feat: persist AI training evaluations
chenyuan
1 month ago
parent
e21fec9c75
commit
0c2a9a2184
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# Task 1: AI Training Evaluation Persistence Report
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## Delivered
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- Added `docs/sql/2026-07-16-ai-training-evaluation.sql`.
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- Creates `ai_training_evaluation` with a unique `(student_user_id, teaching_class_id, task_id)` key.
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- Persists independent help and assessment statuses, task/answer snapshots, reports, raw model responses, model names, completion times, errors, and assessment score.
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- Adds nullable `student_training_answer.ai_assessment_score`.
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- Added `AiTrainingEvaluation`, `AiTrainingEvaluationMapper`, and its MyBatis XML mapping.
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- `findByStudentClassAndTask` retrieves the sole evaluation record for a student, teaching class, and task.
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- `insertIgnore` safely creates the record under concurrent requests.
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- `claimHelp` and `claimAssessment` transition only `NOT_STARTED` or `FAILED` rows to `PROCESSING`.
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- Completion and failure operations update only rows currently in `PROCESSING`.
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- Added `aiAssessmentScore` to `StudentTrainingAnswer`, its XML result/column/dynamic insert/dynamic update mappings, and `updateAiAssessmentScore` for a targeted score write-back.
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- Added the assessment score column to the fresh `student_training_answer` table DDL in `StudentTrainingAnswerServiceImpl`.
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## Test-first evidence
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1. Added `AiTrainingEvaluationServiceImplTest` before implementation.
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2. Ran `mvn -Dtest=AiTrainingEvaluationServiceImplTest test` before production changes.
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- Expected RED result: test compilation failed because `AiTrainingEvaluation` and `AiTrainingEvaluationMapper` did not exist.
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3. Implemented the persistence files and re-ran the same targeted Maven test.
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- GREEN result: 3 tests run; 0 failures; 0 errors; 0 skipped.
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## Verification notes
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- `git diff --check` completed without whitespace errors.
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- Maven emitted existing project-model warnings about local Aspose `systemPath` dependencies and the relocated MySQL connector artifact. They do not originate from this task and did not prevent compilation or the targeted test from succeeding.
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CREATE TABLE IF NOT EXISTS ai_training_evaluation (
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id varchar(64) NOT NULL,
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student_user_id varchar(64) NOT NULL,
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teaching_class_id varchar(64) NOT NULL,
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task_id varchar(64) NOT NULL,
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task_key varchar(128) NOT NULL,
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help_status varchar(16) NOT NULL DEFAULT 'NOT_STARTED',
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help_task_snapshot longtext NULL,
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help_answer_snapshot longtext NULL,
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help_report_json longtext NULL,
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help_raw_response longtext NULL,
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help_model varchar(128) NULL,
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help_completed_at datetime NULL,
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help_error_message varchar(1000) NULL,
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assessment_status varchar(16) NOT NULL DEFAULT 'NOT_STARTED',
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assessment_task_snapshot longtext NULL,
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assessment_answer_snapshot longtext NULL,
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assessment_score int NULL,
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assessment_report_json longtext NULL,
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assessment_raw_response longtext NULL,
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assessment_model varchar(128) NULL,
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assessment_completed_at datetime NULL,
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assessment_error_message varchar(1000) NULL,
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create_time datetime NOT NULL,
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update_time datetime NOT NULL,
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PRIMARY KEY (id),
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UNIQUE KEY uk_ai_training_evaluation (student_user_id, teaching_class_id, task_id)
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) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4;
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ALTER TABLE student_training_answer
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ADD COLUMN IF NOT EXISTS ai_assessment_score int NULL;
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package com.sztzjy.linkCommerce.entity;
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import java.util.Date;
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public class AiTrainingEvaluation {
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private String id;
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private String studentUserId;
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private String teachingClassId;
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private String taskId;
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private String taskKey;
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private String helpStatus;
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private String helpTaskSnapshot;
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private String helpAnswerSnapshot;
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private String helpReportJson;
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private String helpRawResponse;
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private String helpModel;
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private Date helpCompletedAt;
