr[1];
        $unit_keys = array_keys($units);
        if (isset($length_arr[2])) {
            //将直接连接单位改为 单位换算
            if (in_array($length_arr[2], $unit_keys)) {
                $length = $length * $units[$length_arr[2]];
            } else {
                $length .= $length_arr[2];
            }
        }
        return $length;
    }


    protected function getTopicTypeRateImg(&$typeMasterData, $examId, $paperId)
    {
        $imgPath = str_replace("protected", "", Yii::app()->basePath) . 'assets/temp_img/';
        $urlPath = Yii::app()->request->hostInfo . '/assets/temp_img/';

        if (!is_dir($imgPath)) {
            if (!mkdir($imgPath, 0777, true)) {
                exit('Create directory fail: ' . $imgPath);
            }
        }


        $data = array();
        foreach ($typeMasterData['grade_rate'] as $type => $rate) {
            if (!isset($data[$type])) {
                $data[$type] = array();
            }

            $data[$type]['type_name'] = isset($typeMasterData['type_name_arr'][$type]) ? $typeMasterData['type_name_arr'][$type] : array();
            $data[$type]['class_rate'] = isset($typeMasterData['class_rate'][$type]) ? $typeMasterData['class_rate'][$type] : array();


            //当前班级得分率坐标

            $data[$type]['all_class_rate'] = array();
            foreach ($typeMasterData['all_class_rate'] as $pId => $rates) {
                foreach ($rates as $ty => $_rate) {
                    if ($ty == $type) {
                        $data[$type]['all_class_rate'][] = $_rate;
//                        if($paperId == $pId){
                        if (strcmp($paperId, $pId) == 0) {
                            $data[$ty]['curr_rate_x'] = $_rate;
                        }
                    }
                }
            }

            $data[$type]['type_paper_rate'] = array();
            foreach ($typeMasterData['type_paper_rate'] as $pId => $rates) {
                foreach ($rates as $ty => $_rate) {
                    if ($ty == $type) {
//                        if($paperId == $pId){
                        if (strcmp($paperId, $pId) == 0) {
                            $data[$ty]['curr_rate_y'] = $_rate;
                        }
                        $data[$type]['type_paper_rate'][] = $_rate;
                    }
                }
            }
        }

        //复制我班的数据
        foreach ($data as $type => $rates) {
            foreach ($rates['type_paper_rate'] as $rate) {
                $data[$type]['my_class_rate'][] = $rates['curr_rate_x'];
            }
        }

        $typeRateImgPath = array();
        $typeRateImgUrl = array();
        foreach ($data as $type => $value) {
            $tempPath = $imgPath . $examId . "_" . $type . ".png";
            $this->imgArr[] = $tempPath;
            $bool = $this->getScatterImage($value, $tempPath);
            if ($bool) {
                $typeRateImgUrl[$type] = $urlPath . $examId . "_" . $type . ".png";
            }
        }

        return $typeRateImgUrl;
    }

    protected function getScatterImage($data, $imgPath)
    {

        /* Create the pData object */
        $myData = new pData();

        /* Create the X axis and the binded series */
//        for ($i=0;$i<=10;$i=$i+1) { $myData->addPoints(rand(1,20),"Probe 1"); }
//        for ($i=0;$i<=10;$i=$i+1) { $myData->addPoints(rand(1,20),"Probe 2"); }
        foreach ($data['all_class_rate'] as $v) {
            $myData->addPoints($v, "Probe 1");
        }

        foreach ($data['my_class_rate'] as $v) {
            $myData->addPoints($v, "Probe 2");
        }
        $myData->setAxisName(0, "总得分率");
        $myData->setAxisXY(0, AXIS_X);
        $myData->setAxisPosition(0, AXIS_POSITION_BOTTOM);

        /* Create the Y axis and the binded series */
//        for ($i=0;$i<=10;$i=$i+1) { $myData->addPoints(rand(1,20),"Probe 3"); }
        foreach ($data['type_paper_rate'] as $v) {
            $myData->addPoints($v, "Probe 3");
        }

        foreach ($data['type_paper_rate'] as $v) {
            $myData->addPoints($data['curr_rate_y'], "Probe 4");
        }


        $myData->setSerieOnAxis("Probe 3", 1);
        $myData->setAxisName(1, $data['type_name'] . "得分率");
        $myData->setAxisXY(1, AXIS_Y);
        $myData->setAxisPosition(1, AXIS_POSITION_LEFT);

        /* Create the 1st scatter chart binding */
        $myData->setScatterSerie("Probe 1", "Probe 3", 0);
        $myData->setScatterSerieDescription(0, "其它班级");
        $myData->setScatterSerieColor(0, array("R" => 0, "G" => 0, "B" => 0));
//        $myData->setScatterSerieColor(0,array("R"=>255,"G"=>255,"B"=>255));
        $myData->setScatterSerieShape(0, SERIE_SHAPE_TRIANGLE);

        //========================================================
        $myData->setSerieOnAxis("Probe 4", 1);

//        $myData->setAxisName(1,$data['type_name']."得分率");
//        $myData->setAxisXY(1,AXIS_Y);
//        $myData->setAxisPosition(1,AXIS_POSITION_LEFT);

        /* Create the 2nd scatter chart binding */
        $myData->setScatterSerie("Probe 2", "Probe 4", 1);
        $myData->setScatterSerieDescription(1, "我班");
        $myData->setScatterSerieShape(1, SERIE_SHAPE_FILLEDTRIANGLE);

        /* Create the pChart object */
        $myPicture = new pImage(800, 400, $myData);

        /* Turn of Anti-aliasing */
        $myPicture->Antialias = FALSE;

        /* Add a border to the picture */
//        $myPicture->drawRectangle(0,0,399,399,array("R"=>0,"G"=>0,"B"=>0));

        /* Set the default font */
        $myPicture->setFontProperties(array("FontName" => str_replace("protected", "", Yii::app()->basePath) . "fonts/pChart/msyh.ttf", "FontSize" => 8));

        /* Set the graph area */
        $myPicture->setGraphArea(40, 20, 760, 360);


        /* Create the Scatter chart object */
        $myScatter = new pScatter($myPicture, $myData);

        /* Draw the scale */
        $scaleSettings = array("XMargin" => 15, "YMargin" => 15, "Floating" => TRUE, "GridR" => 200, "GridG" => 200, "GridB" => 200, "DrawSubTicks" => TRUE, "CycleBackground" => TRUE);

