fix: 不知道啥东西

需要用的时候现算就是了，避免维护更多的原始数据

.gitignore

@@ -252,3 +252,4 @@ gradle-app.setting
 !.yarn/cache
 nohup.out
 !leopard*/bin
+archive

.idea/codeStyles/Project.xml

@@ -1,5 +1,6 @@
 <component name="ProjectCodeStyleConfiguration">
   <code_scheme name="Project" version="173">
+    <option name="AUTODETECT_INDENTS" value="false" />
     <JSCodeStyleSettings version="0">
       <option name="USE_SEMICOLON_AFTER_STATEMENT" value="false" />
       <option name="FORCE_SEMICOLON_STYLE" value="true" />
@@ -27,6 +28,9 @@
     <ScalaCodeStyleSettings>
       <option name="MULTILINE_STRING_CLOSING_QUOTES_ON_NEW_LINE" value="true" />
     </ScalaCodeStyleSettings>
+    <SqlCodeStyleSettings version="7">
+      <option name="KEYWORD_CASE" value="1" />
+    </SqlCodeStyleSettings>
     <TypeScriptCodeStyleSettings version="0">
       <option name="USE_SEMICOLON_AFTER_STATEMENT" value="false" />
       <option name="FORCE_SEMICOLON_STYLE" value="true" />
@@ -73,6 +77,15 @@
         <option name="TAB_SIZE" value="2" />
       </indentOptions>
     </codeStyleSettings>
+    <codeStyleSettings language="SQL">
+      <option name="KEEP_LINE_BREAKS" value="false" />
+      <option name="KEEP_FIRST_COLUMN_COMMENT" value="false" />
+      <indentOptions>
+        <option name="INDENT_SIZE" value="2" />
+        <option name="CONTINUATION_INDENT_SIZE" value="4" />
+        <option name="TAB_SIZE" value="2" />
+      </indentOptions>
+    </codeStyleSettings>
     <codeStyleSettings language="TypeScript">
       <indentOptions>
         <option name="INDENT_SIZE" value="2" />
@@ -91,5 +104,10 @@
     <codeStyleSettings language="kotlin">
       <option name="CODE_STYLE_DEFAULTS" value="KOTLIN_OFFICIAL" />
     </codeStyleSettings>
+    <codeStyleSettings language="yaml">
+      <option name="LINE_COMMENT_AT_FIRST_COLUMN" value="false" />
+      <option name="LINE_COMMENT_ADD_SPACE" value="true" />
+      <option name="LINE_COMMENT_ADD_SPACE_ON_REFORMAT" value="true" />
+    </codeStyleSettings>
   </code_scheme>
 </component>

.idea/compiler.xml

@@ -17,13 +17,11 @@
           <entry name="$MAVEN_REPOSITORY$/org/projectlombok/lombok/1.18.38/lombok-1.18.38.jar" />
           <entry name="$MAVEN_REPOSITORY$/org/hibernate/orm/hibernate-jpamodelgen/6.6.8.Final/hibernate-jpamodelgen-6.6.8.Final.jar" />
           <entry name="$MAVEN_REPOSITORY$/org/hibernate/orm/hibernate-core/6.6.8.Final/hibernate-core-6.6.8.Final.jar" />
-          <entry name="$MAVEN_REPOSITORY$/jakarta/persistence/jakarta.persistence-api/3.2.0/jakarta.persistence-api-3.2.0.jar" />
           <entry name="$MAVEN_REPOSITORY$/jakarta/transaction/jakarta.transaction-api/2.0.1/jakarta.transaction-api-2.0.1.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/jboss/logging/jboss-logging/3.5.0.Final/jboss-logging-3.5.0.Final.jar" />
+          <entry name="$MAVEN_REPOSITORY$/com/fasterxml/classmate/1.5.1/classmate-1.5.1.jar" />
+          <entry name="$MAVEN_REPOSITORY$/jakarta/inject/jakarta.inject-api/2.0.1/jakarta.inject-api-2.0.1.jar" />
           <entry name="$MAVEN_REPOSITORY$/org/hibernate/common/hibernate-commons-annotations/7.0.3.Final/hibernate-commons-annotations-7.0.3.Final.jar" />
           <entry name="$MAVEN_REPOSITORY$/io/smallrye/jandex/3.2.0/jandex-3.2.0.jar" />
-          <entry name="$MAVEN_REPOSITORY$/com/fasterxml/classmate/1.5.1/classmate-1.5.1.jar" />
-          <entry name="$MAVEN_REPOSITORY$/net/bytebuddy/byte-buddy/1.15.11/byte-buddy-1.15.11.jar" />
           <entry name="$MAVEN_REPOSITORY$/jakarta/xml/bind/jakarta.xml.bind-api/4.0.0/jakarta.xml.bind-api-4.0.0.jar" />
           <entry name="$MAVEN_REPOSITORY$/jakarta/activation/jakarta.activation-api/2.1.0/jakarta.activation-api-2.1.0.jar" />
           <entry name="$MAVEN_REPOSITORY$/org/glassfish/jaxb/jaxb-runtime/4.0.2/jaxb-runtime-4.0.2.jar" />
@@ -31,10 +29,11 @@
           <entry name="$MAVEN_REPOSITORY$/org/eclipse/angus/angus-activation/2.0.0/angus-activation-2.0.0.jar" />
           <entry name="$MAVEN_REPOSITORY$/org/glassfish/jaxb/txw2/4.0.2/txw2-4.0.2.jar" />
           <entry name="$MAVEN_REPOSITORY$/com/sun/istack/istack-commons-runtime/4.1.1/istack-commons-runtime-4.1.1.jar" />
-          <entry name="$MAVEN_REPOSITORY$/jakarta/inject/jakarta.inject-api/2.0.1/jakarta.inject-api-2.0.1.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/antlr/antlr4-runtime/4.13.0/antlr4-runtime-4.13.0.jar" />
           <entry name="$MAVEN_REPOSITORY$/jakarta/validation/jakarta.validation-api/3.0.2/jakarta.validation-api-3.0.2.jar" />
           <entry name="$MAVEN_REPOSITORY$/jakarta/annotation/jakarta.annotation-api/2.1.1/jakarta.annotation-api-2.1.1.jar" />
+          <entry name="$MAVEN_REPOSITORY$/org/antlr/antlr4-runtime/4.13.0/antlr4-runtime-4.13.0.jar" />
+          <entry name="$MAVEN_REPOSITORY$/net/bytebuddy/byte-buddy/1.15.11/byte-buddy-1.15.11.jar" />
+          <entry name="$MAVEN_REPOSITORY$/org/jboss/logging/jboss-logging/3.5.0.Final/jboss-logging-3.5.0.Final.jar" />
           <entry name="$MAVEN_REPOSITORY$/io/github/openfeign/querydsl/querydsl-apt/7.0/querydsl-apt-7.0-jpa.jar" />
           <entry name="$MAVEN_REPOSITORY$/io/github/openfeign/querydsl/querydsl-codegen/7.0/querydsl-codegen-7.0.jar" />
           <entry name="$MAVEN_REPOSITORY$/io/github/openfeign/querydsl/querydsl-core/7.0/querydsl-core-7.0.jar" />
@@ -43,48 +42,7 @@
           <entry name="$MAVEN_REPOSITORY$/io/github/openfeign/querydsl/querydsl-codegen-utils/7.0/querydsl-codegen-utils-7.0.jar" />
           <entry name="$MAVEN_REPOSITORY$/org/eclipse/jdt/ecj/3.40.0/ecj-3.40.0.jar" />
           <entry name="$MAVEN_REPOSITORY$/io/github/classgraph/classgraph/4.8.179/classgraph-4.8.179.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/jetbrains/annotations/26.0.2/annotations-26.0.2.jar" />
-          <entry name="$MAVEN_REPOSITORY$/dev/morphia/morphia/morphia-core/2.5.0/morphia-core-2.5.0.jar" />
-          <entry name="$MAVEN_REPOSITORY$/io/smallrye/config/smallrye-config/3.10.1/smallrye-config-3.10.1.jar" />
-          <entry name="$MAVEN_REPOSITORY$/io/smallrye/config/smallrye-config-core/3.10.1/smallrye-config-core-3.10.1.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/eclipse/microprofile/config/microprofile-config-api/3.1/microprofile-config-api-3.1.jar" />
-          <entry name="$MAVEN_REPOSITORY$/io/smallrye/common/smallrye-common-annotation/2.8.0/smallrye-common-annotation-2.8.0.jar" />
-          <entry name="$MAVEN_REPOSITORY$/io/smallrye/common/smallrye-common-expression/2.8.0/smallrye-common-expression-2.8.0.jar" />
-          <entry name="$MAVEN_REPOSITORY$/io/smallrye/common/smallrye-common-function/2.8.0/smallrye-common-function-2.8.0.jar" />
-          <entry name="$MAVEN_REPOSITORY$/io/smallrye/common/smallrye-common-constraint/2.8.0/smallrye-common-constraint-2.8.0.jar" />
-          <entry name="$MAVEN_REPOSITORY$/io/smallrye/common/smallrye-common-classloader/2.8.0/smallrye-common-classloader-2.8.0.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/ow2/asm/asm/9.8/asm-9.8.jar" />
-          <entry name="$MAVEN_REPOSITORY$/io/smallrye/config/smallrye-config-common/3.10.1/smallrye-config-common-3.10.1.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/mongodb/mongodb-driver-sync/5.4.0/mongodb-driver-sync-5.4.0.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/mongodb/bson/5.4.0/bson-5.4.0.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/mongodb/mongodb-driver-core/5.4.0/mongodb-driver-core-5.4.0.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/mongodb/bson-record-codec/5.4.0/bson-record-codec-5.4.0.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/mongodb/mongodb-driver-legacy/5.4.0/mongodb-driver-legacy-5.4.0.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/slf4j/slf4j-api/2.0.17/slf4j-api-2.0.17.jar" />
-          <entry name="$MAVEN_REPOSITORY$/com/github/spotbugs/spotbugs-annotations/4.8.6/spotbugs-annotations-4.8.6.jar" />
-          <entry name="$MAVEN_REPOSITORY$/com/google/code/findbugs/jsr305/3.0.2/jsr305-3.0.2.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/semver4j/semver4j/5.6.0/semver4j-5.6.0.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/jspecify/jspecify/1.0.0/jspecify-1.0.0.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/jsoup/jsoup/1.18.3/jsoup-1.18.3.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/hibernate/orm/hibernate-envers/7.0.0.Beta1/hibernate-envers-7.0.0.Beta1.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/hibernate/models/hibernate-models/0.8.6/hibernate-models-0.8.6.jar" />
-          <entry name="$MAVEN_REPOSITORY$/io/github/openfeign/querydsl/querydsl-core/7.0/querydsl-core-7.0-tests.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/joda/joda-money/2.0.2/joda-money-2.0.2.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/junit/jupiter/junit-jupiter/5.13.1/junit-jupiter-5.13.1.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/junit/jupiter/junit-jupiter-api/5.13.1/junit-jupiter-api-5.13.1.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/opentest4j/opentest4j/1.3.0/opentest4j-1.3.0.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/junit/platform/junit-platform-commons/1.13.1/junit-platform-commons-1.13.1.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/apiguardian/apiguardian-api/1.1.2/apiguardian-api-1.1.2.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/junit/jupiter/junit-jupiter-params/5.13.1/junit-jupiter-params-5.13.1.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/junit/jupiter/junit-jupiter-engine/5.13.1/junit-jupiter-engine-5.13.1.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/junit/platform/junit-platform-engine/1.13.1/junit-platform-engine-1.13.1.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/assertj/assertj-core/3.27.3/assertj-core-3.27.3.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/junit/vintage/junit-vintage-engine/5.13.1/junit-vintage-engine-5.13.1.jar" />
-          <entry name="$MAVEN_REPOSITORY$/junit/junit/4.13.2/junit-4.13.2.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/hamcrest/hamcrest-core/1.3/hamcrest-core-1.3.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/easymock/easymock/5.6.0/easymock-5.6.0.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/objenesis/objenesis/3.4/objenesis-3.4.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/javassist/javassist/3.30.2-GA/javassist-3.30.2-GA.jar" />
+          <entry name="$MAVEN_REPOSITORY$/jakarta/persistence/jakarta.persistence-api/3.2.0/jakarta.persistence-api-3.2.0.jar" />
         </processorPath>
         <module name="leopard-core" />
       </profile>

.idea/dataSources.xml

@@ -39,11 +39,11 @@
       </jdbc-additional-properties>
       <working-dir>$ProjectFileDir$</working-dir>
     </data-source>
-    <data-source source="LOCAL" name="leopard@81.71.3.24" uuid="4b5dd0f8-26c8-49e2-b794-d464461c121a">
+    <data-source source="LOCAL" name="leopard_dev@81.71.3.24" uuid="63824900-a456-4883-8de4-8f436cd00c71">
       <driver-ref>postgresql</driver-ref>
       <synchronize>true</synchronize>
       <jdbc-driver>org.postgresql.Driver</jdbc-driver>
-      <jdbc-url>jdbc:postgresql://81.71.3.24:6785/leopard</jdbc-url>
+      <jdbc-url>jdbc:postgresql://81.71.3.24:6785/leopard_dev</jdbc-url>
       <jdbc-additional-properties>
         <property name="com.intellij.clouds.kubernetes.db.host.port" />
         <property name="com.intellij.clouds.kubernetes.db.enabled" value="false" />

.idea/data_source_mapping.xml

@@ -1,8 +1,7 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
   <component name="DataSourcePerFileMappings">
-    <file url="file://$APPLICATION_CONFIG_DIR$/consoles/db/4b5dd0f8-26c8-49e2-b794-d464461c121a/console.sql" value="4b5dd0f8-26c8-49e2-b794-d464461c121a" />
-    <file url="file://$APPLICATION_CONFIG_DIR$/consoles/db/a8b9cd0a-335e-42ae-991a-f2733200afbf/console.sql" value="a8b9cd0a-335e-42ae-991a-f2733200afbf" />
+    <file url="file://$APPLICATION_CONFIG_DIR$/consoles/db/63824900-a456-4883-8de4-8f436cd00c71/console.sql" value="63824900-a456-4883-8de4-8f436cd00c71" />
     <file url="file://$APPLICATION_CONFIG_DIR$/consoles/db/f7d817dc-8c9c-479f-b469-583df17cb013/console.sql" value="f7d817dc-8c9c-479f-b469-583df17cb013" />
   </component>
 </project>

.idea/inspectionProfiles/Project_Default.xml

@@ -0,0 +1,15 @@
+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="NullableProblems" enabled="false" level="WARNING" enabled_by_default="false">
+      <option name="REPORT_NULLABLE_METHOD_OVERRIDES_NOTNULL" value="true" />
+      <option name="REPORT_NOT_ANNOTATED_METHOD_OVERRIDES_NOTNULL" value="true" />
+      <option name="REPORT_NOTNULL_PARAMETER_OVERRIDES_NULLABLE" value="true" />
+      <option name="REPORT_NOT_ANNOTATED_PARAMETER_OVERRIDES_NOTNULL" value="true" />
+      <option name="REPORT_NOT_ANNOTATED_GETTER" value="true" />
+      <option name="REPORT_NOT_ANNOTATED_SETTER_PARAMETER" value="true" />
+      <option name="REPORT_ANNOTATION_NOT_PROPAGATED_TO_OVERRIDERS" value="true" />
+      <option name="REPORT_NULLS_PASSED_TO_NON_ANNOTATED_METHOD" value="true" />
+    </inspection_tool>
+  </profile>
+</component>

.idea/misc.xml

@@ -8,7 +8,7 @@
       </list>
     </option>
   </component>
-  <component name="ProjectRootManager" version="2" languageLevel="JDK_17" default="true" project-jdk-name="temurin-17" project-jdk-type="JavaSDK">
+  <component name="ProjectRootManager" version="2" languageLevel="JDK_21" default="true" project-jdk-name="temurin-21" project-jdk-type="JavaSDK">
     <output url="file://$PROJECT_DIR$/out" />
   </component>
 </project>

leopard-core/pom.xml

@@ -20,10 +20,44 @@
       <groupId>org.springframework.boot</groupId>
       <artifactId>spring-boot-starter-data-jpa</artifactId>
     </dependency>
+    <dependency>
+      <groupId>org.springframework.boot</groupId>
+      <artifactId>spring-boot-starter-json</artifactId>
+    </dependency>
     <dependency>
       <groupId>cn.hutool</groupId>
       <artifactId>hutool-core</artifactId>
     </dependency>
+    <dependency>
+      <groupId>cn.hutool</groupId>
+      <artifactId>hutool-http</artifactId>
+    </dependency>
+
+    <dependency>
+      <groupId>org.icepear.echarts</groupId>
+      <artifactId>echarts-java</artifactId>
+      <version>1.1.0</version>
+    </dependency>
+
+    <dependency>
+      <groupId>io.github.ralfkonrad.quantlib_for_maven</groupId>
+      <artifactId>quantlib</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>org.ta4j</groupId>
+      <artifactId>ta4j-core</artifactId>
+    </dependency>
+
+    <dependency>
+      <groupId>org.hibernate.orm</groupId>
+      <artifactId>hibernate-ant</artifactId>
+      <scope>test</scope>
+    </dependency>
+    <dependency>
+      <groupId>org.postgresql</groupId>
+      <artifactId>postgresql</artifactId>
+      <scope>test</scope>
+    </dependency>
   </dependencies>
 
   <build>

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/entity/Daily.java

@@ -1,5 +1,6 @@
 package com.lanyuanxiaoyao.leopard.core.entity;
 
+import cn.hutool.core.util.ObjectUtil;
 import com.lanyuanxiaoyao.leopard.core.Constants;
 import com.lanyuanxiaoyao.service.template.entity.SimpleEntity;
 import jakarta.persistence.Column;
@@ -29,6 +30,7 @@ import org.springframework.data.jpa.domain.support.AuditingEntityListener;
 @Table(name = Constants.DATABASE_PREFIX + "daily")
 public class Daily extends SimpleEntity {
   @Column(nullable = false)
+  @Comment("交易日")
   private LocalDate tradeDate;
   @Comment("开盘价")
   private Double open;
@@ -55,4 +57,20 @@ public class Daily extends SimpleEntity {
   @JoinColumn(nullable = false)
   @ToString.Exclude
   private Stock stock;
+
+  public Double getHfqOpen() {
+    return open * ObjectUtil.defaultIfNull(factor, 1.0);
+  }
+
+  public Double getHfqClose() {
+    return close * ObjectUtil.defaultIfNull(factor, 1.0);
+  }
+
+  public Double getHfqHigh() {
+    return high * ObjectUtil.defaultIfNull(factor, 1.0);
+  }
+
+  public Double getHfqLow() {
+    return low * ObjectUtil.defaultIfNull(factor, 1.0);
+  }
 }

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/entity/FinanceIndicator.java