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private String helpErrorMessage;
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private String assessmentStatus;
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private String assessmentTaskSnapshot;
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private String assessmentAnswerSnapshot;
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private Integer assessmentScore;
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private String assessmentReportJson;
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private String assessmentRawResponse;
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private String assessmentModel;
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private Date assessmentCompletedAt;
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private String assessmentErrorMessage;
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private Date createTime;
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private Date updateTime;
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public String getId() { return id; }
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public void setId(String id) { this.id = trim(id); }
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public String getStudentUserId() { return studentUserId; }
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public void setStudentUserId(String studentUserId) { this.studentUserId = trim(studentUserId); }
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public String getTeachingClassId() { return teachingClassId; }
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public void setTeachingClassId(String teachingClassId) { this.teachingClassId = trim(teachingClassId); }
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public String getTaskId() { return taskId; }
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public void setTaskId(String taskId) { this.taskId = trim(taskId); }
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public String getTaskKey() { return taskKey; }
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public void setTaskKey(String taskKey) { this.taskKey = trim(taskKey); }
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public String getHelpStatus() { return helpStatus; }
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public void setHelpStatus(String helpStatus) { this.helpStatus = trim(helpStatus); }
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public String getHelpTaskSnapshot() { return helpTaskSnapshot; }
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public void setHelpTaskSnapshot(String helpTaskSnapshot) { this.helpTaskSnapshot = trim(helpTaskSnapshot); }
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public String getHelpAnswerSnapshot() { return helpAnswerSnapshot; }
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public void setHelpAnswerSnapshot(String helpAnswerSnapshot) { this.helpAnswerSnapshot = trim(helpAnswerSnapshot); }
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public String getHelpReportJson() { return helpReportJson; }
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public void setHelpReportJson(String helpReportJson) { this.helpReportJson = trim(helpReportJson); }
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public String getHelpRawResponse() { return helpRawResponse; }
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public void setHelpRawResponse(String helpRawResponse) { this.helpRawResponse = trim(helpRawResponse); }
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public String getHelpModel() { return helpModel; }
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public void setHelpModel(String helpModel) { this.helpModel = trim(helpModel); }
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public Date getHelpCompletedAt() { return helpCompletedAt; }
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public void setHelpCompletedAt(Date helpCompletedAt) { this.helpCompletedAt = helpCompletedAt; }
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public String getHelpErrorMessage() { return helpErrorMessage; }
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public void setHelpErrorMessage(String helpErrorMessage) { this.helpErrorMessage = trim(helpErrorMessage); }
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public String getAssessmentStatus() { return assessmentStatus; }
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public void setAssessmentStatus(String assessmentStatus) { this.assessmentStatus = trim(assessmentStatus); }
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public String getAssessmentTaskSnapshot() { return assessmentTaskSnapshot; }
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public void setAssessmentTaskSnapshot(String assessmentTaskSnapshot) { this.assessmentTaskSnapshot = trim(assessmentTaskSnapshot); }
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public String getAssessmentAnswerSnapshot() { return assessmentAnswerSnapshot; }
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public void setAssessmentAnswerSnapshot(String assessmentAnswerSnapshot) { this.assessmentAnswerSnapshot = trim(assessmentAnswerSnapshot); }
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public Integer getAssessmentScore() { return assessmentScore; }
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public void setAssessmentScore(Integer assessmentScore) { this.assessmentScore = assessmentScore; }
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public String getAssessmentReportJson() { return assessmentReportJson; }
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public void setAssessmentReportJson(String assessmentReportJson) { this.assessmentReportJson = trim(assessmentReportJson); }
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public String getAssessmentRawResponse() { return assessmentRawResponse; }
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public void setAssessmentRawResponse(String assessmentRawResponse) { this.assessmentRawResponse = trim(assessmentRawResponse); }
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public String getAssessmentModel() { return assessmentModel; }
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public void setAssessmentModel(String assessmentModel) { this.assessmentModel = trim(assessmentModel); }
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public Date getAssessmentCompletedAt() { return assessmentCompletedAt; }
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public void setAssessmentCompletedAt(Date assessmentCompletedAt) { this.assessmentCompletedAt = assessmentCompletedAt; }
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public String getAssessmentErrorMessage() { return assessmentErrorMessage; }
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public void setAssessmentErrorMessage(String assessmentErrorMessage) { this.assessmentErrorMessage = trim(assessmentErrorMessage); }
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public Date getCreateTime() { return createTime; }