        $myScatter->drawScatterScale($scaleSettings);

        /* Draw the legend */
        $myScatter->drawScatterLegend(650, 388, array("Mode" => LEGEND_HORIZONTAL, "Style" => LEGEND_NOBORDER));

        $myPicture->drawText(100, 20, "总分与{$data['type_name']}成绩", array("FontSize" => 10, "Align" => TEXT_ALIGN_BOTTOMMIDDLE));

        $myPicture->drawText(80, 50, "总分低,", array("FontSize" => 8, "Align" => TEXT_ALIGN_BOTTOMMIDDLE));
        $myPicture->drawText(80, 60, "{$data['type_name']}高", array("FontSize" => 8, "Align" => TEXT_ALIGN_BOTTOMMIDDLE));

        $myPicture->drawText(720, 340, "总分高,", array("FontSize" => 8, "Align" => TEXT_ALIGN_BOTTOMMIDDLE));
        $myPicture->drawText(720, 350, "{$data['type_name']}低", array("FontSize" => 8, "Align" => TEXT_ALIGN_BOTTOMMIDDLE));

        //用例图标
//        $myPicture->drawRectangle(250,385,256,391,array("R"=>0,"G"=>0,"B"=>0));

        $xNum = 91;
        $yNum = 315;
//        $myPicture->drawFilledRectangle($xNum,$yNum,$xNum + 6,$yNum + 6,array("R"=>0,"G"=>0,"B"=>0));
//        $myPicture->drawFilledCircle($data['curr_rate_x'] + $xNum,$yNum - $data['curr_rate_x'],3,array("R"=>0,"G"=>0,"B"=>0));

        //画线
        arsort($data['all_class_rate']);
        $maxAllRate = round(current($data['all_class_rate']));
        arsort($data['type_paper_rate']);
        $maxTypePaper = round(current($data['type_paper_rate']));

//        $myPicture->drawLine($xNum + $maxAllRate,15,$xNum + $maxAllRate,315,array("R"=>0,"G"=>0,"B"=>0));
        $myPicture->drawLine($xNum + $maxAllRate + 5, 35, $xNum + $maxAllRate + 5, 345, array("R" => 0, "G" => 0, "B" => 0));
        $myPicture->drawLine($xNum + $maxAllRate - 5, 35, $xNum + $maxAllRate - 5, 345, array("R" => 0, "G" => 0, "B" => 0));

        $myPicture->drawLine(55, ($yNum - $maxTypePaper) + 5, 745, ($yNum - $maxTypePaper) + 5, array("R" => 0, "G" => 0, "B" => 0));
        $myPicture->drawLine(55, ($yNum - $maxTypePaper) - 5, 745, ($yNum - $maxTypePaper) - 5, array("R" => 0, "G" => 0, "B" => 0));

        /* Draw a scatter plot chart */
        $myPicture->Antialias = TRUE;
        $myScatter->drawScatterPlotChart();

        /* Render the picture (choose the best way) */
//        $myPicture->autoOutput("pictures/example.example.drawScatterShape.png");
        $myPicture->render($imgPath);
//        $myPicture->autoOutput($imgPath);die;

        return $imgPath;
    }


    //考点掌握情况
    protected function getMethodCount(&$stuRs, &$pramas)
    {
        list($smallTopicScore, $smallTopicNo, $paperId, $topicType, $topicLogicType, $topicRelLarge, $topicRelMethod, $largeTopicMethod, $sutName, $sutOrder, $methodName) = $pramas;

        $gradeScoring = $gradeScore = array();
        $classScoring = $classScore = array();
        $rightNum = $wrongNum = array();
        $methodRelNo = array();
        $diffStu = array();//考点较差学生
        $classDiffStu = array();//班级排名后25%学生的薄弱考点
        $methodRelType = array();//考点对应的题型
        $typeNameArr = array();//考点对应的题型

        $back25Rate = array();
        $reStuOrder = $sutOrder;
        $stuCount = count($reStuOrder);

        $stuCount = ceil($stuCount * 0.25);
        arsort($reStuOrder);
        $reStuOrder = array_slice($reStuOrder, 0, $stuCount);

        $typeName = $this->typeName;

        $logicTypeName = $this->logicTypeName;


        foreach ($stuRs as $sId => $value) {

            foreach ($value as $tId => $v) {
                if (isset($topicRelMethod[$tId]) && $topicRelMethod[$tId]) {

                    foreach ($topicRelMethod[$tId] as $methodId) {
                        if (!$methodId) continue;

                        if (isset($topicLogicType[$tId]) && $topicLogicType[$tId] > 0) {
                            $type = (int)$topicLogicType[$tId];
                            $typeNameArr[$type] = isset($logicTypeName[$type]) ? $logicTypeName[$type] : '';
                        } else {
                            $type = $v['type'];
                            $typeNameArr[$type] = isset($typeName[$type]) ? $typeName[$type] : '';
                        }

                        $methodRelType[$methodId] = $type;


                        $tScore = isset($smallTopicScore[$tId]) ? $smallTopicScore[$tId] : 0;

                        if ($tScore) {
                            $stuRate = round($v['scoring'] / $tScore, 4) * 100;
                        } else {
                            $stuRate = 0;
                        }

                        //年级
                        if (!isset($gradeScoring[$methodId])) {
                            $gradeScoring[$methodId] = 0;
                        }
                        $gradeScoring[$methodId] += $v['scoring'];

                        if (!isset($gradeScore[$methodId])) {
                            $gradeScore[$methodId] = 0;
                        }
                        $gradeScore[$methodId] += $tScore;


                        //班级
//                        if($paperId == $v['paper_id']){
                        if (strcmp($paperId, $v['paper_id']) == 0) {
                            if (!isset($classScoring[$methodId])) {
                                $classScoring[$methodId] = 0;
                            }
                            $classScoring[$methodId] += $v['scoring'];

                            if (!isset($classScore[$methodId])) {
                                $classScore[$methodId] = 0;
                            }
                            $classScore[$methodId] += $tScore;