@@ -0,0 +1,152 @@
+package com.lanyuanxiaoyao.leopard.core.entity;
+
+import com.lanyuanxiaoyao.leopard.core.Constants;
+import com.lanyuanxiaoyao.service.template.entity.SimpleEntity;
+import jakarta.persistence.Column;
+import jakarta.persistence.Entity;
+import jakarta.persistence.EntityListeners;
+import jakarta.persistence.ManyToOne;
+import jakarta.persistence.Table;
+import lombok.Getter;
+import lombok.Setter;
+import lombok.ToString;
+import lombok.experimental.FieldNameConstants;
+import org.hibernate.annotations.Comment;
+import org.hibernate.annotations.DynamicInsert;
+import org.hibernate.annotations.DynamicUpdate;
+import org.springframework.data.jpa.domain.support.AuditingEntityListener;
+
+@Setter
+@Getter
+@ToString(callSuper = true)
+@FieldNameConstants
+@Entity
+@DynamicUpdate
+@DynamicInsert
+@EntityListeners(AuditingEntityListener.class)
+@Table(name = Constants.DATABASE_PREFIX + "finance_indicator")
+public class FinanceIndicator extends SimpleEntity {
+  @ManyToOne
+  private Stock stock;
+  @Column(name = "`year`", nullable = false)
+  @Comment("年报年度")
+  private Integer year;
+  @Comment("总股本")
+  private Double totalShareCapital;
+  @Comment("资本公积金")
+  private Double capitalSurplus;
+  @Comment("盈余公积金")
+  private Double surplusReserve;
+  @Comment("未分配利润")
+  private Double undistributedProfit;
+  @Comment("现金及现金等价物")
+  private Double cashAndCashEquivalents;
+  @Comment("现金及现金等价物占总资产比率")
+  private Double cashAndCashEquivalentsToTotalAssetsRatio;
+  @Comment("应收账款")
+  private Double accountsReceivable;
+  @Comment("应收账款占总资产比率")
+  private Double accountsReceivableToTotalAssetsRatio;
+  @Comment("应付账款")
+  private Double accountsPayable;
+  @Comment("应付账款占总资产比率")
+  private Double accountsPayableToTotalAssetsRatio;
+  @Comment("存货")
+  private Double inventory;
+  @Comment("存货占总资产比率")
+  private Double inventoryToTotalAssetsRatio;
+  @Comment("商誉")
+  private Double goodwill;
+  @Comment("商誉占总资产比率")
+  private Double goodwillToTotalAssetsRatio;
+  @Comment("流动资产")
+  private Double currentAssets;
+  @Comment("流动资产占总资产比率")
+  private Double currentAssetsToTotalAssetsRatio;
+  @Comment("固定资产")
+  private Double fixedAssets;
+  @Comment("固定资产占总资产比率")
+  private Double fixedAssetsToTotalAssetsRatio;
+  @Comment("流动负债")
+  private Double currentLiabilities;
+  @Comment("流动负债占总资产比率")
+  private Double currentLiabilitiesToTotalAssetsRatio;
+  @Comment("流动负债占总负债比率")
+  private Double currentLiabilitiesToTotalLiabilitiesRatio;
+  @Comment("长期负债")
+  private Double longTermLiabilities;
+  @Comment("长期负债占总资产比率")
+  private Double longTermLiabilitiesToTotalAssetsRatio;
+  @Comment("长期负债占总负债比率")
+  private Double longTermLiabilitiesToTotalLiabilitiesRatio;
+  @Comment("总负债")
+  private Double totalLiabilities;
+  @Comment("负债占总资产比率")
+  private Double liabilitiesToTotalAssetsRatio;
+  @Comment("股东权益")
+  private Double shareholdersEquity;
+  @Comment("股东权益占总资产比率")
+  private Double shareholdersEquityToTotalAssetsRatio;
+  @Comment("总资产")
+  private Double totalAssets;
+  @Comment("营业收入")
+  private Double operatingRevenue;
+  @Comment("营业成本")
+  private Double operatingCost;
+  @Comment("营业利润")
+  private Double operatingProfit;
+  @Comment("营业支出")
+  private Double operatingExpenses;
+  @Comment("净利润")
+  private Double netProfit;
+  @Comment("经营活动现金流净额")
+  private Double netCashFlowFromOperatingActivities;
+  @Comment("营业活动现金流量")
+  private Double cashFlowFromOperatingActivities;
+  @Comment("投资活动现金流量")
+  private Double cashFlowFromInvestingActivities;
+  @Comment("筹资活动现金流量")
+  private Double cashFlowFromFinancingActivities;
+  @Comment("流动比率")
+  private Double currentRatio;
+  @Comment("速动比率")
+  private Double quickRatio;
+  @Comment("长期资金占固定资产比率")
+  private Double longTermFundsToFixedAssetsRatio;
+  @Comment("应收账款周转率")
+  private Double accountsReceivableTurnover;
+  @Comment("应收账款周转天数（平均收现天数）")
+  private Double daysAccountsReceivableTurnover;
+  @Comment("存货周转率")
+  private Double inventoryTurnover;
+  @Comment("存货周转天数（平均销货天数）")
+  private Double daysInventoryTurnover;
+  @Comment("固定资产周转率")
+  private Double fixedAssetsTurnover;
+  @Comment("固定资产周转天数")
+  private Double daysFixedAssetsTurnover;
+  @Comment("总资产周转率")
+  private Double totalAssetsTurnover;
+  @Comment("总资产周转天数")
+  private Double daysTotalAssetsTurnover;
+  @Comment("ROE")
+  private Double returnOnEquity;
+  @Comment("ROA")
+  private Double returnOnAssets;
+  @Comment("营业毛利率")
+  private Double operatingGrossProfitMargin;
+  @Comment("营业利益率")
+  private Double operatingProfitMargin;
+  @Comment("经营安全边际率")
+  private Double operatingSafetyMarginRatio;
+  @Comment("净利率")
+  private Double netProfitMargin;
+  @Comment("每股盈余")
+  private Double earningsPerShare;
+  @Comment("现金流量比率")
+  private Double cashFlowRatio;
+  @Comment("现金流量允当比率")
+  private Double cashFlowAdequacyRatio;
+  @Comment("现金再投资比率")
+  private Double cashReinvestmentRatio;
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/entity/Stock.java

@@ -9,7 +9,6 @@ import jakarta.persistence.Entity;
 import jakarta.persistence.EntityListeners;
 import jakarta.persistence.EnumType;
 import jakarta.persistence.Enumerated;
-import jakarta.persistence.ManyToMany;
 import jakarta.persistence.OneToMany;
 import jakarta.persistence.Table;
 import java.time.LocalDate;
@@ -62,9 +61,22 @@ public class Stock extends SimpleEntity {
   @ToString.Exclude
   private Set<Daily> dailies;
 
-  @ManyToMany
+  @OneToMany(mappedBy = "stock", cascade = CascadeType.REMOVE)
   @ToString.Exclude
-  private Set<StockCollection> collections;
+  private Set<FinanceIndicator> indicators;
+
+  @Override
+  public boolean equals(Object o) {
+    if (o == null || getClass() != o.getClass()) return false;
+
+    Stock stock = (Stock) o;
+    return code.equals(stock.code);
+  }
+
+  @Override
+  public int hashCode() {
+    return code.hashCode();
+  }
 
   @Getter
   @AllArgsConstructor

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/entity/StockCollection.java

@@ -2,10 +2,11 @@ package com.lanyuanxiaoyao.leopard.core.entity;
 
 import com.lanyuanxiaoyao.leopard.core.Constants;
 import com.lanyuanxiaoyao.service.template.entity.SimpleEntity;
+import jakarta.persistence.CascadeType;
 import jakarta.persistence.Column;
 import jakarta.persistence.Entity;
 import jakarta.persistence.EntityListeners;
-import jakarta.persistence.ManyToMany;
+import jakarta.persistence.OneToMany;
 import jakarta.persistence.Table;
 import java.util.Set;
 import lombok.Getter;
@@ -31,7 +32,7 @@ public class StockCollection extends SimpleEntity {
   @Column(nullable = false)
   private String description;
 
-  @ManyToMany
+  @OneToMany(cascade = CascadeType.ALL)
   @ToString.Exclude
-  private Set<Stock> stocks;
+  private Set<StockScore> scores;
 }

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/entity/StockScore.java

@@ -2,10 +2,13 @@ package com.lanyuanxiaoyao.leopard.core.entity;
 
 import com.lanyuanxiaoyao.leopard.core.Constants;
 import com.lanyuanxiaoyao.service.template.entity.SimpleEntity;
-import jakarta.persistence.Column;
+import jakarta.persistence.ElementCollection;
 import jakarta.persistence.Entity;
 import jakarta.persistence.EntityListeners;
+import jakarta.persistence.JoinTable;
+import jakarta.persistence.ManyToOne;
 import jakarta.persistence.Table;
+import java.util.Map;
 import lombok.Getter;
 import lombok.Setter;
 import lombok.ToString;
@@ -22,12 +25,14 @@ import org.springframework.data.jpa.domain.support.AuditingEntityListener;
 @DynamicUpdate
 @DynamicInsert
 @EntityListeners(AuditingEntityListener.class)
-@Table(name = Constants.DATABASE_PREFIX + "task_template")
-public class TaskTemplate extends SimpleEntity {
-  @Column(nullable = false)
-  private String name;
-  @Column(nullable = false, length = 500)
-  private String description;
-  @Column(nullable = false)
-  private String chain;
-}
+@Table(name = Constants.DATABASE_PREFIX + "stock_score")
+public class StockScore extends SimpleEntity {
+  @ManyToOne
+  private Stock stock;
+  @ManyToOne
+  private StockCollection collection;
+  @ElementCollection
+  @JoinTable(name = Constants.DATABASE_PREFIX + "stock_score_extra")
+  private Map<String, String> extra;
+  private Double score;
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/entity/Task.java

@@ -61,7 +61,7 @@ public class Task extends SimpleEntity {
   private Status status = Status.RUNNING;
   @Column(nullable = false)
   @Comment("任务进度")
-  private Integer step = 0;
+  private Double step = 0.0;
   @Comment("任务开始时间")
   private LocalDateTime launchedTime;
   @Comment("任务结束时间")

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/entity/dto/DailyDouble.java

@@ -0,0 +1,6 @@
+package com.lanyuanxiaoyao.leopard.core.entity.dto;
+
+import java.time.LocalDate;
+
+public record DailyDouble(LocalDate date, Double value) {
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/entity/dto/Monthly.java

@@ -0,0 +1,18 @@
+package com.lanyuanxiaoyao.leopard.core.entity.dto;
+
+import java.time.LocalDate;
+
+public record Monthly(
+  LocalDate tradeDate,
+  int year,
+  int month,
+  Double open,
+  Double high,
+  Double low,
+  Double close,
+  Double priceChangeAmount,
+  Double priceFluctuationRange,
+  Double volume,
+  Double turnover
+) {
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/entity/dto/Weekly.java

@@ -0,0 +1,18 @@
+package com.lanyuanxiaoyao.leopard.core.entity.dto;
+
+import java.time.LocalDate;
+
+public record Weekly(
+  LocalDate tradeDate,
+  int year,
+  int week,
+  Double open,
+  Double high,
+  Double low,
+  Double close,
+  Double priceChangeAmount,
+  Double priceFluctuationRange,
+  Double volume,
+  Double turnover
+) {
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/entity/dto/YearAndMonth.java

@@ -0,0 +1,4 @@
+package com.lanyuanxiaoyao.leopard.core.entity.dto;
+
+public record YearAndMonth(int year, int month) {
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/entity/dto/YearAndWeek.java

@@ -0,0 +1,4 @@
+package com.lanyuanxiaoyao.leopard.core.entity.dto;
+
+public record YearAndWeek(int year, int week) {
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/entity/dto/Yearly.java

@@ -0,0 +1,17 @@
+package com.lanyuanxiaoyao.leopard.core.entity.dto;
+
+import java.time.LocalDate;
+
+public record Yearly(
+  LocalDate tradeDate,
+  int year,
+  Double open,
+  Double high,
+  Double low,
+  Double close,
+  Double priceChangeAmount,
+  Double priceFluctuationRange,
+  Double volume,
+  Double turnover
+) {
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/helper/NumberHelper.java

@@ -0,0 +1,91 @@
+package com.lanyuanxiaoyao.leopard.core.helper;
+
+import cn.hutool.core.util.NumberUtil;
+import cn.hutool.core.util.ObjectUtil;
+import cn.hutool.core.util.StrUtil;
+import java.util.function.Function;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250912
+ */
+public class NumberHelper {
+  public static final String FINANCE_NULL_DOUBLE = "/";
+
+  public static String formatFinanceDouble(Double value) {
+    if (ObjectUtil.isNull(value)) {
+      return FINANCE_NULL_DOUBLE;
+    }
+    var result = FINANCE_NULL_DOUBLE;
+    var absValue = Double.valueOf(Math.abs(value));
+    if (absValue > 100000000) {
+      result = NumberUtil.decimalFormat("#.##亿", absValue / 100000000);
+    } else if (value > 10000) {
+      result = NumberUtil.decimalFormat("#.##万", absValue / 10000);
+    } else {
+      result = NumberUtil.decimalFormat("#.##", absValue);
+    }
+    return value < 0 ? "-" + result : result;
+  }
+
+  public static String formatDaysDouble(Double value) {
+    if (ObjectUtil.isNull(value)) {
+      return FINANCE_NULL_DOUBLE;
+    }
+    return NumberUtil.decimalFormat("#", value);
+  }
+
+  public static String formatPercentageDouble(Double value) {
+    if (ObjectUtil.isNull(value)) {
+      return null;
+    }
+    return NumberUtil.decimalFormat("0.00%", value);
+  }
+
+  public static String formatPriceDouble(Double value) {
+    if (ObjectUtil.isNull(value)) {
+      return null;
+    }
+    return NumberUtil.decimalFormat("0.00", value);
+  }
+
+  public static String formatPriceDouble(Integer value) {
+    if (ObjectUtil.isNull(value)) {
+      return null;
+    }
+    return NumberUtil.decimalFormat("0.00", value);
+  }
+
+  public static Double parseDouble(String value) {
+    if (StrUtil.isBlank(value)) {
+      return null;
+    }
+    return Double.parseDouble(value);
+  }
+
+  public static Double parseDouble(String value, Function<Double, Double> ifSuccess) {
+    var result = parseDouble(value);
+    return ObjectUtil.isNull(result) ? null : ifSuccess.apply(result);
+  }
+
+  public static Double safePlus(Double a, Double b) {
+    if (ObjectUtil.isNull(a) || ObjectUtil.isNull(b)) {
+      return null;
+    }
+    return a + b;
+  }
+
+  public static Double safeMinus(Double a, Double b) {
+    if (ObjectUtil.isNull(a) || ObjectUtil.isNull(b)) {
+      return null;
+    }
+    return a - b;
+  }
+
+  public static Double safeDiv(Double a, Double b) {
+    if (ObjectUtil.isNull(a) || ObjectUtil.isNull(b) || b == 0) {
+      return null;
+    }
+    return NumberUtil.div(a, b, 4);
+  }
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/helper/TaHelper.java

@@ -0,0 +1,65 @@
+package com.lanyuanxiaoyao.leopard.core.helper;
+
+import cn.hutool.core.util.ObjectUtil;
+import com.lanyuanxiaoyao.leopard.core.entity.Daily;
+import java.time.Duration;
+import java.time.ZonedDateTime;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.function.Function;
+import org.ta4j.core.Bar;
+import org.ta4j.core.BaseBar;
+import org.ta4j.core.BaseBarSeries;
+import org.ta4j.core.indicators.SMAIndicator;
+import org.ta4j.core.indicators.helpers.ClosePriceIndicator;
+
+public class TaHelper {
+  public static <T> List<Double> sma(List<T> data, int period, Function<T, Double> closeFunction) {
+    var series = new BaseBarSeries();
+    for (int i = 0; i < data.size(); i++) {
+      var price = closeFunction.apply(data.get(i));
+      Bar bar = new BaseBar(
+        Duration.ofDays(1),
+        ZonedDateTime.now().plusDays(i),
+        price,
+        price,
+        price,
+        price,
+        0
+      );
+      series.addBar(bar);
+    }
+    var sma = new SMAIndicator(new ClosePriceIndicator(series), period);
+    var result = new ArrayList<Double>(series.getBarCount());
+    for (int i = 0; i < series.getBarCount(); i++) {
+      result.add(sma.getValue(i).doubleValue());
+    }
+    return result;
+  }
+
+  public static Double maxFromDaily(List<Daily> dailies, Function<Daily, Double> function) {
+    return dailies.stream()
+      .map(function)
+      .filter(ObjectUtil::isNotNull)
+      .mapToDouble(Double::doubleValue)
+      .max()
+      .orElse(0);
+  }
+
+  public static Double minFromDaily(List<Daily> dailies, Function<Daily, Double> function) {
+    return dailies.stream()
+      .map(function)
+      .filter(ObjectUtil::isNotNull)
+      .mapToDouble(Double::doubleValue)
+      .min()
+      .orElse(0);
+  }
+
+  public static Double sumFromDaily(List<Daily> dailies, Function<Daily, Double> function) {
+    return dailies.stream()
+      .map(function)
+      .filter(ObjectUtil::isNotNull)
+      .mapToDouble(Double::doubleValue)
+      .sum();
+  }
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/repository/DailyRepository.java

@@ -2,16 +2,39 @@ package com.lanyuanxiaoyao.leopard.core.repository;
 
 import com.lanyuanxiaoyao.leopard.core.entity.Daily;
 import com.lanyuanxiaoyao.service.template.repository.SimpleRepository;
+import com.querydsl.core.types.OrderSpecifier;
+import com.querydsl.core.types.Predicate;
 import java.time.LocalDate;
 import java.util.List;
+import java.util.Optional;
+import java.util.Set;
+import org.springframework.data.jpa.repository.EntityGraph;
 import org.springframework.data.jpa.repository.Query;
 import org.springframework.stereotype.Repository;
 
 @Repository
 public interface DailyRepository extends SimpleRepository<Daily> {
   @Query("select distinct daily.tradeDate from Daily daily")
-  List<LocalDate> findDistinctTradeDate();
+  Set<LocalDate> findDistinctTradeDate();
 
-  @Query("select distinct daily.tradeDate from Daily daily where daily.stock.id = ?1")
-  List<LocalDate> findDistinctTradeDateByStockId(Long stockId);
+  @Query("select max(daily.tradeDate) from Daily daily")
+  LocalDate findMaxTradeDate();
+
+  @Query("select min(daily.tradeDate) from Daily daily")
+  LocalDate findMinTradeDate();
+
+  @Query("from Daily daily where daily.stock.id = ?1 order by daily.tradeDate desc limit 1")
+  Optional<Daily> findLatest(Long stockId);
+
+  @EntityGraph(attributePaths = {"stock"})
+  @Override
+  Optional<Daily> findOne(Predicate predicate);
+
+  @EntityGraph(attributePaths = {"stock"})
+  @Override
+  List<Daily> findAll(Predicate predicate, OrderSpecifier<?>... orders);
+
+  @EntityGraph(attributePaths = {"stock"})
+  @Query("from Daily daily where daily.stock.id = ?1 and daily.tradeDate <= current date order by daily.tradeDate desc limit ?2")
+  List<Daily> findRecent(Long stockId, int days);
 }