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public void setCreateTime(Date createTime) { this.createTime = createTime; }
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public Date getUpdateTime() { return updateTime; }
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public void setUpdateTime(Date updateTime) { this.updateTime = updateTime; }
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private String trim(String value) {
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return value == null ? null : value.trim();
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}
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}
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package com.sztzjy.linkCommerce.mapper;
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import com.sztzjy.linkCommerce.entity.AiTrainingEvaluation;
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import org.apache.ibatis.annotations.Mapper;
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import org.apache.ibatis.annotations.Param;
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import java.util.Date;
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@Mapper
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public interface AiTrainingEvaluationMapper {
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AiTrainingEvaluation findByStudentClassAndTask(@Param("studentUserId") String studentUserId,
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@Param("teachingClassId") String teachingClassId,
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@Param("taskId") String taskId);
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int insertIgnore(AiTrainingEvaluation record);
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int claimHelp(@Param("id") String id, @Param("updateTime") Date updateTime);
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int claimAssessment(@Param("id") String id, @Param("updateTime") Date updateTime);
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int completeHelp(AiTrainingEvaluation record);
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int completeAssessment(AiTrainingEvaluation record);
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int failHelp(@Param("id") String id, @Param("errorMessage") String errorMessage,
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@Param("updateTime") Date updateTime);
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int failAssessment(@Param("id") String id, @Param("errorMessage") String errorMessage,
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@Param("updateTime") Date updateTime);
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}
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<?xml version="1.0" encoding="UTF-8"?>
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<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
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<mapper namespace="com.sztzjy.linkCommerce.mapper.AiTrainingEvaluationMapper">
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<resultMap id="BaseResultMap" type="com.sztzjy.linkCommerce.entity.AiTrainingEvaluation">
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<id column="id" jdbcType="VARCHAR" property="id"/>
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<result column="student_user_id" jdbcType="VARCHAR" property="studentUserId"/>
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<result column="teaching_class_id" jdbcType="VARCHAR" property="teachingClassId"/>
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<result column="task_id" jdbcType="VARCHAR" property="taskId"/>
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<result column="task_key" jdbcType="VARCHAR" property="taskKey"/>
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<result column="help_status" jdbcType="VARCHAR" property="helpStatus"/>
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<result column="help_task_snapshot" jdbcType="LONGVARCHAR" property="helpTaskSnapshot"/>
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<result column="help_answer_snapshot" jdbcType="LONGVARCHAR" property="helpAnswerSnapshot"/>
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<result column="help_report_json" jdbcType="LONGVARCHAR" property="helpReportJson"/>
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<result column="help_raw_response" jdbcType="LONGVARCHAR" property="helpRawResponse"/>
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<result column="help_model" jdbcType="VARCHAR" property="helpModel"/>
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<result column="help_completed_at" jdbcType="TIMESTAMP" property="helpCompletedAt"/>
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<result column="help_error_message" jdbcType="VARCHAR" property="helpErrorMessage"/>
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<result column="assessment_status" jdbcType="VARCHAR" property="assessmentStatus"/>
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<result column="assessment_task_snapshot" jdbcType="LONGVARCHAR" property="assessmentTaskSnapshot"/>
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<result column="assessment_answer_snapshot" jdbcType="LONGVARCHAR" property="assessmentAnswerSnapshot"/>
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<result column="assessment_score" jdbcType="INTEGER" property="assessmentScore"/>
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<result column="assessment_report_json" jdbcType="LONGVARCHAR" property="assessmentReportJson"/>
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<result column="assessment_raw_response" jdbcType="LONGVARCHAR" property="assessmentRawResponse"/>
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<result column="assessment_model" jdbcType="VARCHAR" property="assessmentModel"/>
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<result column="assessment_completed_at" jdbcType="TIMESTAMP" property="assessmentCompletedAt"/>
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<result column="assessment_error_message" jdbcType="VARCHAR" property="assessmentErrorMessage"/>
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<result column="create_time" jdbcType="TIMESTAMP" property="createTime"/>
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<result column="update_time" jdbcType="TIMESTAMP" property="updateTime"/>
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</resultMap>
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<sql id="Base_Column_List">
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id, student_user_id, teaching_class_id, task_id, task_key,
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help_status, help_task_snapshot, help_answer_snapshot, help_report_json, help_raw_response,
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help_model, help_completed_at, help_error_message,
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assessment_status, assessment_task_snapshot, assessment_answer_snapshot, assessment_score,
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assessment_report_json, assessment_raw_response, assessment_model, assessment_completed_at,