                            //对错人数
                            if ($v['is_right'] == 1) {
                                if (!isset($rightNum[$methodId])) {
                                    $rightNum[$methodId] = array();
                                }
                                $rightNum[$methodId][] = $sId;
                            } else {
                                if (!isset($wrongNum[$methodId])) {
                                    $wrongNum[$methodId] = array();
                                }
                                $wrongNum[$methodId][] = $sId;
                            }

                            //薄弱考点掌握较差学生
                            if (!isset($diffStu[$methodId])) {
                                $diffStu[$methodId] = array();
                            }

                            if ($stuRate <= 40) {
                                if (!inArray($sId, $diffStu[$methodId])) {
                                    $diffStu[$methodId][] = $sId;
                                }
                            }
                        }

                        //班级排名后25%学生的薄弱考点
                        if (isset($reStuOrder[$sId])) {
                            if (!isset($classDiffStu[$sId])) {
                                $classDiffStu[$sId] = array();
                            }

                            if ($stuRate <= 40) {
                                if (!inArray($methodId, $classDiffStu[$sId])) {
                                    $classDiffStu[$sId][] = $methodId;
                                }
                            }
                        }
                    }


                }
            }

        }


        //年级得分率
        $gradeRate = array();
        if ($gradeScoring) {
            foreach ($gradeScoring as $mId => $scoring) {
                if (isset($gradeScore[$mId]) && $gradeScore[$mId]) {
                    $gradeRate[$mId] = round($scoring / $gradeScore[$mId], 4) * 100;
                } else {
                    $gradeRate[$mId] = 0;
                }
            }
        }

        //年级得分率
        $classRate = array();
        if ($classScoring) {
            foreach ($classScoring as $mId => $scoring) {
                if (isset($classScore[$mId]) && $classScore[$mId]) {
                    $classRate[$mId] = round($scoring / $classScore[$mId], 4) * 100;
                } else {
                    $classRate[$mId] = 0;
                }
            }
        }

        //对错人数
        foreach ($rightNum as $mId => $stuIds) {
            $rightNum[$mId] = count(array_unique($stuIds));
        }
        foreach ($wrongNum as $mId => $stuIds) {
            $wrongNum[$mId] = count(array_unique($stuIds));
        }

        //考点对应题号
        foreach ($topicRelMethod as $tId => $mIds) {
            if (isset($smallTopicNo[$tId]) && $smallTopicNo[$tId]) {
                foreach ($mIds as $mId) {
                    if ($mId) {
                        if (!isset($methodRelNo[$mId])) {
                            $methodRelNo[$mId] = array();
                        }
                        $methodRelNo[$mId][] = $smallTopicNo[$tId];
                    }
                }
            }
        }
        //题号数组转成字符串
        foreach ($methodRelNo as $mId => $nos) {
            asort($nos);
            $methodRelNo[$mId] = $nos;
        }


        //题型掌握水平: 85%包括85%以上，5星；75%-85%，包括75%，4星。65%-75%，包括65%，3星；55%-65%，包括55%，2星；55%以下1星。
        $masterDegree = array();
        foreach ($classRate as $mId => $rate) {
            if ($rate >= 85) {
                $masterDegree[$mId] = 5;
            } elseif ($rate < 85 && $rate >= 75) {
                $masterDegree[$mId] = 4;
            } elseif ($rate < 75 && $rate >= 65) {
                $masterDegree[$mId] = 3;
            } elseif ($rate < 65 && $rate >= 55) {
                $masterDegree[$mId] = 2;
            } else {
                $masterDegree[$mId] = 1;
            }
        }

        //薄弱考点掌握较差学生
        foreach ($diffStu as $mId => $stuIds) {
            $stuNameArr = array();
            foreach ($stuIds as $stuId) {
                $stuNameArr[$stuId] = isset($sutName[$stuId]) ? $sutName[$stuId] : '';
            }
            $diffStu[$mId] = implode(',', $stuNameArr);
        }


        //考点顺序按班级得分率升序进行。
        asort($classRate);
        $typeRelMethod = array();

        foreach ($classRate as $mId => $rate) {
            if (isset($methodRelType[$mId])) {
                if (!isset($typeRelMethod[$methodRelType[$mId]])) {
                    $typeRelMethod[$methodRelType[$mId]] = array();
                }
                $typeRelMethod[$methodRelType[$mId]][] = $mId;
            }
        }

        //班级排名后25%学生的薄弱考点
        foreach ($classDiffStu as $stuId => $mIds) {
//            asort($mIds);
            $mName = array();
            foreach ($mIds as $mId) {
                if (isset($methodName[$mId]) && $methodName[$mId]) {
                    $mName[] = $methodName[$mId];
                }
            }
            $classDiffStu[$stuId] = implode('、', $mName);
        }

        $result = array(
            'grade_rate' => $gradeRate,
            'class_rate' => $classRate,
            'method_rel_no' => $methodRelNo,
            'master_degree' => $masterDegree,
            'right_num' => $rightNum,
            'wrong_num' => $wrongNum,
            'diff_stu' => $diffStu,
            'class_diff_stu' => $classDiffStu,
            'type_rel_method' => $typeRelMethod,
            'type_name_arr' => $typeNameArr,
        );

        return $result;
    }

    protected function getImage($ratePath, $timeMethodRate)
    {
        /* Create and populate the pData object */
        $MyData = new pData();

        $i = 1;
        foreach ($timeMethodRate as $arr) {
            $MyData->addPoints($arr, "Probe {$i}");
            $i++;
            if ($i > 3) {
                break;
            }
        }
//        $MyData->addPoints(array(4,1,2,12,8,3),"Probe 1");
//        $MyData->addPoints(array(3,12,15,8,5,5),"Probe 2");
//        $MyData->addPoints(array(2,7,5,18,19,22),"Probe 3");
        $MyData->setSerieTicks("Probe 2", 4);
        $MyData->setSerieWeight("Probe 3", 2);

        $MyData->setAxisName(0, "得分率");
        $MyData->addPoints(array("上上次", "上次", "本次"), "Labels");
        $MyData->setSerieDescription("Labels", "Months");
        $MyData->setAbscissa("Labels");
        $MyData->setSerieShape(0, SERIE_SHAPE_TRIANGLE);


        /* Create the pChart object */
        $myPicture = new pImage(700, 230, $MyData);

        /* Turn of Antialiasing */
        $myPicture->Antialias = FALSE;

        /* Add a border to the picture */
        $myPicture->drawRectangle(0, 0, 699, 229, array("R" => 0, "G" => 0, "B" => 0));