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/repository/FinanceIndicatorRepository.java

@@ -0,0 +1,21 @@
+package com.lanyuanxiaoyao.leopard.core.repository;
+
+import com.lanyuanxiaoyao.leopard.core.entity.FinanceIndicator;
+import com.lanyuanxiaoyao.service.template.repository.SimpleRepository;
+import com.querydsl.core.types.Predicate;
+import java.util.List;
+import java.util.Optional;
+import org.springframework.data.domain.Sort;
+import org.springframework.data.jpa.repository.EntityGraph;
+import org.springframework.stereotype.Repository;
+
+@Repository
+public interface FinanceIndicatorRepository extends SimpleRepository<FinanceIndicator> {
+  @EntityGraph(attributePaths = {"stock"})
+  @Override
+  Optional<FinanceIndicator> findOne(Predicate predicate);
+
+  @EntityGraph(attributePaths = {"stock"})
+  @Override
+  List<FinanceIndicator> findAll(Predicate predicate, Sort sort);
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/repository/StockCollectionRepository.java

@@ -1,9 +1,9 @@
 package com.lanyuanxiaoyao.leopard.core.repository;
 
-import com.lanyuanxiaoyao.leopard.core.entity.TaskTemplate;
+import com.lanyuanxiaoyao.leopard.core.entity.StockCollection;
 import com.lanyuanxiaoyao.service.template.repository.SimpleRepository;
 import org.springframework.stereotype.Repository;
 
 @Repository
-public interface TaskTemplateRepository extends SimpleRepository<TaskTemplate> {
+public interface StockCollectionRepository extends SimpleRepository<StockCollection> {
 }

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/repository/StockRepository.java

@@ -2,7 +2,10 @@ package com.lanyuanxiaoyao.leopard.core.repository;
 
 import com.lanyuanxiaoyao.leopard.core.entity.Stock;
 import com.lanyuanxiaoyao.service.template.repository.SimpleRepository;
-import java.util.List;
+import jakarta.transaction.Transactional;
+import java.util.Collection;
+import java.util.Set;
+import org.springframework.data.jpa.repository.Modifying;
 import org.springframework.data.jpa.repository.Query;
 import org.springframework.stereotype.Repository;
 
@@ -13,5 +16,12 @@ import org.springframework.stereotype.Repository;
 @Repository
 public interface StockRepository extends SimpleRepository<Stock> {
   @Query("select distinct stock.industry from Stock stock where stock.industry is not null")
-  List<String> findDistinctIndustries();
+  Set<String> findDistinctIndustries();
+
+  @Query("select distinct stock.code from Stock stock")
+  Set<String> findDistinctCodes();
+
+  @Transactional(rollbackOn = Throwable.class)
+  @Modifying
+  void deleteAllByCodeIn(Collection<String> code);
 }

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/repository/TaskRepository.java

@@ -5,6 +5,7 @@ import com.lanyuanxiaoyao.service.template.repository.SimpleRepository;
 import org.springframework.data.jpa.repository.Modifying;
 import org.springframework.data.jpa.repository.Query;
 import org.springframework.stereotype.Repository;
+import org.springframework.transaction.annotation.Transactional;
 
 /**
  * @author lanyuanxiaoyao
@@ -13,10 +14,15 @@ import org.springframework.stereotype.Repository;
 @Repository
 public interface TaskRepository extends SimpleRepository<Task> {
   @Modifying
-  @Query("update Task task set task.status = com.lanyuanxiaoyao.leopard.core.entity.Task.Status.FAILURE where task.status = com.lanyuanxiaoyao.leopard.core.entity.Task.Status.RUNNING")
+  @Query("""
+    update Task task set
+      task.status = com.lanyuanxiaoyao.leopard.core.entity.Task.Status.FAILURE,
+      task.finishedTime = current timestamp
+    where task.status = com.lanyuanxiaoyao.leopard.core.entity.Task.Status.RUNNING""")
   void updateAllRunningTaskToFailure();
 
+  @Transactional(rollbackFor = Throwable.class)
   @Modifying
-  @Query("update Task task set task.step = ?1 where task.id = ?2")
-  void updateStepById(Integer step, Long id);
+  @Query("update Task task set task.step = ?2 where task.id = ?1")
+  void updateStepById(Long id, Double step);
 }

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/service/AssessmentService.java

@@ -0,0 +1,90 @@
+package com.lanyuanxiaoyao.leopard.core.service;
+
+import cn.hutool.core.util.ObjectUtil;
+import com.lanyuanxiaoyao.leopard.core.entity.Daily;
+import com.lanyuanxiaoyao.leopard.core.entity.QDaily;
+import com.lanyuanxiaoyao.leopard.core.entity.Stock;
+import com.lanyuanxiaoyao.leopard.core.repository.DailyRepository;
+import java.util.Comparator;
+import java.util.List;
+import java.util.Set;
+import java.util.stream.Collectors;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.math3.stat.descriptive.DescriptiveStatistics;
+import org.springframework.stereotype.Service;
+
+/**
+ * 股票评估
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250924
+ */
+@Slf4j
+@Service
+public class AssessmentService {
+  private final IndustryService industryService;
+  private final DailyRepository dailyRepository;
+
+  public AssessmentService(IndustryService industryService, DailyRepository dailyRepository) {
+    this.industryService = industryService;
+    this.dailyRepository = dailyRepository;
+  }
+
+  public Set<Result> assess(Set<Stock> stocks, int year) {
+    if (ObjectUtil.isNotEmpty(stocks)) {
+      var topChange = industryService.topChange(year, stocks);
+      var dailyMap = dailyRepository.findAll(
+          QDaily.daily.tradeDate.year().eq(year)
+            .and(QDaily.daily.stock.in(stocks))
+        )
+        .stream()
+        .collect(Collectors.groupingBy(Daily::getStock));
+      return stocks
+        .stream()
+        .filter(stock -> {
+          if (!dailyMap.containsKey(stock) || ObjectUtil.isEmpty(dailyMap.get(stock))) {
+            log.warn("Cannot find daily data in {} for {}", year, stock.getCode());
+            return false;
+          }
+          return true;
+        })
+        .map(stock -> {
+          var dailies = dailyMap.get(stock)
+            .stream()
+            .sorted(Comparator.comparing(Daily::getTradeDate))
+            .toList();
+          var change = getChange(dailies);
+          var std = getStd(dailies);
+          var industryTop = topChange.getOrDefault(new IndustryService.IndustryYearlyKey(stock.getIndustry(), year), 0.0);
+          return new Result(stock, change, std, industryTop);
+        })
+        .collect(Collectors.toSet());
+    }
+    return Set.of();
+  }
+
+  private double getChange(List<Daily> dailies) {
+    return (dailies.getLast().getHfqClose() - dailies.getFirst().getHfqClose()) / dailies.getFirst().getHfqClose();
+  }
+
+  private double getStd(List<Daily> dailies) {
+    var statistics = new DescriptiveStatistics();
+    dailies.forEach(daily -> statistics.addValue(daily.getHfqClose()));
+    return statistics.getStandardDeviation();
+  }
+
+  public record Result(Stock stock, double change, double std, double industryTop) {
+    @Override
+    public boolean equals(Object o) {
+      if (o == null || getClass() != o.getClass()) return false;
+
+      Result result = (Result) o;
+      return stock.equals(result.stock);
+    }
+
+    @Override
+    public int hashCode() {
+      return stock.hashCode();
+    }
+  }
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/service/IndustryService.java

@@ -0,0 +1,98 @@
+package com.lanyuanxiaoyao.leopard.core.service;
+
+import cn.hutool.core.util.ObjectUtil;
+import com.lanyuanxiaoyao.leopard.core.entity.Daily;
+import com.lanyuanxiaoyao.leopard.core.entity.QDaily;
+import com.lanyuanxiaoyao.leopard.core.entity.Stock;
+import com.lanyuanxiaoyao.leopard.core.repository.DailyRepository;
+import com.lanyuanxiaoyao.leopard.core.repository.StockRepository;
+import java.util.ArrayList;
+import java.util.Comparator;
+import java.util.Map;
+import java.util.Set;
+import java.util.stream.Collectors;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.stereotype.Service;
+
+/**
+ * 计算行业相关指标
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250924
+ */
+@Slf4j
+@Service
+public class IndustryService {
+  private final StockRepository stockRepository;
+  private final DailyRepository dailyRepository;
+
+  public IndustryService(StockRepository stockRepository, DailyRepository dailyRepository) {
+    this.stockRepository = stockRepository;
+    this.dailyRepository = dailyRepository;
+  }
+
+  public Map<IndustryYearlyKey, Double> topChange(int year) {
+    return topChange(year, null);
+  }
+
+  public Map<IndustryYearlyKey, Double> topChange(int year, Set<Stock> includeStocks) {
+    return topChange(year, year, includeStocks);
+  }
+
+  public Map<IndustryYearlyKey, Double> topChange(int startYear, int endYear) {
+    return topChange(startYear, endYear, null);
+  }
+
+  public Map<IndustryYearlyKey, Double> topChange(int startYear, int endYear, Set<Stock> includeStocks) {
+    var includeIndustries = ObjectUtil.isNull(includeStocks)
+      ? null
+      : includeStocks.stream().map(Stock::getIndustry).collect(Collectors.toSet());
+    return stockRepository.findDistinctIndustries()
+      .parallelStream()
+      .filter(o -> ObjectUtil.isNull(includeIndustries) || includeIndustries.contains(o))
+      .flatMap(industry -> {
+        var keys = new ArrayList<IndustryYearlyKey>();
+        for (int year = startYear; year <= endYear; year++) {
+          keys.add(new IndustryYearlyKey(industry, year));
+        }
+        return keys.stream();
+      })
+      .map(key -> {
+        var maxChange = dailyRepository
+          .findAll(
+            QDaily.daily.stock.industry.eq(key.industry())
+              .and(QDaily.daily.stock.in(includeStocks))
+              .and(QDaily.daily.tradeDate.year().eq(key.year())),
+            QDaily.daily.tradeDate.asc()
+          )
+          .stream()
+          .collect(Collectors.groupingBy(Daily::getStock))
+          .values()
+          .stream()
+          .mapToDouble(dailies -> {
+            var dailiesSorted = dailies
+              .stream()
+              .sorted(Comparator.comparing(Daily::getTradeDate))
+              .toList();
+            return (dailiesSorted.getLast().getHfqClose() - dailiesSorted.getFirst().getHfqClose()) / dailiesSorted.getFirst().getHfqClose();
+          })
+          .max()
+          .orElse(0.0);
+        return Map.entry(key, maxChange);
+      })
+      .collect(Collectors.toMap(Map.Entry::getKey, Map.Entry::getValue));
+  }
+
+  public record IndustryYearlyKey(String industry, int year) {
+  }
+
+  public record IndustryYearlyData(
+    String industry,
+    int year,
+    double maxChange,
+    double minChange,
+    double avgChange,
+    double medianChange
+  ) {
+  }
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/service/StockCollectionService.java

@@ -0,0 +1,15 @@
+package com.lanyuanxiaoyao.leopard.core.service;
+
+import com.lanyuanxiaoyao.leopard.core.entity.StockCollection;
+import com.lanyuanxiaoyao.leopard.core.repository.StockCollectionRepository;
+import com.lanyuanxiaoyao.service.template.service.SimpleServiceSupport;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.stereotype.Service;
+
+@Slf4j
+@Service
+public class StockCollectionService extends SimpleServiceSupport<StockCollection> {
+  public StockCollectionService(StockCollectionRepository repository) {
+    super(repository);
+  }
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/service/StockService.java

@@ -0,0 +1,216 @@
+package com.lanyuanxiaoyao.leopard.core.service;
+
+import com.lanyuanxiaoyao.leopard.core.entity.Daily;
+import com.lanyuanxiaoyao.leopard.core.entity.FinanceIndicator;
+import com.lanyuanxiaoyao.leopard.core.entity.QDaily;
+import com.lanyuanxiaoyao.leopard.core.entity.QFinanceIndicator;
+import com.lanyuanxiaoyao.leopard.core.entity.Stock;
+import com.lanyuanxiaoyao.leopard.core.entity.dto.Monthly;
+import com.lanyuanxiaoyao.leopard.core.entity.dto.Weekly;
+import com.lanyuanxiaoyao.leopard.core.entity.dto.YearAndMonth;
+import com.lanyuanxiaoyao.leopard.core.entity.dto.YearAndWeek;
+import com.lanyuanxiaoyao.leopard.core.entity.dto.Yearly;
+import com.lanyuanxiaoyao.leopard.core.repository.DailyRepository;
+import com.lanyuanxiaoyao.leopard.core.repository.FinanceIndicatorRepository;
+import com.lanyuanxiaoyao.leopard.core.repository.StockRepository;
+import com.lanyuanxiaoyao.service.template.service.SimpleServiceSupport;
+import java.time.LocalDate;
+import java.time.temporal.ChronoField;
+import java.time.temporal.WeekFields;
+import java.util.Comparator;
+import java.util.List;
+import java.util.Optional;
+import java.util.stream.Collectors;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.cache.annotation.Cacheable;
+import org.springframework.stereotype.Service;
+
+import static com.lanyuanxiaoyao.leopard.core.helper.TaHelper.maxFromDaily;
+import static com.lanyuanxiaoyao.leopard.core.helper.TaHelper.minFromDaily;
+import static com.lanyuanxiaoyao.leopard.core.helper.TaHelper.sumFromDaily;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250828
+ */
+@Slf4j
+@Service
+public class StockService extends SimpleServiceSupport<Stock> {
+  private final FinanceIndicatorRepository financeIndicatorRepository;
+  private final DailyRepository dailyRepository;
+
+  public StockService(StockRepository repository, FinanceIndicatorRepository financeIndicatorRepository, DailyRepository dailyRepository) {
+    super(repository);
+    this.financeIndicatorRepository = financeIndicatorRepository;
+    this.dailyRepository = dailyRepository;
+  }
+
+  @Cacheable(value = "findFinanceIndicator", cacheManager = "long-cache", sync = true)
+  public Optional<FinanceIndicator> findFinanceIndicator(Long stockId, Integer year) {
+    return financeIndicatorRepository.findOne(
+      QFinanceIndicator.financeIndicator.year.eq(year)
+        .and(QFinanceIndicator.financeIndicator.stock.id.eq(stockId))
+    );
+  }
+
+  @Cacheable(value = "findFinanceIndicatorRecent", cacheManager = "long-cache", sync = true)
+  public List<FinanceIndicator> findFinanceIndicatorRecent(Long stockId, int years) {
+    var current = LocalDate.now();
+    return financeIndicatorRepository.findAll(
+      QFinanceIndicator.financeIndicator.stock.id.eq(stockId)
+        .and(QFinanceIndicator.financeIndicator.year.between(current.minusYears(years).getYear(), current.getYear())),
+      QFinanceIndicator.financeIndicator.year.asc()
+    );
+  }
+
+  @Cacheable(value = "findDailyRecent", cacheManager = "long-cache", sync = true)
+  public List<Daily> findDailyRecent(Long stockId, int days) {
+    return dailyRepository.findRecent(stockId, days)
+      .stream()
+      .sorted(Comparator.comparing(Daily::getTradeDate))
+      .toList();
+  }
+
+  @Cacheable(value = "findDailyLatest", cacheManager = "long-cache", sync = true)
+  public Optional<Daily> findDailyLatest(Long stockId) {
+    return dailyRepository.findLatest(stockId);
+  }
+
+  @Cacheable(value = "findYearlyRecent", cacheManager = "long-cache", sync = true)
+  public List<Yearly> findYearlyRecent(Long stockId, int years) {
+    var current = LocalDate.now().withMonth(1).withDayOfMonth(1);
+    var start = current.minusYears(years).getYear();
+    var end = current.getYear();
+    return dailyRepository
+      .findAll(
+        QDaily.daily.stock.id.eq(stockId)
+          .and(QDaily.daily.tradeDate.year().gt(start))
+          .and(QDaily.daily.tradeDate.year().loe(end)),
+        QDaily.daily.tradeDate.asc()
+      )
+      .stream()
+      .collect(Collectors.groupingBy(daily -> daily.getTradeDate().getYear()))
+      .entrySet()
+      .stream()
+      .map(entry -> {
+        var year = entry.getKey();
+        var dailies = entry.getValue();
+        var open = dailies.getFirst().getHfqOpen();
+        var close = dailies.getLast().getHfqClose();
+        return new Yearly(
+          LocalDate.of(year, 1, 1),
+          year,
+          open,
+          maxFromDaily(dailies, Daily::getHfqHigh),
+          minFromDaily(dailies, Daily::getHfqLow),
+          close,
+          close - open,
+          (close - open) / open * 100,
+          sumFromDaily(dailies, Daily::getVolume),
+          sumFromDaily(dailies, Daily::getTurnover)
+        );
+      })
+      .sorted(Comparator.comparingInt(Yearly::year))
+      .toList();
+  }
+
+  @Cacheable(value = "findMonthlyRecent", cacheManager = "long-cache", sync = true)
+  public List<Monthly> findMonthlyRecent(Long stockId, int months) {
+    var end = LocalDate.now().withDayOfMonth(1);
+    var start = end.minusMonths(months);
+    return dailyRepository
+      .findAll(
+        QDaily.daily.stock.id.eq(stockId)
+          .and(
+            QDaily.daily.tradeDate.year().gt(start.getYear())
+              .or(
+                QDaily.daily.tradeDate.year().eq(start.getYear())
+                  .and(QDaily.daily.tradeDate.month().gt(start.getMonthValue()))
+              )
+          )
+          .and(
+            QDaily.daily.tradeDate.year().lt(end.getYear())
+              .or(
+                QDaily.daily.tradeDate.year().eq(end.getYear())
+                  .and(QDaily.daily.tradeDate.month().loe(end.getMonthValue()))
+              )
+          ),
+        QDaily.daily.tradeDate.asc()
+      )
+      .stream()
+      .collect(Collectors.groupingBy(daily -> new YearAndMonth(daily.getTradeDate().getYear(), daily.getTradeDate().getMonthValue())))
+      .entrySet()
+      .stream()
+      .map(entry -> {
+        var yearAndMonth = entry.getKey();
+        var dailies = entry.getValue();
+        var open = dailies.getFirst().getHfqOpen();
+        var close = dailies.getLast().getHfqClose();
+        return new Monthly(
+          LocalDate.of(yearAndMonth.year(), yearAndMonth.month(), 1),
+          yearAndMonth.year(),
+          yearAndMonth.month(),
+          open,
+          maxFromDaily(dailies, Daily::getHfqHigh),
+          minFromDaily(dailies, Daily::getHfqLow),
+          close,
+          close - open,
+          (close - open) / open * 100,
+          sumFromDaily(dailies, Daily::getVolume),
+          sumFromDaily(dailies, Daily::getTurnover)
+        );
+      })
+      .sorted(Comparator.comparingInt(monthly -> monthly.year() * 100 + monthly.month()))
+      .toList();
+  }
+
+  @Cacheable(value = "findWeeklyRecent", cacheManager = "long-cache", sync = true)
+  public List<Weekly> findWeeklyRecent(Long stockId, int weeks) {
+    var end = LocalDate.now().with(ChronoField.DAY_OF_WEEK, 1);
+    var start = end.minusWeeks(weeks);
+    return dailyRepository
+      .findAll(
+        QDaily.daily.stock.id.eq(stockId)
+          .and(
+            QDaily.daily.tradeDate.year().gt(start.getYear())
+              .or(
+                QDaily.daily.tradeDate.year().eq(start.getYear())
+                  .and(QDaily.daily.tradeDate.week().gt(start.get(WeekFields.ISO.weekOfYear())))
+              )
+          )
+          .and(
+            QDaily.daily.tradeDate.year().lt(end.getYear())
+              .or(
+                QDaily.daily.tradeDate.year().eq(end.getYear())
+                  .and(QDaily.daily.tradeDate.month().loe(end.get(WeekFields.ISO.weekOfYear())))
+              )
+          ),
+        QDaily.daily.tradeDate.asc()
+      )
+      .stream()
+      .collect(Collectors.groupingBy(daily -> new YearAndWeek(daily.getTradeDate().getYear(), daily.getTradeDate().get(WeekFields.ISO.weekOfYear()))))
+      .entrySet()
+      .stream()
+      .map(entry -> {
+        var yearAndWeek = entry.getKey();
+        var dailies = entry.getValue();
+        var open = dailies.getFirst().getHfqOpen();
+        var close = dailies.getLast().getHfqClose();
+        return new Weekly(
+          LocalDate.of(yearAndWeek.year(), 1, 1).with(WeekFields.ISO.weekOfYear(), yearAndWeek.week()),
+          yearAndWeek.year(),
+          yearAndWeek.week(),
+          open,
+          maxFromDaily(dailies, Daily::getHfqHigh),
+          minFromDaily(dailies, Daily::getHfqLow),
+          close,
+          close - open,
+          (close - open) / open * 100,
+          sumFromDaily(dailies, Daily::getVolume),
+          sumFromDaily(dailies, Daily::getTurnover)
+        );
+      })
+      .sorted(Comparator.comparingInt(weekly -> weekly.year() * 100 + weekly.week()))
+      .toList();
+  }
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/service/TaskService.java