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assessment_error_message, create_time, update_time
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</sql>
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<select id="findByStudentClassAndTask" resultMap="BaseResultMap">
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SELECT <include refid="Base_Column_List"/>
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FROM ai_training_evaluation
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WHERE student_user_id = #{studentUserId,jdbcType=VARCHAR}
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AND teaching_class_id = #{teachingClassId,jdbcType=VARCHAR}
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AND task_id = #{taskId,jdbcType=VARCHAR}
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</select>
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<insert id="insertIgnore" parameterType="com.sztzjy.linkCommerce.entity.AiTrainingEvaluation">
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INSERT IGNORE INTO ai_training_evaluation (
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id, student_user_id, teaching_class_id, task_id, task_key,
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help_status, assessment_status, create_time, update_time
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) VALUES (
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#{id,jdbcType=VARCHAR}, #{studentUserId,jdbcType=VARCHAR}, #{teachingClassId,jdbcType=VARCHAR},
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#{taskId,jdbcType=VARCHAR}, #{taskKey,jdbcType=VARCHAR},
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#{helpStatus,jdbcType=VARCHAR}, #{assessmentStatus,jdbcType=VARCHAR},
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#{createTime,jdbcType=TIMESTAMP}, #{updateTime,jdbcType=TIMESTAMP}
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)
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</insert>
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<update id="claimHelp">
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UPDATE ai_training_evaluation
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SET help_status = 'PROCESSING', help_error_message = NULL, update_time = #{updateTime,jdbcType=TIMESTAMP}
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WHERE id = #{id,jdbcType=VARCHAR}
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AND help_status IN ('NOT_STARTED', 'FAILED')
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</update>
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<update id="claimAssessment">
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UPDATE ai_training_evaluation
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SET assessment_status = 'PROCESSING', assessment_error_message = NULL, update_time = #{updateTime,jdbcType=TIMESTAMP}
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WHERE id = #{id,jdbcType=VARCHAR}
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AND assessment_status IN ('NOT_STARTED', 'FAILED')
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</update>
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<update id="completeHelp" parameterType="com.sztzjy.linkCommerce.entity.AiTrainingEvaluation">
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UPDATE ai_training_evaluation
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SET help_status = 'SUCCEEDED',
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help_task_snapshot = #{helpTaskSnapshot},
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help_answer_snapshot = #{helpAnswerSnapshot},
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help_report_json = #{helpReportJson},
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help_raw_response = #{helpRawResponse},
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help_model = #{helpModel,jdbcType=VARCHAR},
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help_completed_at = #{helpCompletedAt,jdbcType=TIMESTAMP},
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help_error_message = NULL,
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update_time = #{updateTime,jdbcType=TIMESTAMP}
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WHERE id = #{id,jdbcType=VARCHAR} AND help_status = 'PROCESSING'
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</update>
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<update id="completeAssessment" parameterType="com.sztzjy.linkCommerce.entity.AiTrainingEvaluation">
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UPDATE ai_training_evaluation
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SET assessment_status = 'SUCCEEDED',
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assessment_task_snapshot = #{assessmentTaskSnapshot},
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assessment_answer_snapshot = #{assessmentAnswerSnapshot},
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assessment_score = #{assessmentScore,jdbcType=INTEGER},
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assessment_report_json = #{assessmentReportJson},
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assessment_raw_response = #{assessmentRawResponse},
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assessment_model = #{assessmentModel,jdbcType=VARCHAR},
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assessment_completed_at = #{assessmentCompletedAt,jdbcType=TIMESTAMP},
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assessment_error_message = NULL,
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update_time = #{updateTime,jdbcType=TIMESTAMP}
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WHERE id = #{id,jdbcType=VARCHAR} AND assessment_status = 'PROCESSING'
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</update>
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<update id="failHelp">
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UPDATE ai_training_evaluation
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SET help_status = 'FAILED', help_error_message = #{errorMessage,jdbcType=VARCHAR},
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update_time = #{updateTime,jdbcType=TIMESTAMP}
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WHERE id = #{id,jdbcType=VARCHAR} AND help_status = 'PROCESSING'
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</update>
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<update id="failAssessment">
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UPDATE ai_training_evaluation
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SET assessment_status = 'FAILED', assessment_error_message = #{errorMessage,jdbcType=VARCHAR},
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update_time = #{updateTime,jdbcType=TIMESTAMP}
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WHERE id = #{id,jdbcType=VARCHAR} AND assessment_status = 'PROCESSING'
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</update>
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</mapper>
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package com.sztzjy.linkCommerce.service.impl;