        /* Write the chart title */
        $myPicture->setFontProperties(array("FontName" => str_replace("protected", "", Yii::app()->basePath) . "fonts/pChart/msyh.ttf", "FontSize" => 11));
        $myPicture->drawText(150, 35, "考点掌握情况变化趋势", array("FontSize" => 12, "Align" => TEXT_ALIGN_BOTTOMMIDDLE));

        /* Set the default font */
        $myPicture->setFontProperties(array("FontName" => str_replace("protected", "", Yii::app()->basePath) . "fonts/pChart/msyh.ttf", "FontSize" => 8));

        /* Define the chart area */
        $myPicture->setGraphArea(60, 40, 650, 200);


        /* Draw the scale */
        $scaleSettings = array("XMargin" => 10, "YMargin" => 10, "Floating" => TRUE, "GridR" => 200, "GridG" => 200, "GridB" => 200, "DrawSubTicks" => TRUE, "CycleBackground" => TRUE);
        $myPicture->drawScale($scaleSettings);

        /* Turn on Antialiasing */
        $myPicture->Antialias = false;

        /* Draw the line chart */
//        $myPicture->drawLineChart();
        $myPicture->drawLineChart(array("ForceColor" => true, "ForceR" => 0, "ForceG" => 0, "ForceB" => 0, "ForceAlpha" => 80));
        $myPicture->drawPlotChart(array("DisplayValues" => TRUE, "PlotBorder" => TRUE, "BorderSize" => 2, "Surrounding" => -60, "BorderAlpha" => 80));

        /* Write the chart legend */
        $myPicture->drawLegend(510, 20, array("Style" => LEGEND_NOBORDER, "Mode" => LEGEND_HORIZONTAL));

        /* Render the picture (choose the best way) */
//        $myPicture->autoOutput($ratePath);die;
        $myPicture->render($ratePath);
    }

    /**
     * 删除生成的图片
     */
    private function delCreateImgs()
    {
        if ($this->imgArr && is_array($this->imgArr)) {
            foreach ($this->imgArr as $path) {
                if (file_exists($path)) {
                    @unlink($path);
                }
            }
        }
    }

    /**
     * 获取试题内容参数
     * @param $topicIds
     * @return array
     */
    private function getEnglishTopic($topicIds)
    {
        $result = array('status' => 0, 'error' => array('无题'));

//        $topicIds = array(1821);
//        $topicIds = array(20001908);

        $param = array(
            'size' => count($topicIds),
            'query' => array(
                'bool' => array(
                    'must' => array(
                        array(
                            'match' => array(
                                'status' => array(
                                    'query' => 1,
                                    'type' => 'boolean'
                                )
                            )
                        ),
                        array(
                            'terms' => array(
                                'topicId' => $topicIds
                            )
                        )
                    )
                )
            )
        );

        $url = Yii::app()->params['english_topic_search_url'];
        $rs = $this->aipostEng($url, $param);

        if (!$rs) {
            return false;
        }


        if (isset($rs['hits'])) {
            if (isset($rs['hits']['hits'])) {
                $topicInfos = array();
                foreach ($rs['hits']['hits'] as $v) {
                    if (isset($v['_source']) && $v['_source']) {
                        $src = $v['_source'];
                        $temp_info = array(
                            'id' => $src['topicId'],
                            'is_large_topic' => isset($src['options']) && $src['options'] ? 0 : 1,
                            'type_id' => $src['physicalTypeId'],
                            'title' => $src['content'],
                            'topic_type' => $src['physicalTypeId'],
                            'school_id' => 0,
                            'type_name' => '',
                            'difficulty' => $src['difficulty'],
                            'subject_id' => 8,
                            'create_time' => time(),
                            'update_time' => time(),
                            'subject_name' => '英语',
                            'teacher_tips' => '',
                            'source' => '',
                            'relation_topic' => 0,
                            'teaching_quality' => 0,
                            'source_title' => '',
                            'parse_video' => null,
                            'parse_content' => $src['parse'],
                            'difficulty_degree' => 0.86,
//                              'difficulty_degree' => 0.86,
                            'kps' => array(),
                            'specials' => array(),
                            'uses' => array(),
                            'total' => 0,
                            'oneself' => 0,
                            'items' => array(),
                            'slave' => array(),
                        );

                        //考点
                        if (isset($src['methods']) && $src['methods']) {
                            $specials = array();

                            foreach ($src['methods'] as $method) {
                                if (isset($method['isLast']) && $method['isLast']) {
                                    $_method = array(
                                        "method_id" => $method['methodId'],
                                        "method_name" => $method['methodName'],
                                    );
                                    $specials[] = $_method;
                                }
                            }
                            $temp_info['specials'] = $specials;
                        }


                        //小题
                        if (isset($src['slaves']) && $src['slaves']) {
                            foreach ($src['slaves'] as $slave) {
                                $_slave = array(
                                    'topic_slave_id' => $slave['topicId'],
                                    'topic_type' => $slave['physicalTypeId'],
                                    'type_name' => '',
                                    'difficulty_degree' => 0.86,
//                                      'difficulty_degree' => float 0.86
                                    'difficulty' => $slave['difficulty'],
                                    'title' => $slave['content'],
                                    'items' => array(),
                                    'kps' => array(),
                                    'specials' => array(),
                                );


                                $_items = array(
                                    'type_id' => 1,
                                    'type_name' => '',
                                    'list_type' => 1,
                                    //                                          'list_type' => int 0
                                    'title' => $slave['content'],
                                    'options' => array(),
                                );
                                if (isset($slave['options']) && $slave['options']) {
                                    $_option = array();
                                    foreach ($slave['options'] as $option) {
                                        $_temp_op = array(
                                            'option_id' => 0,
                                            'option_content' => $option['content'],
                                            'option_correct' => $option['isTrue'],
                                        );
                                        $_option[] = $_temp_op;
                                    }
                                    $_items['options'] = $_option;
                                } elseif (isset($slave['answer']) && $slave['answer']) {
                                    $_option = array();
                                    $_temp_op = array(
                                        'option_id' => 0,
                                        'option_content' => $slave['answer'],
                                        'option_correct' => 1,
                                    );
                                    if ($src['physicalTypeId'] == 11) {
                                        $_temp_op['content_is_answer'] = 1;
                                    }
                                    $_option[] = $_temp_op;
                                    $_items['options'] = $_option;
                                }
                                $_slave['items'] = $_items;