@@ -0,0 +1,80 @@
+package com.lanyuanxiaoyao.leopard.core.service;
+
+import cn.hutool.core.util.IdUtil;
+import cn.hutool.core.util.ObjectUtil;
+import com.lanyuanxiaoyao.leopard.core.entity.Task;
+import com.lanyuanxiaoyao.leopard.core.repository.TaskRepository;
+import com.lanyuanxiaoyao.leopard.core.task.PyramidSelect;
+import com.lanyuanxiaoyao.leopard.core.task.TaskRunner;
+import com.lanyuanxiaoyao.leopard.core.task.UpdateDailyTask;
+import com.lanyuanxiaoyao.leopard.core.task.UpdateFinanceIndicatorTask;
+import com.lanyuanxiaoyao.leopard.core.task.UpdateStockTask;
+import com.lanyuanxiaoyao.service.template.service.SimpleServiceSupport;
+import java.util.Map;
+import java.util.Set;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
+import lombok.Getter;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.context.ApplicationContext;
+import org.springframework.stereotype.Service;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250829
+ */
+@Slf4j
+@Service
+public class TaskService extends SimpleServiceSupport<Task> {
+  private final ExecutorService executor = Executors.newFixedThreadPool(50);
+  private final ApplicationContext context;
+
+  @Getter
+  private final Set<TaskTemplate> templates = Stream.of(
+    new TaskTemplate("b29f76a5-b07d-4182-85f8-2641c2a975c1", "更新股票信息", "更新股票信息", UpdateStockTask.class),
+    new TaskTemplate("b9df25ce-aa55-4f73-8265-d8a724614177", "更新日线数据", "更新日线数据", UpdateDailyTask.class),
+    new TaskTemplate("8ab30478-c81f-4bbf-94dd-7e05fa537b50", "更新财务指标", "更新财务指标", UpdateFinanceIndicatorTask.class),
+    new TaskTemplate("a6a7b569-a171-481b-9184-716925571639", "金字塔选股", "金字塔选股", PyramidSelect.class)
+  ).collect(Collectors.toSet());
+  private final Map<String, TaskTemplate> templateMap = templates.stream()
+    .collect(Collectors.toMap(TaskTemplate::id, template -> template));
+
+  public TaskService(TaskRepository repository, ApplicationContext context) {
+    super(repository);
+    this.context = context;
+  }
+
+  public TaskTemplate getTemplate(String templateId) {
+    return templateMap.get(templateId);
+  }
+
+  public void execute(String templateId, Map<String, Object> params) {
+    execute(templateId, params, true);
+  }
+
+  public void execute(String templateId, Map<String, Object> params, boolean async) {
+    var template = templateMap.get(templateId);
+    if (ObjectUtil.isNull(template)) {
+      throw new RuntimeException("任务模板不存在");
+    }
+    var instance = context.getBean(template.runnerClass());
+    if (async) {
+      executor.submit(() -> instance.run(template, params));
+    } else {
+      instance.run(template, params);
+    }
+  }
+
+  public record TaskTemplate(
+    String id,
+    String name,
+    String description,
+    Class<? extends TaskRunner> runnerClass
+  ) {
+    public TaskTemplate(String name, String description, Class<? extends TaskRunner> runnerClass) {
+      this(IdUtil.fastUUID(), name, description, runnerClass);
+    }
+  }
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/service/TuShareService.java

@@ -1,11 +1,13 @@
-package com.lanyuanxiaoyao.leopard.server.service;
+package com.lanyuanxiaoyao.leopard.core.service;
 
 import cn.hutool.core.util.StrUtil;
 import cn.hutool.http.HttpUtil;
 import com.fasterxml.jackson.annotation.JsonProperty;
+import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.databind.ObjectMapper;
 import java.time.LocalDate;
 import java.time.format.DateTimeFormatter;
+import java.util.ArrayList;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
@@ -23,10 +25,9 @@ import org.springframework.stereotype.Service;
 @Slf4j
 @Service
 public class TuShareService {
+  public static final DateTimeFormatter TRADE_FORMAT = DateTimeFormatter.ofPattern("yyyyMMdd");
   private static final String API_URL = "https://api.tushare.pro";
   private static final String API_TOKEN = "64ebff4fa679167600b905ee45dd88e76f3963c0ff39157f3f085f0e";
-  public static final DateTimeFormatter TRADE_FORMAT = DateTimeFormatter.ofPattern("yyyyMMdd");
-
   private final ObjectMapper mapper;
 
   public TuShareService(Jackson2ObjectMapperBuilder builder) {
@@ -96,9 +97,19 @@ public class TuShareService {
 
   @SneakyThrows
   public TuShareResponse factorList(LocalDate tradeDate) {
+    return factorList(tradeDate, null);
+  }
+
+  @SneakyThrows
+  public TuShareResponse factorList(LocalDate tradeDate, String stockCode) {
+    var paramsMap = new HashMap<String, Object>();
+    paramsMap.put("trade_date", tradeDate.format(TRADE_FORMAT));
+    if (StrUtil.isNotBlank(stockCode)) {
+      paramsMap.put("ts_code", stockCode);
+    }
     var response = HttpUtil.post(API_URL, buildRequest(
       "adj_factor",
-      Map.of("trade_date", tradeDate.format(TRADE_FORMAT)),
+      paramsMap,
       List.of("ts_code", "trade_date", "adj_factor")
     ));
     var tuShareResponse = mapper.readValue(response, TuShareResponse.class);
@@ -108,6 +119,24 @@ public class TuShareService {
     return tuShareResponse;
   }
 
+  public List<Map<String, String>> request(String api, Map<String, Object> params, List<String> fields) throws JsonProcessingException {
+    var response = HttpUtil.post(API_URL, buildRequest(api, params, fields));
+    var tuShareResponse = mapper.readValue(response, TuShareResponse.class);
+    if (tuShareResponse.code != 0) {
+      throw new RuntimeException(tuShareResponse.message);
+    }
+    var data = tuShareResponse.data;
+    var result = new ArrayList<Map<String, String>>();
+    for (var item : data.items) {
+      var map = new HashMap<String, String>();
+      for (int i = 0; i < data.fields.size(); i++) {
+        map.put(data.fields.get(i), item.get(i));
+      }
+      result.add(map);
+    }
+    return result;
+  }
+
   public record TuShareResponse(
     Integer code,
     @JsonProperty("msg")

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/service/selector/PyramidStockSelector.java

@@ -0,0 +1,243 @@
+package com.lanyuanxiaoyao.leopard.core.service.selector;
+
+import cn.hutool.core.util.ArrayUtil;
+import cn.hutool.core.util.ObjectUtil;
+import com.lanyuanxiaoyao.leopard.core.entity.FinanceIndicator;
+import com.lanyuanxiaoyao.leopard.core.entity.QStock;
+import com.lanyuanxiaoyao.leopard.core.helper.NumberHelper;
+import com.lanyuanxiaoyao.leopard.core.repository.StockRepository;
+import java.time.LocalDate;
+import java.util.Comparator;
+import java.util.HashMap;
+import java.util.Set;
+import java.util.stream.Collectors;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.math3.stat.descriptive.DescriptiveStatistics;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+
+/**
+ * 金字塔选股
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250924
+ */
+@Slf4j
+@Service
+public class PyramidStockSelector implements StockSelector<PyramidStockSelector.Request> {
+  private final StockRepository stockRepository;
+
+  public PyramidStockSelector(StockRepository stockRepository) {
+    this.stockRepository = stockRepository;
+  }
+
+  @Transactional(readOnly = true)
+  @Override
+  public Set<Candidate> select(Request request) {
+    // 选择至少有最近5年财报的股票
+    // 有点奇怪，001400.SZ有近5年的财报但资料显示是2025年才上市的
+    return stockRepository.findAll(QStock.stock.listedDate.before(LocalDate.of(request.year(), 1, 1)))
+      .stream()
+      .map(stock -> {
+        var extra = new HashMap<String, String>();
+        var score = 0;
+
+        var recentIndicators = stock.getIndicators()
+          .stream()
+          .filter(indicator -> indicator.getYear() < request.year())
+          .sorted((a, b) -> b.getYear() - a.getYear())
+          .limit(5)
+          .toList();
+        if (recentIndicators.size() < 5) {
+          return null;
+        }
+        var latestIndicator = recentIndicators.getFirst();
+
+        var roeScore = 0;
+        if (recentIndicators.stream().noneMatch(indicator -> indicator.getReturnOnEquity() == null || indicator.getReturnOnEquity() < 0)) {
+          var averageRoe = recentIndicators.stream()
+            .map(FinanceIndicator::getReturnOnEquity)
+            .map(item -> ObjectUtil.defaultIfNull(item, 0.0))
+            .mapToDouble(Double::doubleValue)
+            .average()
+            .orElse(0.0);
+          if (averageRoe >= 35) {
+            roeScore = 550;
+          } else if (averageRoe >= 30) {
+            roeScore = 500;
+          } else if (averageRoe >= 25) {
+            roeScore = 450;
+          } else if (averageRoe >= 20) {
+            roeScore = 400;
+          } else if (averageRoe >= 15) {
+            roeScore = 350;
+          } else if (averageRoe >= 10) {
+            roeScore = 300;
+          }
+          extra.put("平均ROE", NumberHelper.formatPriceDouble(averageRoe));
+        }
+        extra.put("平均ROE得分", NumberHelper.formatPriceDouble(roeScore));
+        score += roeScore;
+
+        var roaScore = 0;
+        if (recentIndicators.stream().noneMatch(indicator -> indicator.getReturnOnAssets() == null)) {
+          var averageRoa = recentIndicators.stream()
+            .map(FinanceIndicator::getReturnOnAssets)
+            .mapToDouble(Double::doubleValue)
+            .average()
+            .orElse(0.0);
+          if (averageRoa >= 15) {
+            roaScore = 100;
+          } else if (averageRoa >= 11) {
+            roaScore = 80;
+          } else if (averageRoa >= 7) {
+            roaScore = 50;
+          }
+          extra.put("平均ROA", NumberHelper.formatPriceDouble(averageRoa));
+        }
+        extra.put("平均ROA得分", NumberHelper.formatPriceDouble(roaScore));
+        score += roaScore;
+
+        var netProfitScore = 0;
+        if (recentIndicators.stream().noneMatch(indicator -> indicator.getNetProfit() == null)) {
+          var averageNetProfit = recentIndicators.stream()
+            .map(FinanceIndicator::getNetProfit)
+            .mapToDouble(Double::doubleValue)
+            .average()
+            .orElse(0.0);
+          if (averageNetProfit >= 10000.0 * 10000000) {
+            netProfitScore = 150;
+          } else if (averageNetProfit >= 1000.0 * 10000000) {
+            netProfitScore = 100;
+          }
+          extra.put("平均净利润", NumberHelper.formatPriceDouble(averageNetProfit));
+        }
+        extra.put("平均净利润得分", NumberHelper.formatPriceDouble(netProfitScore));
+        score += netProfitScore;
+
+        var cashScore = 0;
+        if (
+          ArrayUtil.isAllNotNull(latestIndicator.getTotalAssetsTurnover(), latestIndicator.getCashAndCashEquivalentsToTotalAssetsRatio())
+            && (
+            latestIndicator.getTotalAssetsTurnover() > 0.8 && latestIndicator.getCashAndCashEquivalentsToTotalAssetsRatio() >= 0.1
+              || latestIndicator.getTotalAssetsTurnover() <= 0.8 && latestIndicator.getCashAndCashEquivalentsToTotalAssetsRatio() >= 0.2
+          )
+        ) {
+          cashScore = 50;
+        }
+        extra.put("现金流得分", NumberHelper.formatPriceDouble(cashScore));
+        score += cashScore;
+
+        if (ObjectUtil.isNotNull(latestIndicator.getDaysAccountsReceivableTurnover()) && latestIndicator.getDaysAccountsReceivableTurnover() <= 30) {
+          extra.put("应收账款周转天数得分", "20");
+          score += 20;
+        }
+        if (ObjectUtil.isNotNull(latestIndicator.getDaysInventoryTurnover()) && latestIndicator.getDaysInventoryTurnover() <= 30) {
+          extra.put("存货周转天数得分", "20");
+          score += 20;
+        }
+        if (ArrayUtil.isAllNotNull(latestIndicator.getDaysAccountsReceivableTurnover(), latestIndicator.getDaysInventoryTurnover())) {
+          if (latestIndicator.getDaysAccountsReceivableTurnover() + latestIndicator.getDaysInventoryTurnover() <= 40) {
+            score += 20;
+          } else if (latestIndicator.getDaysAccountsReceivableTurnover() + latestIndicator.getDaysInventoryTurnover() <= 60) {
+            score += 10;
+          }
+        }
+
+        if (recentIndicators.stream().noneMatch(indicator -> indicator.getOperatingGrossProfitMargin() == null)) {
+          var stat = new DescriptiveStatistics();
+          recentIndicators.stream()
+            .map(FinanceIndicator::getOperatingGrossProfitMargin)
+            .mapToDouble(Double::doubleValue)
+            .forEach(stat::addValue);
+          if (stat.getStandardDeviation() <= 0.3) {
+            extra.put("毛利率标准差得分", "50");
+            score += 50;
+          }
+        }
+
+        var operatingSafeMarginScore = 0;
+        if (ObjectUtil.isNotNull(latestIndicator.getOperatingSafetyMarginRatio())) {
+          if (latestIndicator.getOperatingSafetyMarginRatio() >= 70) {
+            operatingSafeMarginScore = 50;
+          } else if (latestIndicator.getOperatingSafetyMarginRatio() >= 50) {
+            operatingSafeMarginScore = 30;
+          } else if (latestIndicator.getOperatingSafetyMarginRatio() >= 30) {
+            operatingSafeMarginScore = 10;
+          }
+          extra.put("安全边际比率", NumberHelper.formatPriceDouble(latestIndicator.getOperatingSafetyMarginRatio()));
+        }
+        extra.put("安全边际比率得分", NumberHelper.formatPriceDouble(operatingSafeMarginScore));
+        score += operatingSafeMarginScore;
+
+        var netProfitAscendingScore = 0;
+        if (recentIndicators.stream().noneMatch(indicator -> indicator.getNetProfit() == null)) {
+          if (recentIndicators.get(0).getNetProfit() > recentIndicators.get(1).getNetProfit()) {
+            netProfitAscendingScore += 30;
+          } else {
+            netProfitAscendingScore -= 30;
+          }
+          if (recentIndicators.get(1).getNetProfit() > recentIndicators.get(2).getNetProfit()) {
+            netProfitAscendingScore += 25;
+          } else {
+            netProfitAscendingScore -= 25;
+          }
+
+          if (recentIndicators.get(2).getNetProfit() > recentIndicators.get(3).getNetProfit()) {
+            netProfitAscendingScore += 20;
+          } else {
+            netProfitAscendingScore -= 20;
+          }
+
+          if (recentIndicators.get(3).getNetProfit() > recentIndicators.get(4).getNetProfit()) {
+            netProfitAscendingScore += 15;
+          } else {
+            netProfitAscendingScore -= 15;
+          }
+        }
+        extra.put("近五年净利润得分", NumberHelper.formatPriceDouble(netProfitAscendingScore));
+        score += netProfitAscendingScore;
+
+        var cashAscendingScore = 0;
+        if (recentIndicators.stream().noneMatch(indicator -> indicator.getCashAndCashEquivalents() == null)) {
+          if (recentIndicators.get(0).getCashAndCashEquivalents() > recentIndicators.get(1).getCashAndCashEquivalents()) {
+            cashAscendingScore += 30;
+          } else {
+            cashAscendingScore -= 30;
+          }
+
+          if (recentIndicators.get(1).getCashAndCashEquivalents() > recentIndicators.get(2).getCashAndCashEquivalents()) {
+            cashAscendingScore += 25;
+          } else {
+            cashAscendingScore -= 25;
+          }
+
+          if (recentIndicators.get(2).getCashAndCashEquivalents() > recentIndicators.get(3).getCashAndCashEquivalents()) {
+            cashAscendingScore += 20;
+          } else {
+            cashAscendingScore -= 20;
+          }
+
+          if (recentIndicators.get(3).getCashAndCashEquivalents() > recentIndicators.get(4).getCashAndCashEquivalents()) {
+            cashAscendingScore += 15;
+          } else {
+            cashAscendingScore -= 15;
+          }
+        }
+        extra.put("近五年现金流得分", NumberHelper.formatPriceDouble(cashAscendingScore));
+        score += cashAscendingScore;
+
+        return new Candidate(stock, score, extra);
+      })
+      .filter(ObjectUtil::isNotNull)
+      .sorted(Comparator.comparingDouble(Candidate::score).reversed())
+      .limit(request.limit)
+      .collect(Collectors.toSet());
+  }
+
+  public record Request(int year, int limit) {
+    public Request(int year) {
+      this(year, 50);
+    }
+  }
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/service/selector/StockSelector.java