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import com.sztzjy.linkCommerce.entity.AiTrainingEvaluation;
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import com.sztzjy.linkCommerce.entity.StudentTrainingAnswer;
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import com.sztzjy.linkCommerce.mapper.AiTrainingEvaluationMapper;
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import org.junit.jupiter.api.Test;
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import java.io.IOException;
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import java.nio.charset.StandardCharsets;
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import java.nio.file.Files;
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import java.nio.file.Paths;
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import java.util.Date;
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import static org.junit.jupiter.api.Assertions.assertEquals;
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import static org.junit.jupiter.api.Assertions.assertNotNull;
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import static org.junit.jupiter.api.Assertions.assertTrue;
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class AiTrainingEvaluationServiceImplTest {
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@Test
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void persistsIndependentHelpAndAssessmentFieldsAndAnswerScore() {
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AiTrainingEvaluation evaluation = new AiTrainingEvaluation();
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Date completedAt = new Date();
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evaluation.setHelpStatus("SUCCEEDED");
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evaluation.setHelpTaskSnapshot("{\"task\":\"snapshot\"}");
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evaluation.setHelpAnswerSnapshot("{\"step1\":\"answer\"}");
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evaluation.setHelpReportJson("{\"overallDiagnosis\":\"ok\"}");
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evaluation.setHelpRawResponse("raw-help");
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evaluation.setHelpModel("qwen-test");
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evaluation.setHelpCompletedAt(completedAt);
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evaluation.setHelpErrorMessage("help-error");
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evaluation.setAssessmentStatus("SUCCEEDED");
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evaluation.setAssessmentTaskSnapshot("{\"task\":\"snapshot\"}");
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evaluation.setAssessmentAnswerSnapshot("{\"step1\":\"answer\"}");
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evaluation.setAssessmentScore(86);
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evaluation.setAssessmentReportJson("{\"score\":86}");
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evaluation.setAssessmentRawResponse("raw-assessment");
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evaluation.setAssessmentModel("qwen-test");
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evaluation.setAssessmentCompletedAt(completedAt);
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evaluation.setAssessmentErrorMessage("assessment-error");
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StudentTrainingAnswer answer = new StudentTrainingAnswer();
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answer.setAiAssessmentScore(86);
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assertEquals("SUCCEEDED", evaluation.getHelpStatus());
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assertEquals("{\"overallDiagnosis\":\"ok\"}", evaluation.getHelpReportJson());
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assertEquals(86, evaluation.getAssessmentScore());
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assertEquals("{\"score\":86}", evaluation.getAssessmentReportJson());
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assertEquals(completedAt, evaluation.getAssessmentCompletedAt());
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assertEquals(86, answer.getAiAssessmentScore());
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}
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@Test
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void mapperProvidesAtomicClaimsAndCompletionOperations() throws Exception {
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assertNotNull(AiTrainingEvaluationMapper.class.getDeclaredMethod("findByStudentClassAndTask",
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String.class, String.class, String.class));
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assertNotNull(AiTrainingEvaluationMapper.class.getDeclaredMethod("insertIgnore", AiTrainingEvaluation.class));
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assertNotNull(AiTrainingEvaluationMapper.class.getDeclaredMethod("claimHelp", String.class, Date.class));
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assertNotNull(AiTrainingEvaluationMapper.class.getDeclaredMethod("claimAssessment", String.class, Date.class));
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assertNotNull(AiTrainingEvaluationMapper.class.getDeclaredMethod("completeHelp", AiTrainingEvaluation.class));
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assertNotNull(AiTrainingEvaluationMapper.class.getDeclaredMethod("completeAssessment", AiTrainingEvaluation.class));
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assertNotNull(AiTrainingEvaluationMapper.class.getDeclaredMethod("failHelp", String.class, String.class, Date.class));
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assertNotNull(AiTrainingEvaluationMapper.class.getDeclaredMethod("failAssessment", String.class, String.class, Date.class));
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String xml = readResource("src/main/resources/mappers/AiTrainingEvaluationMapper.xml");
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assertTrue(xml.contains("INSERT IGNORE INTO ai_training_evaluation"));
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assertTrue(xml.contains("help_status IN ('NOT_STARTED', 'FAILED')"));
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assertTrue(xml.contains("assessment_status IN ('NOT_STARTED', 'FAILED')"));
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assertTrue(xml.contains("help_status = 'SUCCEEDED'"));
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assertTrue(xml.contains("assessment_status = 'SUCCEEDED'"));
|
||||
}
|
||||
|
||||
@Test
|
||||
void answerMapperIncludesAssessmentScoreAndTargetedScoreUpdate() throws Exception {
|
||||
String xml = readResource("src/main/resources/mappers/StudentTrainingAnswerMapper.xml");
|
||||
assertTrue(xml.contains("ai_assessment_score"));
|
||||
assertTrue(xml.contains("<update id=\"updateAiAssessmentScore\""));
|
||||
}
|
||||
|
||||
private String readResource(String path) throws IOException {
|
||||
return new String(Files.readAllBytes(Paths.get(path)), StandardCharsets.UTF_8);
|
||||
}
|
||||
}
|
||||
Loading…
Reference in New Issue