                                if (isset($slave['methods']) && $slave['methods']) {
                                    $_specials = array();

                                    foreach ($slave['methods'] as $method) {
                                        if (isset($method['isLast']) && $method['isLast']) {
                                            $__method = array(
                                                "method_id" => $method['methodId'],
                                                "method_name" => $method['methodName'],
                                            );
                                            $_specials[] = $__method;
                                        }
                                    }

                                    $_slave['specials'] = $_specials;
                                }


                                $temp_info['slave'][] = $_slave;
                            }
                        } elseif (isset($src['options']) && $src['options']) {//大题单选选择
                            $temp_info['items'] = array();
                            $_option = array();
                            $_items = array(
                                'type_id' => 1,
                                'type_name' => '',
                                'list_type' => 1,
                                //                                          'list_type' => int 0
                                'title' => '',
                                'options' => array(),
                            );
                            foreach ($src['options'] as $option) {
                                $_temp_op = array(
                                    'option_id' => 0,
                                    'option_content' => $option['content'],
                                    'option_correct' => $option['isTrue'],
                                );
                                $_option[] = $_temp_op;
                            }
                            $_items['options'] = $_option;

                            $temp_info['items'][] = $_items;
                        } elseif (isset($src['answer']) && $src['answer']) {//主题有答案的从题没有的，加一个从题
                            $_slave = array(
                                'topic_slave_id' => $src['topicId'],
                                'topic_type' => $src['physicalTypeId'],
                                'type_name' => '',
                                'difficulty_degree' => 0.86,
//                                      'difficulty_degree' => float 0.86
                                'difficulty' => $src['difficulty'],
                                'title' => '',
                                'items' => array(),
                                'kps' => array(),
                                'specials' => array(),
                            );
                            $_items = array(
                                'type_id' => 1,
                                'type_name' => '',
                                'list_type' => 1,
                                //                                          'list_type' => int 0
                                'title' => '',
                                'options' => array(),
                            );
                            $_option = array();
                            $_temp_op = array(
                                'option_id' => 0,
                                'option_content' => $src['answer'],
                                'option_correct' => 1,
                            );
                            $_option[] = $_temp_op;
                            $_items['options'] = $_option;

                            $_slave['items'] = $_items;

                            $temp_info['slave'][] = $_slave;
                        }


                        $topicInfos[] = $temp_info;
                    }
                }

                if ($topicInfos) {
                    return $topicInfos;
                } else {
                    return $result;
                }

            }
        }

        return $result;
    }

    /**
     * 获取试卷选择题id
     * @param $topic_type_arr
     * @param $topic_logic_type_arr
     * @param $is_has_large
     */
    protected function getChoiceIds($topic_type_arr, $topic_logic_type_arr, $subject_id, $paper_type)
    {
        $choice_ids = array();

        $type_arr = array();
        if (inArray($paper_type, array(0, 1, 2))) {
            if ($subject_id == 12) {//物理
                $type_arr = array(1, 4, 5, 8, 9);
            } elseif ($subject_id == 13) {//化学
                $type_arr = array(1);
            } elseif ($subject_id == 14) {//生物
                $type_arr = array(1, 3, 4);
            } elseif ($subject_id == 15) {//政治
                $type_arr = array(1, 3, 4, 6, 7);
            } elseif ($subject_id == 16) {//历史
                $type_arr = array(1);
            } elseif ($subject_id == 17) {//地理
                $type_arr = array(1, 3, 4);
            }
        } else {
            $type_arr = array(1, 11);
        }

        foreach ($topic_logic_type_arr as $t_id => $type) {
            if (inArray($type, $type_arr)) {
                $choice_ids[] = $t_id;
            }
        }

        //
        $diff_topic = array_diff(array_keys($topic_logic_type_arr), $choice_ids);

        if ($diff_topic) {
            foreach ($topic_type_arr as $t_id => $item) {
                if (inArray($t_id, $diff_topic) && inArray($item, array(1, 11))) {
                    $choice_ids[] = $t_id;
                }
            }
        }

        return $choice_ids;
    }


    /**
     * 获取考点名称
     * @param $topicDetails
     * @return array
     */
    public function getMethodName(&$topicDetails)
    {
        $methodName = array();

        if (is_array($topicDetails)) {
            foreach ($topicDetails as $topicDetail) {
                if (isset($topicDetail['specials']) && $topicDetail['specials']) {
                    foreach ($topicDetail['specials'] as $special) {
                        $methodName[$special['method_id']] = $special['method_name'];
                    }
                }
                if (isset($topicDetail['slave']) && $topicDetail['slave']) {
                    foreach ($topicDetail['slave'] as $slave) {
                        if (isset($slave['specials']) && $slave['specials']) {
                            foreach ($slave['specials'] as $spec) {
                                $methodName[$spec['method_id']] = $spec['method_name'];
                            }
                        }
                    }
                }
            }
        }

        return $methodName;
    }

    //共性问题变式训练
    protected function getCommonPractice($paper_topic_detail, $stu_score_info, $stu_topic_rs, $large_topic_type_arr, $large_contain)
    {
        $class_wrong_topic = array();
        $cls_grammar_topic = array();
        $texturl_topic = array();
        $common_push_topic = array();

        $topic_method_arr = array();
        $_push_all_topics = array();
        $paper_topics = array_keys($large_topic_type_arr);

        foreach ($paper_topic_detail as $topic_id => $detail) {
            if (in_array($detail['type_id'], array(2, 3, 4, 5, 6, 7, 18, 19))) {

                $topic_method_arr[$topic_id] = isset($detail['specials']) ? _array_column($detail['specials'], 'method_id') : array();
                if (isset($detail['slave'])) {
                    foreach ($detail['slave'] as $slave) {
                        if (isset($slave['topic_slave_id'])) {
                            $topic_method_arr[$slave['topic_slave_id']] = isset($slave['method_names']) ? _array_column($slave['method_names'], 'method_id') : array();
                        }
                    }
                }
            }
        }


        foreach ($stu_score_info as $stu_id => $score_info) {
            foreach ($score_info as $large_topic_id => $scoring) {
                if (isset($large_topic_type_arr[$large_topic_id])) {
                    if (in_array($large_topic_type_arr[$large_topic_id], array(2, 3, 4, 5))) {
                        if (!isset($class_wrong_topic[$large_topic_id])) {
                            $class_wrong_topic[$large_topic_id] = array('scoring' => 0, 'score' => 0);
                        }
                        $_scoring = $class_wrong_topic[$large_topic_id]['scoring'];
                        $_score = $class_wrong_topic[$large_topic_id]['score'];
                        $class_wrong_topic[$large_topic_id] = array('scoring' => ($scoring['scoring'] + $_scoring), 'score' => ($scoring['score'] + $_score));