@@ -0,0 +1,21 @@
+package com.lanyuanxiaoyao.leopard.core.service.selector;
+
+import com.lanyuanxiaoyao.leopard.core.entity.Stock;
+import java.util.Map;
+import java.util.Set;
+
+/**
+ * 选股器
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250924
+ */
+public interface StockSelector<T> {
+  Set<Candidate> select(T request);
+
+  record Candidate(Stock stock, double score, Map<String, String> extra) {
+    public Candidate(Stock stock, double score) {
+      this(stock, score, Map.of());
+    }
+  }
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/strategy/TradeEngine.java

@@ -0,0 +1,125 @@
+package com.lanyuanxiaoyao.leopard.core.strategy;
+
+import cn.hutool.core.util.ObjectUtil;
+import com.lanyuanxiaoyao.leopard.core.entity.Daily;
+import com.lanyuanxiaoyao.leopard.core.entity.QDaily;
+import com.lanyuanxiaoyao.leopard.core.entity.Stock;
+import com.lanyuanxiaoyao.leopard.core.repository.DailyRepository;
+import java.time.LocalDate;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.function.Predicate;
+import lombok.Data;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.stereotype.Service;
+
+/**
+ * 交易策略
+ *
+ * @author lanyuanxiaoyao
+ * @version 20251016
+ */
+@Slf4j
+@Service
+public class TradeEngine {
+  private final DailyRepository dailyRepository;
+
+  public TradeEngine(DailyRepository dailyRepository) {
+    this.dailyRepository = dailyRepository;
+  }
+
+  public Asset backtest(Stock stock, TradeStrategy strategy, LocalDate startDate, LocalDate endDate) {
+    var dailies = dailyRepository.findAll(
+      QDaily.daily.stock.eq(stock)
+        .and(QDaily.daily.tradeDate.before(endDate)),
+      QDaily.daily.tradeDate.asc()
+    );
+    var validTradeDates = dailies.stream()
+      .map(Daily::getTradeDate)
+      .distinct()
+      .toList();
+    var asset = new Asset();
+    for (var now = startDate; now.isBefore(endDate) || now.isEqual(endDate); now = now.plusDays(1)) {
+      if (!validTradeDates.contains(now)) {
+        continue;
+      }
+      final var currentDate = now;
+      var trade = strategy.trade(
+        now,
+        asset,
+        dailies.stream()
+          .filter(daily -> daily.getTradeDate().isBefore(currentDate))
+          .toList()
+      );
+      var daily = dailies.stream()
+        .filter(d -> ObjectUtil.equals(d.getTradeDate(), currentDate))
+        .findFirst()
+        .orElseThrow();
+      asset.addTrade(now, trade, daily.getHfqClose());
+    }
+    return asset;
+  }
+
+  public interface TradeStrategy {
+    int trade(LocalDate now, Asset asset, List<Daily> dailies);
+  }
+
+  @Data
+  public static final class Asset {
+    private List<Trade> trades = new ArrayList<>();
+
+    public void addTrade(LocalDate date, int volume, double price) {
+      trades.add(new Trade(date, volume, price));
+    }
+
+    public int getVolume() {
+      return getVolume(trade -> true);
+    }
+
+    public int getVolume(LocalDate date) {
+      return getVolume(trade -> trade.date().isBefore(date) || trade.date().isEqual(date));
+    }
+
+    private int getVolume(Predicate<Trade> predicate) {
+      return trades.stream()
+        .filter(predicate)
+        .mapToInt(Trade::volume)
+        .sum();
+    }
+
+    public double getCash() {
+      return getCash(trade -> true);
+    }
+
+    public double getCash(LocalDate date) {
+      return getCash(trade -> trade.date().isBefore(date) || trade.date().isEqual(date));
+    }
+
+    private double getCash(Predicate<Trade> predicate) {
+      return trades.stream()
+        .filter(predicate)
+        .mapToDouble(trade -> -1 * trade.volume() * trade.price())
+        .sum();
+    }
+
+    public double getPrice() {
+      return getPrice(trade -> true);
+    }
+
+    public double getPrice(LocalDate date) {
+      return getPrice(trade -> trade.date().isBefore(date) || trade.date().isEqual(date));
+    }
+
+    public double getPrice(Predicate<Trade> predicate) {
+      int volume = getVolume(predicate);
+      return volume == 0 ? 0 : getCash(predicate) / volume;
+    }
+
+    public record Trade(
+      LocalDate date,
+      int volume,
+      double price
+    ) {
+    }
+  }
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/task/PyramidSelect.java

@@ -0,0 +1,64 @@
+package com.lanyuanxiaoyao.leopard.core.task;
+
+import com.lanyuanxiaoyao.leopard.core.entity.StockCollection;
+import com.lanyuanxiaoyao.leopard.core.entity.StockScore;
+import com.lanyuanxiaoyao.leopard.core.repository.StockCollectionRepository;
+import com.lanyuanxiaoyao.leopard.core.service.selector.PyramidStockSelector;
+import java.time.LocalDate;
+import java.util.Map;
+import java.util.stream.Collectors;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.context.ApplicationContext;
+import org.springframework.stereotype.Component;
+import org.springframework.transaction.annotation.Transactional;
+
+/**
+ * 金字塔选股
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250925
+ */
+@Slf4j
+@Component
+public class PyramidSelect extends TaskRunner {
+  private final StockCollectionRepository stockCollectionRepository;
+
+  private final PyramidStockSelector pyramidStockSelector;
+
+  protected PyramidSelect(ApplicationContext context, StockCollectionRepository stockCollectionRepository, PyramidStockSelector pyramidStockSelector) {
+    super(context);
+    this.stockCollectionRepository = stockCollectionRepository;
+    this.pyramidStockSelector = pyramidStockSelector;
+  }
+
+  @Transactional(rollbackFor = Throwable.class)
+  @Override
+  public String process(Map<String, Object> params, StepUpdater updater) {
+    var candidates = pyramidStockSelector.select(new PyramidStockSelector.Request(LocalDate.now().getYear(), 50));
+
+    var collection = new StockCollection();
+    collection.setName("金字塔选股");
+    collection.setDescription("金字塔选股");
+    collection.setScores(
+      candidates.stream()
+        .map(candidate -> {
+          var score = new StockScore();
+          score.setStock(candidate.stock());
+          score.setScore(candidate.score());
+          score.setExtra(candidate.extra());
+          score.setCollection(collection);
+          return score;
+        })
+        .collect(Collectors.toSet())
+    );
+    stockCollectionRepository.save(collection);
+
+    return """
+      | Code | Name | Score |
+      | ---- | ---- | ----- |
+      %s
+      """.formatted(candidates.stream()
+      .map(candidate -> "| %s | %s | %.2f |".formatted(candidate.stock().getCode(), candidate.stock().getName(), candidate.score()))
+      .collect(Collectors.joining("\n")));
+  }
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/task/TaskRunner.java

@@ -0,0 +1,67 @@
+package com.lanyuanxiaoyao.leopard.core.task;
+
+import cn.hutool.core.exceptions.ExceptionUtil;
+import cn.hutool.core.util.ObjectUtil;
+import cn.hutool.core.util.StrUtil;
+import com.lanyuanxiaoyao.leopard.core.entity.Task;
+import com.lanyuanxiaoyao.leopard.core.repository.TaskRepository;
+import com.lanyuanxiaoyao.leopard.core.service.TaskService;
+import java.time.LocalDateTime;
+import java.util.Map;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.context.ApplicationContext;
+
+/**
+ * 任务运行
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250924
+ */
+@Slf4j
+public abstract class TaskRunner {
+  private final ApplicationContext context;
+
+  protected TaskRunner(ApplicationContext context) {
+    this.context = context;
+  }
+
+  public abstract String process(Map<String, Object> params, StepUpdater updater) throws Exception;
+
+  public void run(TaskService.TaskTemplate template, Map<String, Object> params) {
+    var taskRepository = context.getBean(TaskRepository.class);
+    var task = new Task();
+    task.setName(template.name());
+    task.setDescription(template.description());
+    task.setStatus(Task.Status.RUNNING);
+    task.setLaunchedTime(LocalDateTime.now());
+    taskRepository.saveAndFlush(task);
+
+    try {
+      var result = process(params, step -> {
+        synchronized (task) {
+          taskRepository.updateStepById(task.getId(), step);
+        }
+      });
+
+      task.setStatus(Task.Status.SUCCESS);
+      task.setStep(1.0);
+      task.setFinishedTime(LocalDateTime.now());
+      if (StrUtil.isNotBlank(result)) {
+        task.setResult(result);
+      }
+      taskRepository.saveAndFlush(task);
+    } catch (Throwable throwable) {
+      log.error("任务执行失败", throwable);
+      task.setStatus(Task.Status.FAILURE);
+      task.setFinishedTime(LocalDateTime.now());
+      if (ObjectUtil.isNotNull(throwable)) {
+        task.setError(ExceptionUtil.stacktraceToString(throwable));
+      }
+      taskRepository.saveAndFlush(task);
+    }
+  }
+
+  public interface StepUpdater {
+    void update(double step);
+  }
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/task/UpdateDailyTask.java

@@ -0,0 +1,107 @@
+package com.lanyuanxiaoyao.leopard.core.task;
+
+import cn.hutool.core.util.NumberUtil;
+import cn.hutool.core.util.ObjectUtil;
+import cn.hutool.core.util.StrUtil;
+import com.lanyuanxiaoyao.leopard.core.entity.Daily;
+import com.lanyuanxiaoyao.leopard.core.entity.Stock;
+import com.lanyuanxiaoyao.leopard.core.helper.NumberHelper;
+import com.lanyuanxiaoyao.leopard.core.repository.DailyRepository;
+import com.lanyuanxiaoyao.leopard.core.repository.StockRepository;
+import com.lanyuanxiaoyao.leopard.core.service.TuShareService;
+import java.time.LocalDate;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.stream.Collectors;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.context.ApplicationContext;
+import org.springframework.stereotype.Component;
+import org.springframework.transaction.support.TransactionTemplate;
+
+/**
+ * 更新日线数据
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250924
+ */
+@Slf4j
+@Component
+public class UpdateDailyTask extends TaskRunner {
+  private final StockRepository stockRepository;
+  private final DailyRepository dailyRepository;
+
+  private final TransactionTemplate transactionTemplate;
+
+  private final TuShareService tuShareService;
+
+  protected UpdateDailyTask(ApplicationContext context, StockRepository stockRepository, DailyRepository dailyRepository, TransactionTemplate transactionTemplate, TuShareService tuShareService) {
+    super(context);
+    this.stockRepository = stockRepository;
+    this.dailyRepository = dailyRepository;
+    this.transactionTemplate = transactionTemplate;
+    this.tuShareService = tuShareService;
+  }
+
+  @Override
+  public String process(Map<String, Object> params, StepUpdater updater) throws Exception {
+    var tradeDates = new HashSet<LocalDate>();
+    for (String exchange : List.of("SSE", "SZSE", "BSE")) {
+      var response = tuShareService.tradeDateList(exchange);
+      for (List<String> item : response.data().items()) {
+        if (ObjectUtil.isNotEmpty(item) && StrUtil.isNotBlank(item.getFirst())) {
+          tradeDates.add(LocalDate.parse(item.getFirst(), TuShareService.TRADE_FORMAT));
+        }
+      }
+    }
+    var existsTradeDates = dailyRepository.findDistinctTradeDate();
+    var nowDate = LocalDate.now();
+    var stocksMap = stockRepository.findAll().stream().collect(Collectors.toMap(Stock::getCode, stock -> stock));
+    var targetTradeDates = tradeDates.stream()
+      .filter(date -> date.isBefore(nowDate) || date.isEqual(nowDate))
+      .filter(date -> !existsTradeDates.contains(date))
+      .toList();
+    var total = targetTradeDates.size();
+    var finished = new AtomicInteger(0);
+    targetTradeDates.parallelStream()
+      .forEach(tradeDate -> {
+        var factorResponse = tuShareService.factorList(tradeDate);
+        var factorMap = new HashMap<String, Double>();
+        for (List<String> item : factorResponse.data().items()) {
+          factorMap.put(item.get(0), Double.valueOf(item.get(2)));
+        }
+        transactionTemplate.execute(status -> {
+          var response = tuShareService.dailyList(tradeDate);
+          var dailies = new ArrayList<Daily>();
+          for (List<String> item : response.data().items()) {
+            var code = item.get(0);
+            if (stocksMap.containsKey(code)) {
+              var stock = stocksMap.get(code);
+              var factor = factorMap.get(code);
+              var daily = new Daily();
+              daily.setTradeDate(tradeDate);
+              daily.setOpen(NumberHelper.parseDouble(item.get(2)));
+              daily.setHigh(NumberUtil.parseDouble(item.get(3)));
+              daily.setLow(NumberUtil.parseDouble(item.get(4)));
+              daily.setClose(NumberUtil.parseDouble(item.get(5)));
+              daily.setPreviousClose(NumberUtil.parseDouble(item.get(6)));
+              daily.setPriceChangeAmount(NumberUtil.parseDouble(item.get(7)));
+              daily.setPriceFluctuationRange(NumberUtil.parseDouble(item.get(8)));
+              daily.setVolume(NumberUtil.parseDouble(item.get(9)));
+              daily.setTurnover(NumberUtil.parseDouble(item.get(10)));
+              daily.setFactor(factor);
+              daily.setStock(stock);
+              dailies.add(daily);
+            }
+          }
+          dailyRepository.saveAll(dailies);
+          return null;
+        });
+        updater.update(finished.incrementAndGet() * 1.0 / total);
+      });
+    return null;
+  }
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/task/UpdateFinanceIndicatorTask.java