                    } elseif (in_array($large_topic_type_arr[$large_topic_id], array(18, 19))) {


                        $small_topic = $large_contain[$large_topic_id];
                        $stu_topic_info = isset($stu_topic_rs[$stu_id]) ? $stu_topic_rs[$stu_id] : array();
                        if ($stu_topic_info) {
                            foreach ($small_topic as $small_topic_id => $score) {
                                if (!isset($cls_grammar_topic[$large_topic_type_arr[$large_topic_id]][$small_topic_id])) {
                                    $cls_grammar_topic[$large_topic_type_arr[$large_topic_id]][$small_topic_id] = array('scoring' => 0, 'score' => 0);
                                }
                                $stu_scoring = $stu_topic_info[$small_topic_id];
                                $_scoring = $cls_grammar_topic[$large_topic_type_arr[$large_topic_id]][$small_topic_id]['scoring'];
                                $_score = $cls_grammar_topic[$large_topic_type_arr[$large_topic_id]][$small_topic_id]['score'];
                                $cls_grammar_topic[$large_topic_type_arr[$large_topic_id]][$small_topic_id] = array('scoring' => ($stu_scoring['scoring'] + $_scoring), 'score' => ($score + $_score));
                            }
                        }

                    } elseif (in_array($large_topic_type_arr[$large_topic_id], array(6, 7))) {
                        $texturl_topic[] = $large_topic_id;
                    }
                }


            }
        }


        $class_score_rate = array();
        foreach ($class_wrong_topic as $large_topic_id => $score_info) {
            $score_rate = $this->scoreRate($score_info['scoring'], $score_info['score']);
            $class_score_rate[$large_topic_id] = $score_rate;
        }

        if ($class_score_rate) {
            asort($class_score_rate);
            reset($class_score_rate);
            $push_text_topic = key($class_score_rate);
            $text_detail = $paper_topic_detail[$push_text_topic];
            $kps = _array_column($text_detail['specials'], 'method_id');
            $text_level = isset($text_detail['text_level']) ? $text_detail['text_level'] : 5;


            $cloze_type = 0;
            if ($text_detail['type_id'] == 2) {
                $cloze_type = count($text_detail['slave']) == 15 ? 1 : 2;
            }


            $rules = array();
            $rules[] = array(
                'type' => $text_detail['type_id'],
                'size' => 600,
                'cloze_type' => $cloze_type
            );


            $params_eng = array();
            $params_eng['subjectId'] = 10;
            $params_eng['rules'] = $rules;
            $params_eng['inMethodIds'] = $kps;
            $params_eng['isAudit'] = 2;
            $params_eng['notInTopicIds'] = $paper_topics;

            $type_topic_arr = $this->apiBrainPost('/relation_english/extract', $params_eng, 25, true);

            if (isset($type_topic_arr[$text_detail['type_id']])) {
                $all_topic = array();
                $extract_topics = $type_topic_arr[$text_detail['type_id']];
                while ($text_level > 0) {
                    if ($extract_topics[$text_level]) {
                        $all_topic = $extract_topics[$text_level];
                        break;
                    }

                    $text_level--;
                }
                if ($all_topic) {
                    $push_topic_key = array_rand($all_topic, 1);
                    $common_push_topic['min_rate_text'][$text_detail['type_id']] = array('topic_id' => $all_topic[$push_topic_key], 'topic_type' => $text_detail['type_id']);
                    $_push_all_topics[$all_topic[$push_topic_key]] = $all_topic[$push_topic_key];
                }
            }

        }


        $grammar_rules = array();

        //班级错误率在50%及以上的
        $grammar_score_rate = array();
        $grammar_method = array();

        foreach ($cls_grammar_topic as $type => $cgt_info) {
            foreach ($cgt_info as $small_topic_id => $score_info) {
                $score_rate = $this->scoreRate($score_info['scoring'], $score_info['score'], true);
                if ($score_rate < 50) {
                    $grammar_score_rate[$type][$small_topic_id] = isset($topic_method_arr[$small_topic_id]) ? $topic_method_arr[$small_topic_id] : array();
                }
            }
        }

        $topic_count = array('19' => 10, '18' => 0);

        foreach ($grammar_score_rate as $type => $gsr) {
            if ($type == 6 || $type == 19) {
                $type = 19;
            }
            $grammar_rules[$type] = array(
                'type' => 19,
                'size' => 600
            );
            if (!isset($grammar_method[$type])) {
                $grammar_method[$type] = array();
            }
            foreach ($gsr as $item) {
                if ($type == 18) {
                    $topic_count[18]++;
                }
                $grammar_method[$type] = array_merge($grammar_method[$type], $item);
            }
        }

        //$read_base_obj = new ReadBase();

        foreach ($grammar_rules as $type => $gr) {
            $rules = array();
            $rules[] = array(
                'type' => $type,
                'size' => 600
            );
            $params_eng = array();
            $params_eng['subjectId'] = 10;
            $params_eng['rules'] = $rules;
            $params_eng['inMethodIds'] = isset($grammar_method[$type]) ? $grammar_method[$type] : array();
            $params_eng['notInTopicIds'] = $paper_topics;

            $type_topic_arr = $this->apiBrainPost('/relation_english/extract', $params_eng, 25, true);

            if ($type_topic_arr) {
                if (isset($type_topic_arr[$type]) && $type_topic_arr[$type]) {
                    $topics = reset($type_topic_arr[$type]);
                    $push_topic_key = array_rand($topics, $topic_count[$type]);
                    foreach ($push_topic_key as $key) {
                        $_push_all_topics[$topics[$key]] = $topics[$key];
                        $common_push_topic['common_grammar_topic'][$type][] = array('topic_id' => $topics[$key], 'topic_type' => $type);
                    }
                }
            }

        }

        $texturl_topic = array_unique($texturl_topic);

        foreach ($texturl_topic as $t_id) {
            $rules = array();
            $rules[] = array(
                'type' => $paper_topic_detail[$t_id]['type_id'],
                'size' => 600
            );
            $params_eng = array();
            $params_eng['subjectId'] = 10;
            $params_eng['rules'] = $rules;
            $params_eng['inMethodIds'] = isset($topic_method_arr[$t_id]) ? $topic_method_arr[$t_id] : array();
            $params_eng['notInTopicIds'] = $paper_topics;
            $type_topic_arr = $this->apiBrainPost('/relation_english/extract', $params_eng, 25, true);

            if ($type_topic_arr) {
                if (isset($type_topic_arr[$paper_topic_detail[$t_id]['type_id']]) && $type_topic_arr[$paper_topic_detail[$t_id]['type_id']]) {
                    $topics = reset($type_topic_arr[$paper_topic_detail[$t_id]['type_id']]);
                    if ($topics) {
                        $push_topic_key = array_rand($topics, 1);
                        $_push_all_topics[$topics[$push_topic_key]] = $topics[$push_topic_key];
                        $common_push_topic['common_extra'][$paper_topic_detail[$t_id]['type_id']] = array('topic_id' => $topics[$push_topic_key], 'topic_type' => $paper_topic_detail[$t_id]['type_id']);
                    }

                }
            }
        }


        return array($common_push_topic, $_push_all_topics);
    }

    function scoreRate($scoring, $total_score, $is_per = false)
    {
        if ($total_score > 0) {
            if ($is_per) {
                $pre_rate = 100;
                $decimal = 4;
            } else {
                $pre_rate = 1;
                $decimal = 2;
            }
            return round($scoring / $total_score, $decimal) * $pre_rate;
        } else {
            return 0;
        }
    }


    private function handleWordClass($keyWords)
    {

        $word_ids = _array_column($keyWords, 'single_word_id');

        $rs = $this->apiBrainPost('/zsytk2/getIspInfo', array('condition' => array('single_word_id' => $word_ids), 'table' => 'en_single_word_label', 'isAll' => 1), 25, true);

        if (isset($rs['status']) && $rs['status'] == 1 && isset($rs['data']) && $rs['data']) {

            $label_ids = array();
            $swm_ids = array();

            foreach ($rs['data'] as $key => $v) {
                if ($v['label_type_id'] == 3) {
                    unset($rs['data'][$key]);
                }

                if ($v['label_type_id'] == 7) {
                    $label_ids[] = $v['label_id'];
                    $swm_ids[] = $v['swm_id'];
                }

            }
            $rel = array();

            if ($label_ids) {
                $label_rs = $this->apiBrainPost('/zsytk2/getIspInfo', array('condition' => array('label_id' => $label_ids), 'table' => 'en_label', 'isAll' => 1), 25, true);
                if (isset($label_rs['status']) && $label_rs['status'] == 1 && isset($label_rs['data']) && $label_rs['data']) {
                    $rel = array();
                    foreach ($label_rs['data'] as $v) {
                        $rel[$v['label_id']] = $v['content'];
                    }
                }
            }

            foreach ($rs['data'] as &$item) {
                $item['content'] = isset($rel[$item['label_id']]) ? $rel[$item['label_id']] : '';
            }
            unset($item);

            $new_swm_res = array();


            if ($swm_ids) {
                $swm_rs = $this->apiBrainPost('/zsytk2/getIspInfo', array('condition' => array('swm_id' => $swm_ids), 'table' => 'en_single_word_mean', 'isAll' => 1), 25, true);
                if (isset($swm_rs['status']) && $swm_rs['status'] == 1 && isset($swm_rs['data']) && $swm_rs['data']) {
                    foreach ($swm_rs['data'] as $item) {
                        $new_swm_res[$item['swm_id']] = $item;
                    }
                }
            }

            $new_res = array();

            $res = $rs['data'];

            foreach ($res as $res_val) {
                $s_id = $res_val['single_word_id'];
                if (!isset($new_res[$s_id])) {
                    $new_res[$s_id] = array('con_str' => '', 'swm_ids' => array(), 'single_word_id' => $s_id);
                }

                $new_res[$s_id]['con_str'] .= $res_val['content'];
                $new_res[$s_id]['swm_ids'][] = $res_val['swm_id'];

                if ($res_val['swm_id']) {
                    $new_res[$s_id]['swm_con'][$res_val['swm_id']] = $res_val['content'];
                }
            }

            $_tmp_res = array();

            foreach ($new_res as $tmp) {
                $single_id = $tmp['single_word_id'];
                $swm_ids = array_filter($tmp['swm_ids']);
                if (!isset($_tmp_res[$single_id])) {
                    $_tmp_res[$single_id] = '';
                }
                if ($swm_ids) {
                    foreach ($swm_ids as $_id) {
                        if (isset($new_swm_res[$_id])) {
                            $_tmp_res[$single_id] .= ' ' . $tmp['swm_con'][$_id] . " {$new_swm_res[$_id]['mean']} ";
                        }
                    }
                }
            }

            foreach ($keyWords as &$val) {
                $val['word_class'] = isset($new_res[$val['single_word_id']]) ? $new_res[$val['single_word_id']]['con_str'] : '';
                $val['new_mean'] = isset($_tmp_res[$val['single_word_id']]) ? $_tmp_res[$val['single_word_id']] : '';
            }

        }

        return $keyWords;
    }

    /**
     * 物理教师讲案
     * @return array
     */
    public function actionPhysics()
    {
        set_time_limit(300);
        ini_set('memory_limit', '300M');

        $examId = (string)Req::get("examId");
        $viewHtml = (int)Req::get('viewHtml');
        $force = (int)Req::get('force');

        require_once('TeachingPhysics.php');