@@ -0,0 +1,225 @@
+package com.lanyuanxiaoyao.leopard.core.task;
+
+import cn.hutool.core.util.ArrayUtil;
+import cn.hutool.core.util.ObjectUtil;
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.lanyuanxiaoyao.leopard.core.entity.FinanceIndicator;
+import com.lanyuanxiaoyao.leopard.core.entity.QFinanceIndicator;
+import com.lanyuanxiaoyao.leopard.core.entity.Stock;
+import com.lanyuanxiaoyao.leopard.core.helper.NumberHelper;
+import com.lanyuanxiaoyao.leopard.core.repository.FinanceIndicatorRepository;
+import com.lanyuanxiaoyao.leopard.core.repository.StockRepository;
+import com.lanyuanxiaoyao.leopard.core.service.TuShareService;
+import java.time.LocalDate;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.context.ApplicationContext;
+import org.springframework.stereotype.Component;
+import org.springframework.transaction.annotation.Transactional;
+
+/**
+ * 更新财务指标数据
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250924
+ */
+@Slf4j
+@Component
+public class UpdateFinanceIndicatorTask extends TaskRunner {
+  private final StockRepository stockRepository;
+  private final FinanceIndicatorRepository financeIndicatorRepository;
+
+  private final TuShareService tuShareService;
+
+  protected UpdateFinanceIndicatorTask(ApplicationContext context, StockRepository stockRepository, FinanceIndicatorRepository financeIndicatorRepository, TuShareService tuShareService) {
+    super(context);
+    this.stockRepository = stockRepository;
+    this.financeIndicatorRepository = financeIndicatorRepository;
+    this.tuShareService = tuShareService;
+  }
+
+  @Transactional(rollbackFor = Throwable.class)
+  @Override
+  public String process(Map<String, Object> params, StepUpdater updater) throws JsonProcessingException {
+    var stocks = stockRepository.findAll();
+    var currentYear = LocalDate.now().getYear();
+    for (int year = 1990; year < currentYear; year++) {
+      var balances = tuShareService.request(
+        "balancesheet_vip",
+        Map.of("period", LocalDate.of(year, 12, 31).format(TuShareService.TRADE_FORMAT)),
+        List.of(
+          "ts_code",
+          "total_share",
+          "cap_rese",
+          "surplus_rese",
+          "undistr_porfit",
+          "cash_reser_cb",
+          "accounts_receiv_bill",
+          "accounts_pay",
+          "inventories",
+          "goodwill",
+          "total_cur_assets",
+          "total_nca",
+          "total_cur_liab",
+          "total_ncl",
+          "total_liab",
+          "total_hldr_eqy_inc_min_int",
+          "total_assets"
+        )
+      );
+      var balancesMap = balances.stream().collect(Collectors.toMap(
+        map -> map.get("ts_code"),
+        map -> map,
+        (existing, replacement) -> existing
+      ));
+      var incomes = tuShareService.request(
+        "income_vip",
+        Map.of("period", LocalDate.of(year, 12, 31).format(TuShareService.TRADE_FORMAT)),
+        List.of(
+          "ts_code",
+          "total_revenue",
+          "total_cogs",
+          "operate_profit",
+          "oper_exp",
+          "n_income"
+        )
+      );
+      var incomesMap = incomes.stream().collect(Collectors.toMap(
+        map -> map.get("ts_code"),
+        map -> map,
+        (existing, replacement) -> existing
+      ));
+      var cashFlows = tuShareService.request(
+        "cashflow_vip",
+        Map.of("period", LocalDate.of(year, 12, 31).format(TuShareService.TRADE_FORMAT)),
+        List.of(
+          "ts_code",
+          "n_cashflow_act",
+          "n_cashflow_inv_act",
+          "n_cash_flows_fnc_act"
+        )
+      );
+      var cashFlowsMap = cashFlows.stream().collect(Collectors.toMap(
+        map -> map.get("ts_code"),
+        map -> map,
+        (existing, replacement) -> existing
+      ));
+      var finaIndicators = tuShareService.request(
+        "fina_indicator_vip",
+        Map.of("period", LocalDate.of(year, 12, 31).format(TuShareService.TRADE_FORMAT)),
+        List.of(
+          "ts_code",
+          "ca_to_assets",
+          "nca_to_assets",
+          "currentdebt_to_debt",
+          "longdeb_to_debt",
+          "current_ratio",
+          "quick_ratio",
+          "ar_turn",
+          "arturn_days",
+          "inv_turn",
+          "invturn_days",
+          "fa_turn",
+          "assets_turn",
+          "roe_dt",
+          "roa",
+          "roa_dp",
+          "total_revenue_ps"
+        )
+      );
+      var finaIndicatorsMap = finaIndicators.stream().collect(Collectors.toMap(
+        map -> map.get("ts_code"),
+        map -> map,
+        (existing, replacement) -> existing
+      ));
+
+      var financeIndicatorsMap = financeIndicatorRepository.findAll(QFinanceIndicator.financeIndicator.year.eq(year))
+        .stream()
+        .collect(Collectors.toMap(
+          indicator -> indicator.getStock().getCode(),
+          indicator -> indicator
+        ));
+
+      for (Stock stock : stocks) {
+        var balance = balancesMap.get(stock.getCode());
+        var income = incomesMap.get(stock.getCode());
+        var cashFlow = cashFlowsMap.get(stock.getCode());
+        var finaIndicator = finaIndicatorsMap.get(stock.getCode());
+        if (stock.getListedDate().getYear() > year || ArrayUtil.<Object>isAllNull(balance, income, cashFlow, finaIndicator)) {
+          continue;
+        }
+        var indicator = financeIndicatorsMap.getOrDefault(stock.getCode(), new FinanceIndicator());
+        indicator.setStock(stock);
+        indicator.setYear(year);
+        if (ObjectUtil.isNotNull(balance)) {
+          indicator.setTotalAssets(NumberHelper.parseDouble(balance.get("total_assets")));
+          indicator.setTotalShareCapital(NumberHelper.parseDouble(balance.get("total_share")));
+          indicator.setCapitalSurplus(NumberHelper.parseDouble(balance.get("cap_rese")));
+          indicator.setSurplusReserve(NumberHelper.parseDouble(balance.get("surplus_rese")));
+          indicator.setUndistributedProfit(NumberHelper.parseDouble(balance.get("undistr_porfit")));
+          indicator.setCashAndCashEquivalents(NumberHelper.parseDouble(balance.get("cash_reser_cb")));
+          indicator.setCashAndCashEquivalentsToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getCashAndCashEquivalents(), indicator.getTotalAssets()));
+          indicator.setAccountsReceivable(NumberHelper.parseDouble(balance.get("accounts_receiv_bill")));
+          indicator.setAccountsReceivableToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getAccountsReceivable(), indicator.getTotalAssets()));
+          indicator.setAccountsPayable(NumberHelper.parseDouble(balance.get("accounts_pay")));
+          indicator.setAccountsPayableToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getAccountsPayable(), indicator.getTotalAssets()));
+          indicator.setInventory(NumberHelper.parseDouble(balance.get("inventories")));
+          indicator.setInventoryToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getInventory(), indicator.getTotalAssets()));
+          indicator.setGoodwill(NumberHelper.parseDouble(balance.get("goodwill")));
+          indicator.setGoodwillToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getGoodwill(), indicator.getTotalAssets()));
+          indicator.setCurrentAssets(NumberHelper.parseDouble(balance.get("total_cur_assets")));
+          indicator.setCurrentAssetsToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getCurrentAssets(), indicator.getTotalAssets()));
+          indicator.setFixedAssets(NumberHelper.parseDouble(balance.get("total_nca")));
+          indicator.setFixedAssetsToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getFixedAssets(), indicator.getTotalAssets()));
+          indicator.setTotalLiabilities(NumberHelper.parseDouble(balance.get("total_liab")));
+          indicator.setCurrentLiabilities(NumberHelper.parseDouble(balance.get("total_cur_liab")));
+          indicator.setCurrentLiabilitiesToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getCurrentLiabilities(), indicator.getTotalAssets()));
+          indicator.setCurrentLiabilitiesToTotalLiabilitiesRatio(NumberHelper.safeDiv(indicator.getCurrentLiabilities(), indicator.getTotalLiabilities()));
+          indicator.setLongTermLiabilities(NumberHelper.parseDouble(balance.get("total_ncl")));
+          indicator.setLongTermLiabilitiesToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getLongTermLiabilities(), indicator.getTotalAssets()));
+          indicator.setLongTermLiabilitiesToTotalLiabilitiesRatio(NumberHelper.safeDiv(indicator.getLongTermLiabilities(), indicator.getTotalLiabilities()));
+          indicator.setLiabilitiesToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getTotalLiabilities(), indicator.getTotalAssets()));
+          indicator.setShareholdersEquity(NumberHelper.parseDouble(balance.get("total_hldr_eqy_inc_min_int")));
+          indicator.setShareholdersEquityToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getShareholdersEquity(), indicator.getTotalAssets()));
+        }
+        if (ObjectUtil.isNotNull(income)) {
+          indicator.setOperatingRevenue(NumberHelper.parseDouble(income.get("total_revenue")));
+          indicator.setOperatingCost(NumberHelper.parseDouble(income.get("total_cogs")));
+          indicator.setOperatingProfit(NumberHelper.parseDouble(income.get("operate_profit")));
+          indicator.setOperatingExpenses(NumberHelper.parseDouble(income.get("oper_exp")));
+          indicator.setNetProfit(NumberHelper.parseDouble(income.get("n_income")));
+        }
+        if (ObjectUtil.isNotNull(cashFlow)) {
+          indicator.setCashFlowFromOperatingActivities(NumberHelper.parseDouble(cashFlow.get("n_cashflow_act")));
+          indicator.setCashFlowFromInvestingActivities(NumberHelper.parseDouble(cashFlow.get("n_cashflow_inv_act")));
+          indicator.setCashFlowFromFinancingActivities(NumberHelper.parseDouble(cashFlow.get("n_cash_flows_fnc_act")));
+        }
+        if (ObjectUtil.isNotNull(finaIndicator)) {
+          indicator.setCurrentRatio(NumberHelper.parseDouble(finaIndicator.get("current_ratio")));
+          indicator.setQuickRatio(NumberHelper.parseDouble(finaIndicator.get("quick_ratio")));
+          indicator.setAccountsReceivableTurnover(NumberHelper.parseDouble(finaIndicator.get("ar_turn")));
+          indicator.setDaysAccountsReceivableTurnover(NumberHelper.parseDouble(finaIndicator.get("arturn_days")));
+          indicator.setInventoryTurnover(NumberHelper.parseDouble(finaIndicator.get("inv_turn")));
+          indicator.setDaysInventoryTurnover(NumberHelper.parseDouble(finaIndicator.get("invturn_days")));
+          indicator.setFixedAssetsTurnover(NumberHelper.parseDouble(finaIndicator.get("fa_turn")));
+          indicator.setDaysFixedAssetsTurnover(NumberHelper.safeDiv(360.0, indicator.getFixedAssetsTurnover()));
+          indicator.setTotalAssetsTurnover(NumberHelper.parseDouble(finaIndicator.get("assets_turn")));
+          indicator.setDaysTotalAssetsTurnover(NumberHelper.safeDiv(360.0, indicator.getTotalAssetsTurnover()));
+          indicator.setReturnOnEquity(NumberHelper.parseDouble(finaIndicator.get("roe_dt")));
+          indicator.setReturnOnAssets(NumberHelper.parseDouble(finaIndicator.get("roa")));
+          indicator.setOperatingGrossProfitMargin(NumberHelper.safeDiv(NumberHelper.safeMinus(indicator.getOperatingRevenue(), indicator.getOperatingCost()), indicator.getOperatingRevenue()));
+          indicator.setOperatingProfitMargin(NumberHelper.safeDiv(indicator.getOperatingProfit(), indicator.getOperatingRevenue()));
+          indicator.setOperatingSafetyMarginRatio(NumberHelper.safeDiv(indicator.getOperatingProfitMargin(), indicator.getOperatingGrossProfitMargin()));
+          indicator.setNetProfitMargin(NumberHelper.parseDouble(finaIndicator.get("roa_dp")));
+          indicator.setEarningsPerShare(NumberHelper.parseDouble(finaIndicator.get("total_revenue_ps")));
+        }
+        financeIndicatorRepository.save(indicator);
+      }
+
+      updater.update((year - 1990) * 1.0 / (currentYear - 1990));
+    }
+    return null;
+  }
+}

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/task/UpdateStockTask.java

@@ -0,0 +1,64 @@
+package com.lanyuanxiaoyao.leopard.core.task;
+
+import cn.hutool.core.util.EnumUtil;
+import com.lanyuanxiaoyao.leopard.core.entity.Stock;
+import com.lanyuanxiaoyao.leopard.core.repository.StockRepository;
+import com.lanyuanxiaoyao.leopard.core.service.TuShareService;
+import java.time.LocalDate;
+import java.util.Map;
+import java.util.stream.Collectors;
+import org.springframework.context.ApplicationContext;
+import org.springframework.stereotype.Component;
+import org.springframework.transaction.annotation.Transactional;
+
+/**
+ * 更新股票信息
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250924
+ */
+@Component
+public class UpdateStockTask extends TaskRunner {
+  private final StockRepository stockRepository;
+
+  private final TuShareService tuShareService;
+
+  public UpdateStockTask(ApplicationContext context, StockRepository stockRepository, TuShareService tuShareService) {
+    super(context);
+    this.stockRepository = stockRepository;
+    this.tuShareService = tuShareService;
+  }
+
+  @Transactional(rollbackFor = Throwable.class)
+  @Override
+  public String process(Map<String, Object> params, StepUpdater updater) {
+    var existsStockMap = stockRepository.findAll().stream().collect(Collectors.toMap(Stock::getCode, stock -> stock));
+    var stocks = tuShareService.stockList()
+      .data()
+      .items()
+      .stream()
+      .map(item -> {
+        var code = item.get(0);
+        var name = item.get(1);
+        var fullname = item.get(2);
+        var market = EnumUtil.fromString(Stock.Market.class, item.get(3));
+        var industry = item.get(4);
+        var listedDate = LocalDate.parse(item.get(5), TuShareService.TRADE_FORMAT);
+        var stock = existsStockMap.getOrDefault(code, new Stock());
+        stock.setCode(code);
+        stock.setName(name);
+        stock.setFullname(fullname);
+        stock.setMarket(market);
+        stock.setIndustry(industry);
+        stock.setListedDate(listedDate);
+        return stock;
+      })
+      .toList();
+    var currentCodes = stocks.stream().map(Stock::getCode).toList();
+    var existsCodes = stockRepository.findDistinctCodes();
+    var deleteCodes = existsCodes.stream().filter(code -> !currentCodes.contains(code)).toList();
+    stockRepository.deleteAllByCodeIn(deleteCodes);
+    stockRepository.saveAll(stocks);
+    return null;
+  }
+}

leopard-core/src/test/java/com/lanyuanxiaoyao/leopard/core/GenerateDDL.java

@@ -0,0 +1,25 @@
+package com.lanyuanxiaoyao.leopard.core;
+
+import com.lanyuanxiaoyao.service.template.Helper;
+import org.hibernate.dialect.PostgreSQLDialect;
+import org.postgresql.Driver;
+
+/**
+ * 建表语句
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250911
+ */
+public class GenerateDDL {
+  public static void main(String[] args) {
+    Helper.generateDDL(
+      "com.lanyuanxiaoyao.leopard.core.entity",
+      "/Users/lanyuanxiaoyao/Project/IdeaProjects/leopard/leopard-core/target",
+      PostgreSQLDialect.class,
+      "jdbc:postgresql://81.71.3.24:6785/leopard_dev",
+      "leopard",
+      "9NEzFzovnddf@PyEP?e*AYAWnCyd7UhYwQK$pJf>7?ccFiN^x4$eKEZ5~E<7<+~X",
+      Driver.class
+    );
+  }
+}

leopard-server/bin/start.sh

@@ -1,3 +1,3 @@
 #!/bin/bash
 
-nohup /home/ubuntu/jdk-17.0.16+8/bin/java -jar /home/ubuntu/app/leopard-server-1.0.0.jar --spring.profiles.active=build --spring.web.resources.static-locations=file:/home/ubuntu/app/web --logging.parent=/home/ubuntu/app > /dev/null 2>&1 &
+nohup /home/ubuntu/jdk-21.0.8+9/bin/java -jar /home/ubuntu/app/leopard-server-1.0.0.jar --spring.profiles.active=build --spring.web.resources.static-locations=file:/home/ubuntu/app/dist --logging.parent=/home/ubuntu/app > /dev/null 2>&1 &

leopard-server/bin/stop.sh

@@ -1,10 +1,17 @@
 #!/bin/bash
 
 original_command="$0"
-application_name="/home/ubuntu/app/leopard-server-1.0.0.jar"
+application_name="leopard-server-1.0.0.jar"
 
 function get_pid() {
-  echo $(ps ef | grep "$application_name" | grep -v grep | awk '{ print $1 }')
+  ID=$(ps -ef | grep "$application_name" | grep -v grep | grep -v $original_command | awk '{ print $2 }')
+  if [[ -z "$ID" ]]; then
+    ID=$(ps aux | grep "$application_name" | grep -v grep | grep -v $original_command | awk '{print $2}')
+    if [[ -z "$ID" ]]; then
+      ID=$(/home/ubuntu/jdk-21.0.8+9/bin/jps -lmvV | grep "$application_name" | awk '{print $1}')
+    fi
+  fi
+  echo $ID
 }
 
 pid=$(get_pid)
@@ -31,3 +38,4 @@ while (true); do
   fi
   sleep 1s
 done
+

leopard-server/pom.xml

@@ -31,6 +31,14 @@
       <groupId>org.springframework.boot</groupId>
       <artifactId>spring-boot-starter-jetty</artifactId>
     </dependency>
+    <dependency>
+      <groupId>org.springframework.boot</groupId>
+      <artifactId>spring-boot-starter-cache</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>com.github.ben-manes.caffeine</groupId>
+      <artifactId>caffeine</artifactId>
+    </dependency>
     <dependency>
       <groupId>org.springframework.boot</groupId>
       <artifactId>spring-boot-configuration-processor</artifactId>
@@ -41,20 +49,6 @@
       <artifactId>spring-boot-starter-quartz</artifactId>
     </dependency>
 
-    <dependency>
-      <groupId>com.yomahub</groupId>
-      <artifactId>liteflow-spring-boot-starter</artifactId>
-    </dependency>
-
-    <dependency>
-      <groupId>cn.hutool</groupId>
-      <artifactId>hutool-core</artifactId>
-    </dependency>
-    <dependency>
-      <groupId>cn.hutool</groupId>
-      <artifactId>hutool-http</artifactId>
-    </dependency>
-
     <dependency>
       <groupId>com.mysql</groupId>
       <artifactId>mysql-connector-j</artifactId>
@@ -65,6 +59,11 @@
       <artifactId>postgresql</artifactId>
       <scope>runtime</scope>
     </dependency>
+    <dependency>
+      <groupId>com.h2database</groupId>
+      <artifactId>h2</artifactId>
+      <scope>runtime</scope>
+    </dependency>
   </dependencies>
 
   <build>

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/LeopardServerApplication.java

@@ -1,8 +1,7 @@
 package com.lanyuanxiaoyao.leopard.server;
 
-import com.lanyuanxiaoyao.leopard.server.service.TuShareService;
-import com.yomahub.liteflow.core.FlowExecutor;
-import jakarta.annotation.Resource;
+import com.lanyuanxiaoyao.leopard.core.repository.TaskRepository;
+import jakarta.transaction.Transactional;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.boot.ApplicationArguments;
 import org.springframework.boot.ApplicationRunner;
@@ -18,19 +17,20 @@ import org.springframework.data.jpa.repository.config.EnableJpaAuditing;
 @SpringBootApplication(scanBasePackages = "com.lanyuanxiaoyao.leopard")
 @EnableJpaAuditing
 public class LeopardServerApplication implements ApplicationRunner {
+  private final TaskRepository taskRepository;
+
+  public LeopardServerApplication(TaskRepository taskRepository) {
+    this.taskRepository = taskRepository;
+  }
+
   public static void main(String[] args) {
     SpringApplication.run(LeopardServerApplication.class, args);
   }
 
-  @Resource
-  private FlowExecutor executor;
-  @Resource
-  private TuShareService tuShareService;
-
+  @Transactional(rollbackOn = Throwable.class)
   @Override
   public void run(ApplicationArguments args) {
-    // executor.execute2RespWithEL("THEN(update_daily)");
-    // executor.execute2RespWithEL("THEN(update_stock)");
-    // executor.execute2RespWithEL("THEN(check_daily)");
+    log.warn("更新所有未完成的任务状态为失败");
+    taskRepository.updateAllRunningTaskToFailure();
   }
 }

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/configuration/CacheProvider.java

@@ -0,0 +1,35 @@
+package com.lanyuanxiaoyao.leopard.server.configuration;
+
+import com.github.benmanes.caffeine.cache.Caffeine;
+import java.util.concurrent.TimeUnit;
+import org.springframework.cache.CacheManager;
+import org.springframework.cache.annotation.EnableCaching;
+import org.springframework.cache.caffeine.CaffeineCacheManager;
+import org.springframework.context.annotation.Bean;
+import org.springframework.context.annotation.Configuration;
+import org.springframework.context.annotation.Primary;
+
+/**
+ * 缓存提供
+ *
+ * @author lanyuanxiaoyao
+ * @date 2023-04-23
+ */
+@Configuration
+@EnableCaching
+public class CacheProvider {
+  @Primary
+  @Bean("short-cache")
+  public CacheManager normalCache() {
+    CaffeineCacheManager manager = new CaffeineCacheManager();
+    manager.setCaffeine(Caffeine.newBuilder().expireAfterWrite(1, TimeUnit.MINUTES));
+    return manager;
+  }
+
+  @Bean("long-cache")
+  public CacheManager longCache() {
+    CaffeineCacheManager manager = new CaffeineCacheManager();
+    manager.setCaffeine(Caffeine.newBuilder().expireAfterWrite(1, TimeUnit.HOURS));
+    return manager;
+  }
+}

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/controller/CommonOptionsController.java

@@ -2,10 +2,11 @@ package com.lanyuanxiaoyao.leopard.server.controller;
 
 import com.lanyuanxiaoyao.leopard.core.entity.Stock;
 import com.lanyuanxiaoyao.leopard.core.entity.Task;
-import com.lanyuanxiaoyao.leopard.server.service.StockService;
-import com.lanyuanxiaoyao.leopard.server.service.TaskTemplateService;
+import com.lanyuanxiaoyao.leopard.core.repository.StockRepository;
+import com.lanyuanxiaoyao.leopard.core.service.TaskService;
 import com.lanyuanxiaoyao.service.template.controller.GlobalResponse;
 import java.util.Arrays;
+import java.util.Comparator;
 import java.util.List;
 import java.util.Map;
 import java.util.stream.Collectors;
@@ -86,12 +87,12 @@ public class CommonOptionsController {
     "bg-pink-900"
   );
 
-  private final StockService stockService;
-  private final TaskTemplateService taskTemplateService;
+  private final StockRepository stockRepository;
+  private final TaskService taskService;
 
-  public CommonOptionsController(StockService stockService, TaskTemplateService taskTemplateService) {
-    this.stockService = stockService;
-    this.taskTemplateService = taskTemplateService;
+  public CommonOptionsController(StockRepository stockRepository, TaskService taskService) {
+    this.stockRepository = stockRepository;
+    this.taskService = taskService;
   }
 