        $teachingPhysicsObj = new TeachingPhysics($this);
        $result = $teachingPhysicsObj->getTeachingPdf($this->schoolId, $examId, $force, $viewHtml);
        $result['pdf_path'] = '';

        echo json_encode($result);
        exit();
    }

    /**
     * 英语题型新转老
     */
    public function getTopicTypeRelate()
    {
        return array(
            '553' => '1',
            '28' => '1',
            '554' => '2',
            '41' => '2',
            '555' => '3',
            '42' => '3',
            '281' => '4',
            '566' => '4',
            '556' => '5',
            '44' => '5',
            '563' => '6',
            '278' => '6',
            '286' => '7',
            '570' => '7',
            '47' => '8',
            '557' => '8',
            '282' => '9',
            '567' => '9',
            '279' => '10',
            '564' => '10',
            '288' => '11',
            '572' => '11',
            '285' => '12',
            '444' => '13',
            '741' => '13',
            '280' => '14',
            '565' => '14',
            '287' => '15',
            '571' => '15',
            '116' => '17',
            '562' => '17',
            '54' => '18',
            '559' => '18',
            '55' => '19',
            '560' => '19',
            '56' => '20',
            '561' => '20',
            '428' => '21',
            '284' => '16'
        );
    }

    //全学科试题详情兼容
    public function quanTopicDetail($data)
    {
        $result = array();
        $answer_arr = array("A", "B", "C", "D", "E", "F", "G", "H", "I", "J");
        $getTopicTypeRelate = $this->getTopicTypeRelate();
        if ($data) {
            foreach ($data as $k => $v) {
                $temp_basic_type_id = isset($v['basic_type_id']) ? $v['basic_type_id'] : 1;
                $result[$k]['topic_id'] = $v['id'];
                $result[$k]['id'] = $v['id'];
                if (isset($v['bank_type']) && $v['bank_type']) {
                    $temp_type_id = $v['bank_type'];
                } else {
                    $temp_type_id = $v['type_id'];
                }
                $result[$k]['type'] = $result[$k]['type_id'] = isset($getTopicTypeRelate[$temp_type_id]) ? $getTopicTypeRelate[$temp_type_id] : $temp_type_id;
                $result[$k]['queBody'] = $v['title'];
                $result[$k]['title'] = $v['title'];
                $result[$k]['analysis'] = $v['parse_content'];
                $result[$k]['parse_content'] = $v['parse_content'];
                $result[$k]['slave'] = array();
                $result[$k]['items'] = array();
                $result[$k]['answer'] = '';
                $result[$k]['answer_str'] = '';
                $result[$k]['key_words_levels'] = array();
                $result[$k]['key_words'] = array();
                $result[$k]['isp_ids'] = array();
                $result[$k]['text_level'] = 0;
                $result[$k]['method_id_arr'] = array();
                $result[$k]['sentences_analysis'] = '';
                $result[$k]['topic_solution'] = '';
                $result[$k]['model_essay_point'] = '';
                $result[$k]['new_key_words'] = array();

                if (isset($v['kps']) && $v['kps']) {
                    foreach ($v['kps'] as $kps) {
                        $result[$k]['method_id_arr'][] = $kps['kp_id'];
                    }
                }
                if (isset($v['affiliate']) && $v['affiliate']) {
                    foreach ($v['affiliate'] as $aff) {
                        if (isset($aff['field_key']) && $aff['field_key'] == 'tag_8_118') {
                            $result[$k]['text_level'] = isset($aff['field_value']) ? $aff['field_value'] : 0;
                        }
                        if (isset($aff['field_name']) && $aff['field_name'] == '长难句解析') {
                            $result[$k]['sentences_analysis'] = $aff['field_value'];
                        }
                        if (isset($aff['field_name']) && $aff['field_name'] == '审题思路') {
                            $result[$k]['topic_solution'] = $aff['field_value'];
                        }
                        if (isset($aff['field_name']) && $aff['field_name'] == '范文亮点') {
                            $result[$k]['model_essay_point'] = $aff['field_value'];
                        }
                        if (isset($aff['field_name']) && $aff['field_name'] == '词汇积累') {
                            if (isset($aff['field_value']) && $aff['field_value']) {
                                $temp_chjl = strip_tags($aff['field_value']);
                                $strPattern = "/(?<=\()[^\)]+/";
                                preg_match_all($strPattern, $temp_chjl, $result_words);
                                if (isset($result_words[0]) && $result_words[0]) {
                                    $single_word_ids = $result_words[0];
                                    $single_word_data = $this->apiBrainPost('/all_library/getSingleWords', array("single_word_id" => $single_word_ids), 25, true);
                                    if ($single_word_data && $single_word_data['data']) {
                                        $temp_single_word_data = $single_word_data['data'];
                                        foreach ($temp_single_word_data as $temp_single_word_data_k => $temp_single_word_data_v) {
                                            $result[$k]['new_key_words'][] = array(
                                                "content" => isset($temp_single_word_data_v['content']) ? $temp_single_word_data_v['content'] : '',
                                                "phonetic_symbol" => isset($temp_single_word_data_v['phonetic_symbol']) ? $temp_single_word_data_v['phonetic_symbol'] : '',
                                                "new_mean" => isset($temp_single_word_data_v['mean']) ? $temp_single_word_data_v['mean'] : ''
                                            );
                                        }
                                    }
                                }
                            }
                        }
                    }
                }
                if (isset($v['slave']) && $v['slave']) {
                    //七选五特殊处理
                    if ($result[$k]['type_id'] == 5) {
                        foreach ($v['slave'] as $slave_k => $slave_v) {
                            if (isset($slave_v['items']) && isset($slave_v['items']['options']) && $slave_v['items']['options']) {
                                foreach ($slave_v['items']['options'] as $option_k => $option_v) {
                                    if ($option_v["option_correct"]) {
                                        $v['slave'][$slave_k]['items']['options'][$option_k] = array("option_content" => isset($answer_arr[$option_k]) ? $answer_arr[$option_k] : '');
                                    }
                                }
                            }
                        }
                    }
                    $result[$k]['slave'] = $v['slave'];
                } else {
                    $result[$k]['items'] = $v['items'];
                    $options_arr = array();
                    if ($v['items'] && isset($v['items'][0]) && isset($v['items'][0]['options'])) {
                        $options_arr = $v['items'][0]['options'];
                        if ($v['items'][0]['options'] && count($v['items'][0]['options']) == 1) {
                            foreach ($v['items'][0]['options'] as $op_v) {
                                $result[$k]['answer'] = $op_v['option_content'];
                            }
                        }
                    }
                    $result[$k]['slave'][] = array('topic_slave_id' => $v['id'], 'items' => array('options' => $options_arr));
                }
            }
        }
        return $result;
    }
}