   @GetMapping("/options/{name}")
@@ -100,18 +101,21 @@ public class CommonOptionsController {
       case "stock_market" -> GlobalResponse.responseSuccess(
         Arrays.stream(Stock.Market.values())
           .map(market -> new Option(market.getChineseName(), market.name()))
+          .sorted(Comparator.comparing(Option::label))
           .toList()
       );
       case "stock_industry" -> GlobalResponse.responseSuccess(
-        stockService.findDistinctIndustries()
+        stockRepository.findDistinctIndustries()
           .stream()
           .map(industry -> new Option(industry, industry))
+          .sorted(Comparator.comparing(Option::label))
           .toList()
       );
       case "task_template_id" -> GlobalResponse.responseSuccess(
-        taskTemplateService.list()
+        taskService.getTemplates()
           .stream()
-          .map(template -> new Option(template.getName(), template.getId()))
+          .map(template -> new Option(template.name(), template.id()))
+          .sorted(Comparator.comparing(Option::label))
           .toList()
       );
       default -> GlobalResponse.responseSuccess(List.of());

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/controller/QuartzController.java

@@ -1,7 +1,7 @@
 package com.lanyuanxiaoyao.leopard.server.controller;
 
+import com.lanyuanxiaoyao.leopard.core.service.TaskService;
 import com.lanyuanxiaoyao.leopard.server.service.QuartzService;
-import com.lanyuanxiaoyao.leopard.server.service.TaskTemplateService;
 import com.lanyuanxiaoyao.service.template.controller.GlobalResponse;
 import java.time.LocalDateTime;
 import java.util.List;
@@ -20,11 +20,11 @@ import org.springframework.web.bind.annotation.RestController;
 @RequestMapping("task_schedule")
 public class QuartzController {
   private final QuartzService quartzService;
-  private final TaskTemplateService taskTemplateService;
+  private final TaskService taskService;
 
-  public QuartzController(QuartzService quartzService, TaskTemplateService taskTemplateService) {
+  public QuartzController(QuartzService quartzService, TaskService taskService) {
     this.quartzService = quartzService;
-    this.taskTemplateService = taskTemplateService;
+    this.taskService = taskService;
   }
 
   @PostMapping("save")
@@ -38,11 +38,11 @@ public class QuartzController {
     var list = quartzService.list()
       .stream()
       .map(task -> {
-        var template = taskTemplateService.detail(task.templateId());
+        var template = taskService.getTemplate(task.templateId());
         return new ListItem(
           task.key(),
-          template.getName(),
-          template.getDescription(),
+          template.name(),
+          template.description(),
           task.cron(),
           task.status(),
           task.previousFireTime(),
@@ -72,7 +72,7 @@ public class QuartzController {
   }
 
   public record SaveItem(
-    Long templateId,
+    String templateId,
     String cron
   ) {
   }

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/controller/StockCollectionController.java

@@ -0,0 +1,81 @@
+package com.lanyuanxiaoyao.leopard.server.controller;
+
+import com.lanyuanxiaoyao.leopard.core.entity.StockCollection;
+import com.lanyuanxiaoyao.leopard.core.service.StockCollectionService;
+import com.lanyuanxiaoyao.leopard.server.entity.StockScoreVo;
+import com.lanyuanxiaoyao.service.template.controller.GlobalResponse;
+import com.lanyuanxiaoyao.service.template.controller.SimpleControllerSupport;
+import java.time.LocalDateTime;
+import java.util.Comparator;
+import java.util.List;
+import java.util.function.Function;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+@RestController
+@RequestMapping("stock_collection")
+public class StockCollectionController extends SimpleControllerSupport<StockCollection, Void, StockCollectionController.ListItem, StockCollectionController.DetailItem> {
+  public StockCollectionController(StockCollectionService service) {
+    super(service);
+  }
+
+  @Override
+  public GlobalResponse<Long> save(Void unused) throws Exception {
+    throw new UnsupportedOperationException();
+  }
+
+  @Override
+  protected Function<Void, StockCollection> saveItemMapper() {
+    throw new UnsupportedOperationException();
+  }
+
+  @Override
+  protected Function<StockCollection, ListItem> listItemMapper() {
+    return collection -> new ListItem(
+      collection.getId(),
+      collection.getName(),
+      collection.getDescription(),
+      collection.getScores().size(),
+      collection.getCreatedTime(),
+      collection.getModifiedTime()
+    );
+  }
+
+  @Override
+  protected Function<StockCollection, DetailItem> detailItemMapper() {
+    return collection -> new DetailItem(
+      collection.getId(),
+      collection.getName(),
+      collection.getDescription(),
+      collection.getScores().size(),
+      collection.getScores()
+        .stream()
+        .map(StockScoreVo::of)
+        .sorted(Comparator.comparing(StockScoreVo::score).reversed())
+        .toList(),
+      collection.getCreatedTime(),
+      collection.getModifiedTime()
+    );
+  }
+
+  public record ListItem(
+    Long id,
+    String name,
+    String description,
+    Integer count,
+    LocalDateTime createdTime,
+    LocalDateTime modifiedTime
+  ) {
+  }
+
+  public record DetailItem(
+    Long id,
+    String name,
+    String description,
+    Integer count,
+    List<StockScoreVo> scores,
+    LocalDateTime createdTime,
+    LocalDateTime modifiedTime
+  ) {
+  }
+}

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/controller/StockController.java

@@ -1,11 +1,22 @@
 package com.lanyuanxiaoyao.leopard.server.controller;
 
+import cn.hutool.core.bean.BeanUtil;
+import com.lanyuanxiaoyao.leopard.core.entity.Daily;
 import com.lanyuanxiaoyao.leopard.core.entity.Stock;
-import com.lanyuanxiaoyao.leopard.server.service.StockService;
+import com.lanyuanxiaoyao.leopard.core.helper.NumberHelper;
+import com.lanyuanxiaoyao.leopard.core.helper.TaHelper;
+import com.lanyuanxiaoyao.leopard.core.service.StockService;
+import com.lanyuanxiaoyao.leopard.server.entity.StockDetailVo;
 import com.lanyuanxiaoyao.service.template.controller.GlobalResponse;
 import com.lanyuanxiaoyao.service.template.controller.SimpleControllerSupport;
 import java.time.LocalDate;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
 import java.util.function.Function;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.PathVariable;
 import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.RestController;
 
@@ -13,11 +24,15 @@ import org.springframework.web.bind.annotation.RestController;
  * @author lanyuanxiaoyao
  * @version 20250829
  */
+@Slf4j
 @RestController
 @RequestMapping("stock")
-public class StockController extends SimpleControllerSupport<Stock, Void, StockController.DetailItem, StockController.DetailItem> {
-  public StockController(StockService service) {
+public class StockController extends SimpleControllerSupport<Stock, Void, StockDetailVo, StockDetailVo> {
+  private final StockService stockService;
+
+  public StockController(StockService service, StockService stockService) {
     super(service);
+    this.stockService = stockService;
   }
 
   @Override
@@ -25,41 +40,249 @@ public class StockController extends SimpleControllerSupport<Stock, Void, StockC
     throw new UnsupportedOperationException();
   }
 
+  @GetMapping("finance/{id}")
+  public GlobalResponse<FinanceItem> finance(@PathVariable("id") Long id) {
+    // 财报默认是上一年的
+    var year = LocalDate.now().minusYears(1).getYear();
+    var financeIndicator = stockService.findFinanceIndicator(id, year);
+    return GlobalResponse.responseSuccess(new FinanceItem(
+      id,
+      year,
+      financeIndicator
+        .map(fi -> new BalanceSheetItem(
+          NumberHelper.formatFinanceDouble(fi.getTotalAssets()),
+          NumberHelper.formatFinanceDouble(fi.getCurrentAssets()),
+          NumberHelper.formatPercentageDouble(fi.getCurrentAssetsToTotalAssetsRatio()),
+          NumberHelper.formatFinanceDouble(fi.getFixedAssets()),
+          NumberHelper.formatPercentageDouble(fi.getFixedAssetsToTotalAssetsRatio()),
+          NumberHelper.formatFinanceDouble(fi.getTotalLiabilities()),
+          NumberHelper.formatFinanceDouble(fi.getCurrentLiabilities()),
+          NumberHelper.formatPercentageDouble(fi.getCurrentLiabilitiesToTotalAssetsRatio()),
+          NumberHelper.formatFinanceDouble(fi.getLongTermLiabilities()),
+          NumberHelper.formatPercentageDouble(fi.getLongTermLiabilitiesToTotalAssetsRatio())
+        ))
+        .orElse(new BalanceSheetItem()),
+      financeIndicator
+        .map(fi -> new IncomeItem(
+          NumberHelper.formatFinanceDouble(fi.getOperatingRevenue()),
+          NumberHelper.formatFinanceDouble(fi.getOperatingCost()),
+          NumberHelper.formatFinanceDouble(fi.getOperatingProfit())
+        ))
+        .orElse(new IncomeItem()),
+      financeIndicator
+        .map(fi -> new CashFlowItem(
+          NumberHelper.formatFinanceDouble(fi.getNetProfit()),
+          NumberHelper.formatFinanceDouble(fi.getCashFlowFromOperatingActivities()),
+          NumberHelper.formatFinanceDouble(fi.getCashFlowFromInvestingActivities()),
+          NumberHelper.formatFinanceDouble(fi.getCashFlowFromFinancingActivities())
+        ))
+        .orElse(new CashFlowItem()),
+      financeIndicator
+        .map(fi -> new IndicateItem(
+          NumberHelper.formatFinanceDouble(fi.getCurrentRatio()),
+          NumberHelper.formatFinanceDouble(fi.getQuickRatio()),
+          NumberHelper.formatFinanceDouble(fi.getReturnOnEquity()),
+          NumberHelper.formatFinanceDouble(fi.getReturnOnAssets()),
+          NumberHelper.formatFinanceDouble(fi.getAccountsReceivableTurnover()),
+          NumberHelper.formatDaysDouble(fi.getDaysAccountsReceivableTurnover()),
+          NumberHelper.formatFinanceDouble(fi.getInventoryTurnover()),
+          NumberHelper.formatDaysDouble(fi.getDaysInventoryTurnover()),
+          NumberHelper.formatFinanceDouble(fi.getFixedAssetsTurnover()),
+          NumberHelper.formatDaysDouble(fi.getDaysFixedAssetsTurnover()),
+          NumberHelper.formatFinanceDouble(fi.getTotalAssetsTurnover()),
+          NumberHelper.formatDaysDouble(fi.getDaysTotalAssetsTurnover())
+        ))
+        .orElse(new IndicateItem())
+    ));
+  }
+
+  @GetMapping("finance/{id}/{field}")
+  public GlobalResponse<Map<String, Object>> financeCharts(@PathVariable("id") Long id, @PathVariable("field") String field) {
+    var data = stockService.findFinanceIndicatorRecent(id, 5);
+    var xList = new ArrayList<Integer>();
+    var yList = new ArrayList<Object>();
+    for (var indicator : data) {
+      xList.add(indicator.getYear());
+      yList.add(BeanUtil.getFieldValue(indicator, field));
+    }
+    return GlobalResponse.responseMapData(Map.of(
+      "xList", xList, "yList", yList
+    ));
+  }
+
+  @GetMapping("daily/current/{id}")
+  public GlobalResponse<Map<String, Object>> dailyCurrent(@PathVariable("id") Long id) {
+    var daily = stockService.findDailyLatest(id);
+    return GlobalResponse.responseMapData(Map.of(
+      "date", daily.map(Daily::getTradeDate).map(LocalDate::toString).orElse("/"),
+      "open", daily.map(Daily::getOpen).map(NumberHelper::formatPriceDouble).orElse(NumberHelper.FINANCE_NULL_DOUBLE),
+      "close", daily.map(Daily::getClose).map(NumberHelper::formatPriceDouble).orElse(NumberHelper.FINANCE_NULL_DOUBLE),
+      "low", daily.map(Daily::getLow).map(NumberHelper::formatPriceDouble).orElse(NumberHelper.FINANCE_NULL_DOUBLE),
+      "high", daily.map(Daily::getHigh).map(NumberHelper::formatPriceDouble).orElse(NumberHelper.FINANCE_NULL_DOUBLE)
+    ));
+  }
+
+  @GetMapping("daily/{id}")
+  public GlobalResponse<Map<String, Object>> dailyCharts(@PathVariable("id") Long id) {
+    var data = stockService.findDailyRecent(id, 100 + 60);
+    log.info("Size: {}", data.size());
+    var xList = new ArrayList<String>();
+    var yList = new ArrayList<List<Double>>();
+    for (var daily : data.subList(60, data.size() - 1)) {
+      xList.add(daily.getTradeDate().toString());
+      yList.add(List.of(daily.getHfqOpen(), daily.getHfqClose(), daily.getHfqLow(), daily.getHfqHigh()));
+    }
+    return GlobalResponse.responseMapData(Map.of(
+      "xList", xList,
+      "yList", yList,
+      "sma10", TaHelper.sma(data, 10, Daily::getHfqClose).subList(60, data.size() - 1),
+      "sma30", TaHelper.sma(data, 30, Daily::getHfqClose).subList(60, data.size() - 1),
+      "sma60", TaHelper.sma(data, 60, Daily::getHfqClose).subList(60, data.size() - 1)
+    ));
+  }
+
+  @SuppressWarnings("DuplicatedCode")
+  @GetMapping("weekly/{id}")
+  public GlobalResponse<Map<String, Object>> weeklyCharts(@PathVariable("id") Long id) {
+    var data = stockService.findWeeklyRecent(id, 50);
+    var xList = new ArrayList<String>();
+    var yList = new ArrayList<List<Double>>();
+    for (var weekly : data) {
+      xList.add(weekly.tradeDate().toString());
+      yList.add(List.of(weekly.open(), weekly.close(), weekly.low(), weekly.high()));
+    }
+    return GlobalResponse.responseMapData(Map.of(
+      "xList", xList, "yList", yList
+    ));
+  }
+
+  @SuppressWarnings("DuplicatedCode")
+  @GetMapping("monthly/{id}")
+  public GlobalResponse<Map<String, Object>> monthlyCharts(@PathVariable("id") Long id) {
+    var data = stockService.findMonthlyRecent(id, 24);
+    var xList = new ArrayList<String>();
+    var yList = new ArrayList<List<Double>>();
+    for (var monthly : data) {
+      xList.add(monthly.tradeDate().toString());
+      yList.add(List.of(monthly.open(), monthly.close(), monthly.low(), monthly.high()));
+    }
+    return GlobalResponse.responseMapData(Map.of(
+      "xList", xList, "yList", yList
+    ));
+  }
+
   @Override
   protected Function<Void, Stock> saveItemMapper() {
     throw new UnsupportedOperationException();
   }
 
-  private DetailItem covert(Stock stock) {
-    return new DetailItem(
-      stock.getId(),
-      stock.getCode(),
-      stock.getName(),
-      stock.getFullname(),
-      stock.getMarket(),
-      stock.getIndustry(),
-      stock.getListedDate()
-    );
+  @Override
+  protected Function<Stock, StockDetailVo> listItemMapper() {
+    return StockDetailVo::of;
   }
 
   @Override
-  protected Function<Stock, DetailItem> listItemMapper() {
-    return this::covert;
+  protected Function<Stock, StockDetailVo> detailItemMapper() {
+    return StockDetailVo::of;
   }
 
-  @Override
-  protected Function<Stock, DetailItem> detailItemMapper() {
-    return this::covert;
-  }
-
-  public record DetailItem(
+  public record FinanceItem(
     Long id,
-    String code,
-    String name,
-    String fullname,
-    Stock.Market market,
-    String industry,
-    LocalDate listedDate
+    Integer year,
+    BalanceSheetItem balanceSheet,
+    IncomeItem income,
+    CashFlowItem cashFlow,
+    IndicateItem indicate
   ) {
   }
+
+  public record BalanceSheetItem(
+    String totalAssets,
+    String currentAssets,
+    String currentAssetsRatio,
+    String fixedAssets,
+    String fixedAssetsRatio,
+    String totalLiabilities,
+    String currentLiabilities,
+    String currentLiabilitiesRatio,
+    String longTermLiabilities,
+    String longTermLiabilitiesRatio
+  ) {
+    public BalanceSheetItem() {
+      this(
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE
+      );
+    }
+  }
+
+  public record IncomeItem(
+    String operatingRevenue,
+    String operatingCost,
+    String operatingProfit
+  ) {
+    public IncomeItem() {
+      this(
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE
+      );
+    }
+  }
+
+  public record CashFlowItem(
+    String netProfit,
+    String cashFlowFromOperatingActivities,
+    String cashFlowFromInvestingActivities,
+    String cashFlowFromFinancingActivities
+  ) {
+    public CashFlowItem() {
+      this(
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE
+      );
+    }
+  }
+
+  public record IndicateItem(
+    String currentRatio,
+    String quickRatio,
+    String roe,
+    String roa,
+    String accountsReceivableTurnover,
+    String daysAccountsReceivableTurnover,
+    String inventoryTurnover,
+    String daysInventoryTurnover,
+    String fixedAssetsTurnover,
+    String daysFixedAssetsTurnover,
+    String totalAssetsTurnover,
+    String daysTotalAssetsTurnover
+  ) {
+    public IndicateItem() {
+      this(
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE,
+        NumberHelper.FINANCE_NULL_DOUBLE
+      );
+    }
+  }
 }

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/controller/TaskController.java

@@ -4,14 +4,16 @@ import cn.hutool.core.date.BetweenFormatter;
 import cn.hutool.core.date.DateUtil;
 import cn.hutool.core.util.ObjectUtil;
 import com.lanyuanxiaoyao.leopard.core.entity.Task;
-import com.lanyuanxiaoyao.leopard.server.service.TaskService;
+import com.lanyuanxiaoyao.leopard.core.service.TaskService;
 import com.lanyuanxiaoyao.service.template.controller.GlobalResponse;
 import com.lanyuanxiaoyao.service.template.controller.SimpleControllerSupport;
 import java.time.Duration;
 import java.time.LocalDateTime;
+import java.util.Comparator;
 import java.util.Map;
 import java.util.function.Function;
 import lombok.extern.slf4j.Slf4j;
+import org.springframework.web.bind.annotation.GetMapping;
 import org.springframework.web.bind.annotation.PostMapping;
 import org.springframework.web.bind.annotation.RequestBody;
 import org.springframework.web.bind.annotation.RequestMapping;
@@ -45,14 +47,25 @@ public class TaskController extends SimpleControllerSupport<Task, Void, TaskCont
     return GlobalResponse.responseSuccess();
   }
 
+  @GetMapping("template/list")
+  public GlobalResponse<Map<String, Object>> templateList() {
+    var templates = taskService.getTemplates()
+      .stream()
+      .sorted(Comparator.comparing(TaskService.TaskTemplate::name))
+      .toList();
+    return GlobalResponse.responseCrudData(templates, templates.size());
+  }
+
   @Override
   protected Function<Void, Task> saveItemMapper() {
     throw new UnsupportedOperationException();
   }
 
   private TaskCost calculateCost(LocalDateTime start, LocalDateTime finish) {
-    if (ObjectUtil.isNull(start) || ObjectUtil.isNull(finish)) {
+    if (ObjectUtil.isNull(start)) {
       return new TaskCost(null, null);
+    } else if (ObjectUtil.isNull(finish)) {
+      finish = LocalDateTime.now();
     }
     var duration = Duration.between(start, finish).toMillis();
     return new TaskCost(
@@ -108,7 +121,7 @@ public class TaskController extends SimpleControllerSupport<Task, Void, TaskCont
     LocalDateTime finishedTime,
     Long cost,
     String costText,
-    Integer step
+    Double step
   ) {
   }
 
@@ -123,11 +136,11 @@ public class TaskController extends SimpleControllerSupport<Task, Void, TaskCont
     LocalDateTime finishedTime,
     Long cost,
     String costText,
-    Integer step
+    Double step
   ) {
   }
 
-  public record ExecuteRequest(Long templateId, Map<String, Object> params) {
+  public record ExecuteRequest(String templateId, Map<String, Object> params) {
   }
 
   public record TaskCost(Long cost, String costText) {

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/controller/TaskTemplateController.java

@@ -1,57 +0,0 @@
-package com.lanyuanxiaoyao.leopard.server.controller;
-
-import com.lanyuanxiaoyao.leopard.core.entity.TaskTemplate;
-import com.lanyuanxiaoyao.leopard.server.service.TaskTemplateService;
-import com.lanyuanxiaoyao.service.template.controller.SimpleControllerSupport;
-import java.util.function.Function;
-import lombok.extern.slf4j.Slf4j;
-import org.springframework.web.bind.annotation.RequestMapping;
-import org.springframework.web.bind.annotation.RestController;
-
-@Slf4j
-@RestController
-@RequestMapping("task_template")
-public class TaskTemplateController extends SimpleControllerSupport<TaskTemplate, TaskTemplateController.Item, TaskTemplateController.Item, TaskTemplateController.Item> {
-  public TaskTemplateController(TaskTemplateService service) {
-    super(service);
-  }
-
-  @Override
-  protected Function<Item, TaskTemplate> saveItemMapper() {
-    return item -> {
-      var template = new TaskTemplate();
-      template.setId(item.id());
-      template.setName(item.name());
-      template.setDescription(item.description());
-      template.setChain(item.chain());
-      return template;
-    };
-  }
-
-  private Item convert(TaskTemplate template) {
-    return new Item(
-      template.getId(),
-      template.getName(),
-      template.getDescription(),
-      template.getChain()
-    );
-  }
-
-  @Override
-  protected Function<TaskTemplate, Item> listItemMapper() {
-    return this::convert;
-  }
-
-  @Override
-  protected Function<TaskTemplate, Item> detailItemMapper() {
-    return this::convert;
-  }
-
-  public record Item(
-    Long id,
-    String name,
-    String description,
-    String chain
-  ) {
-  }
-}

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/entity/StockDetailVo.java

@@ -0,0 +1,30 @@
+package com.lanyuanxiaoyao.leopard.server.entity;
+
+import com.lanyuanxiaoyao.leopard.core.entity.Stock;
+import java.time.LocalDate;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250917
+ */
+public record StockDetailVo(
+  Long id,
+  String code,
+  String name,
+  String fullname,
+  Stock.Market market,
+  String industry,
+  LocalDate listedDate
+) {
+  public static StockDetailVo of(Stock stock) {
+    return new StockDetailVo(
+      stock.getId(),
+      stock.getCode(),
+      stock.getName(),
+      stock.getFullname(),
+      stock.getMarket(),
+      stock.getIndustry(),
+      stock.getListedDate()
+    );
+  }
+}

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/entity/StockScoreVo.java

@@ -0,0 +1,42 @@
+package com.lanyuanxiaoyao.leopard.server.entity;
+
+import com.lanyuanxiaoyao.leopard.core.entity.Stock;
+import com.lanyuanxiaoyao.leopard.core.entity.StockScore;
+import java.time.LocalDate;
+import java.util.Map;
+import java.util.stream.Collectors;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250917
+ */
+public record StockScoreVo(
+  Long id,
+  String code,
+  String name,
+  String fullname,
+  Stock.Market market,
+  String industry,
+  LocalDate listedDate,
+  Double score,
+  String extra
+) {
+  public static StockScoreVo of(StockScore score) {
+    return new StockScoreVo(
+      score.getStock().getId(),
+      score.getStock().getCode(),
+      score.getStock().getName(),
+      score.getStock().getFullname(),
+      score.getStock().getMarket(),
+      score.getStock().getIndustry(),
+      score.getStock().getListedDate(),
+      score.getScore(),
+      score.getExtra()
+        .entrySet()
+        .stream()
+        .sorted(Map.Entry.comparingByKey())
+        .map(entry -> entry.getKey() + ": " + entry.getValue())
+        .collect(Collectors.joining("<br>"))
+    );
+  }
+}

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/service/DailyService.java

@@ -1,26 +0,0 @@
-package com.lanyuanxiaoyao.leopard.server.service;
-
-import com.lanyuanxiaoyao.leopard.core.entity.Daily;
-import com.lanyuanxiaoyao.leopard.core.repository.DailyRepository;
-import com.lanyuanxiaoyao.service.template.service.SimpleServiceSupport;
-import java.time.LocalDate;
-import java.util.List;
-import org.springframework.stereotype.Service;
-
-@Service
-public class DailyService extends SimpleServiceSupport<Daily> {
-  private final DailyRepository dailyRepository;
-
-  public DailyService(DailyRepository repository) {
-    super(repository);
-    this.dailyRepository = repository;
-  }
-
-  public List<LocalDate> findDistinctTradeDate() {
-    return dailyRepository.findDistinctTradeDate();
-  }
-
-  public List<LocalDate> findDistinctTradeDateByStockId(Long stockId) {
-    return dailyRepository.findDistinctTradeDateByStockId(stockId);
-  }
-}

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/service/QuartzService.java

@@ -2,8 +2,8 @@ package com.lanyuanxiaoyao.leopard.server.service;
 
 import cn.hutool.core.util.IdUtil;
 import cn.hutool.core.util.ObjectUtil;
-import com.lanyuanxiaoyao.leopard.server.service.task.TaskMonitorNodes;
-import com.yomahub.liteflow.core.FlowExecutor;
+import cn.hutool.core.util.StrUtil;
+import com.lanyuanxiaoyao.leopard.core.service.TaskService;
 import java.time.LocalDateTime;
 import java.time.ZoneId;
 import java.util.ArrayList;
@@ -36,10 +36,10 @@ public class QuartzService {
     var tasks = new ArrayList<QuartzTask>();
     for (var key : scheduler.getJobKeys(GroupMatcher.anyGroup())) {
       var detail = scheduler.getJobDetail(key);
-      var trigger = (CronTrigger) scheduler.getTriggersOfJob(key).get(0);
+      var trigger = (CronTrigger) scheduler.getTriggersOfJob(key).getFirst();
       tasks.add(new QuartzTask(
         detail.getKey().getName(),
-        detail.getJobDataMap().getLong("template_id"),
+        detail.getJobDataMap().getString("template_id"),
         trigger.getCronExpression(),
         scheduler.getTriggerState(trigger.getKey()),
         ObjectUtil.isNull(trigger.getPreviousFireTime()) ? null : LocalDateTime.ofInstant(trigger.getPreviousFireTime().toInstant(), ZoneId.systemDefault()),
@@ -49,7 +49,7 @@ public class QuartzService {
     return tasks;
   }
 
-  public void save(Long templateId, String cron) throws SchedulerException {
+  public void save(String templateId, String cron) throws SchedulerException {
     var detail = JobBuilder.newJob(TaskExecutionJob.class)
       .withIdentity("task_execution_" + IdUtil.fastUUID())
       .usingJobData("template_id", templateId)
@@ -81,30 +81,27 @@ public class QuartzService {
 
   @Slf4j
   public static class TaskExecutionJob extends QuartzJobBean {
-    private final TaskTemplateService taskTemplateService;
-    private final FlowExecutor flowExecutor;
+    private final TaskService taskService;
 
-    public TaskExecutionJob(TaskTemplateService taskTemplateService, FlowExecutor flowExecutor) {
-      this.taskTemplateService = taskTemplateService;
-      this.flowExecutor = flowExecutor;
+    public TaskExecutionJob(TaskService taskService) {
+      this.taskService = taskService;
     }
 
+    @SuppressWarnings("unchecked")
     @Override
     protected void executeInternal(JobExecutionContext context) {
       var dataMap = context.getMergedJobDataMap();
-      var templateId = dataMap.getLong("template_id");
-      if (ObjectUtil.isNotNull(templateId)) {
-        var template = taskTemplateService.detail(templateId);
+      var templateId = dataMap.getString("template_id");
+      if (StrUtil.isNotBlank(templateId)) {
         var params = (Map<String, Object>) dataMap.getOrDefault("params", Map.of());
-        var monitorContext = new TaskMonitorNodes.TaskMonitorContext(template);
-        flowExecutor.execute2Resp(template.getChain(), params, monitorContext);
+        taskService.execute(templateId, params, true);
       }
     }
   }
 
   public record QuartzTask(
     String key,
-    Long templateId,
+    String templateId,
     String cron,
     Trigger.TriggerState status,
     LocalDateTime previousFireTime,

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/service/StockService.java

@@ -1,27 +0,0 @@
-package com.lanyuanxiaoyao.leopard.server.service;
-
-import com.lanyuanxiaoyao.leopard.core.entity.Stock;
-import com.lanyuanxiaoyao.leopard.core.repository.StockRepository;
-import com.lanyuanxiaoyao.service.template.service.SimpleServiceSupport;
-import java.util.List;
-import lombok.extern.slf4j.Slf4j;
-import org.springframework.stereotype.Service;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250828
- */
-@Slf4j
-@Service
-public class StockService extends SimpleServiceSupport<Stock> {
-  private final StockRepository stockRepository;
-
-  public StockService(StockRepository repository) {
-    super(repository);
-    this.stockRepository = repository;
-  }
-
-  public List<String> findDistinctIndustries() {
-    return stockRepository.findDistinctIndustries();
-  }
-}

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/service/TaskService.java

@@ -1,50 +0,0 @@
-package com.lanyuanxiaoyao.leopard.server.service;
-
-import com.lanyuanxiaoyao.leopard.core.entity.Task;
-import com.lanyuanxiaoyao.leopard.core.repository.TaskRepository;
-import com.lanyuanxiaoyao.leopard.server.service.task.TaskMonitorNodes;
-import com.lanyuanxiaoyao.service.template.service.SimpleServiceSupport;
-import com.yomahub.liteflow.core.FlowExecutor;
-import jakarta.transaction.Transactional;
-import java.util.Map;
-import lombok.extern.slf4j.Slf4j;
-import org.springframework.boot.context.event.ApplicationReadyEvent;
-import org.springframework.context.event.EventListener;
-import org.springframework.stereotype.Service;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250829
- */
-@Slf4j
-@Service
-public class TaskService extends SimpleServiceSupport<Task> {
-  private final TaskRepository taskRepository;
-  private final TaskTemplateService taskTemplateService;
-  private final FlowExecutor flowExecutor;
-
-  public TaskService(TaskRepository repository, TaskTemplateService taskTemplateService, @SuppressWarnings("SpringJavaInjectionPointsAutowiringInspection") FlowExecutor flowExecutor) {
-    super(repository);
-    this.taskRepository = repository;
-    this.taskTemplateService = taskTemplateService;
-    this.flowExecutor = flowExecutor;
-  }
-
-  @Transactional(rollbackOn = Throwable.class)
-  @EventListener(ApplicationReadyEvent.class)
-  public void onApplicationReady() {
-    log.warn("更新所有未完成的任务状态为失败");
-    taskRepository.updateAllRunningTaskToFailure();
-  }
-
-  public void execute(Long templateId, Map<String, Object> params) {
-    var template = taskTemplateService.detail(templateId);
-    var context = new TaskMonitorNodes.TaskMonitorContext(template);
-    flowExecutor.execute2Future(template.getChain(), params, context);
-  }
-
-  @Transactional(rollbackOn = Throwable.class)
-  public void updateStepById(Integer step, Long id) {
-    taskRepository.updateStepById(step, id);
-  }
-}

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/service/TaskTemplateService.java

@@ -1,13 +0,0 @@
-package com.lanyuanxiaoyao.leopard.server.service;
-
-import com.lanyuanxiaoyao.leopard.core.entity.TaskTemplate;
-import com.lanyuanxiaoyao.leopard.core.repository.TaskTemplateRepository;
-import com.lanyuanxiaoyao.service.template.service.SimpleServiceSupport;
-import org.springframework.stereotype.Service;
-
-@Service
-public class TaskTemplateService extends SimpleServiceSupport<TaskTemplate> {
-  public TaskTemplateService(TaskTemplateRepository repository) {
-    super(repository);
-  }
-}

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/service/task/CheckDailyNode.java

@@ -1,87 +0,0 @@
-package com.lanyuanxiaoyao.leopard.server.service.task;
-
-import cn.hutool.core.thread.ThreadUtil;
-import cn.hutool.core.util.ObjectUtil;
-import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.leopard.core.entity.Stock;
-import com.lanyuanxiaoyao.leopard.server.service.DailyService;
-import com.lanyuanxiaoyao.leopard.server.service.StockService;
-import com.lanyuanxiaoyao.leopard.server.service.TaskService;
-import com.lanyuanxiaoyao.leopard.server.service.TuShareService;
-import com.yomahub.liteflow.annotation.LiteflowComponent;
-import java.time.LocalDate;
-import java.util.ArrayList;
-import java.util.List;
-import java.util.stream.Collectors;
-import lombok.extern.slf4j.Slf4j;
-
-@Slf4j
-@LiteflowComponent("check_daily")
-public class CheckDailyNode extends TaskNodeComponent {
-  private final StockService stockService;
-  private final DailyService dailyService;
-  private final TuShareService tuShareService;
-
-  public CheckDailyNode(TaskService taskService, StockService stockService, DailyService dailyService, TuShareService tuShareService) {
-    super(taskService);
-    this.stockService = stockService;
-    this.dailyService = dailyService;
-    this.tuShareService = tuShareService;
-  }
-
-  @Override
-  public void process() {
-    var reports = new ArrayList<MissedTradeReport>();
-    var stocks = stockService.list();
-    var exchanges = stocks.stream().map(Stock::getMarket).distinct().toList();
-    for (Stock.Market exchange : exchanges) {
-      var nowDate = LocalDate.now();
-      var allTradeDates = tuShareService.tradeDateList(exchange.name())
-        .data()
-        .items()
-        .stream()
-        .map(item -> LocalDate.parse(item.get(0), TuShareService.TRADE_FORMAT))
-        .filter(date -> date.isBefore(nowDate) || date.isEqual(nowDate))
-        .toList();
-      var total = stocks.size();
-      var progress = 0;
-      for (Stock stock : stocks) {
-        if (exchange.equals(stock.getMarket())) {
-          var existsTradeDates = dailyService.findDistinctTradeDateByStockId(stock.getId());
-          var missedTradeDates = allTradeDates.stream()
-            .filter(date -> date.isAfter(stock.getListedDate()) || date.isEqual(stock.getListedDate()))
-            .filter(date -> !existsTradeDates.contains(date))
-            .filter(date -> {
-              ThreadUtil.safeSleep(100);
-              var response = tuShareService.dailyList(date, stock.getCode());
-              return !response.data().items().isEmpty();
-            })
-            .toList();
-          if (ObjectUtil.isNotEmpty(missedTradeDates)) {
-            reports.add(new MissedTradeReport(
-              stock.getCode(),
-              stock.getName(),
-              missedTradeDates
-            ));
-          }
-        }
-        setStep(++progress * 100 / total);
-      }
-    }
-    if (ObjectUtil.isNotEmpty(reports)) {
-      var context = getContextBean(TaskMonitorNodes.TaskMonitorContext.class);
-      context.setTaskResult(
-        reports.stream()
-          .map(report -> StrUtil.format("{}（{}）缺少如下交易日数据：{}", report.name(), report.code(), report.missedTradeDates().stream().map(LocalDate::toString).collect(Collectors.joining(", "))))
-          .collect(Collectors.joining("\n"))
-      );
-    }
-  }
-
-  public record MissedTradeReport(
-    String code,
-    String name,
-    List<LocalDate> missedTradeDates
-  ) {
-  }
-}

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/service/task/TaskMonitorNodes.java

@@ -1,82 +0,0 @@
-package com.lanyuanxiaoyao.leopard.server.service.task;
-
-import cn.hutool.core.util.ObjectUtil;
-import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.leopard.core.entity.Task;
-import com.lanyuanxiaoyao.leopard.core.entity.TaskTemplate;
-import com.lanyuanxiaoyao.leopard.server.service.TaskService;
-import com.yomahub.liteflow.annotation.LiteflowComponent;
-import com.yomahub.liteflow.annotation.LiteflowFact;
-import com.yomahub.liteflow.annotation.LiteflowMethod;
-import com.yomahub.liteflow.core.NodeComponent;
-import com.yomahub.liteflow.enums.LiteFlowMethodEnum;
-import com.yomahub.liteflow.enums.NodeTypeEnum;
-import java.time.LocalDateTime;
-import lombok.Data;
-import lombok.extern.slf4j.Slf4j;
-
-@Slf4j
-@LiteflowComponent
-public class TaskMonitorNodes {
-  private final TaskService taskService;
-
-  public TaskMonitorNodes(TaskService taskService) {
-    this.taskService = taskService;
-  }
-
-  @LiteflowMethod(value = LiteFlowMethodEnum.PROCESS, nodeId = "task_start", nodeName = "任务开始", nodeType = NodeTypeEnum.COMMON)
-  public void taskStart(NodeComponent node) {
-    try {
-      var context = node.getContextBean(TaskMonitorContext.class);
-      var task = new Task();
-      task.setName(context.getTemplate().getName());
-      task.setDescription(context.getTemplate().getDescription());
-      task.setStatus(Task.Status.RUNNING);
-      task.setLaunchedTime(LocalDateTime.now());
-      var taskId = taskService.save(task);
-      context.setTaskId(taskId);
-    } catch (Exception exception) {
-      log.warn("Not in task", exception);
-    }
-  }
-
-  @LiteflowMethod(value = LiteFlowMethodEnum.PROCESS, nodeId = "task_end", nodeName = "任务结束", nodeType = NodeTypeEnum.COMMON)
-  public void taskEnd(NodeComponent node, @LiteflowFact("taskId") Long taskId) {
-    if (ObjectUtil.isNotNull(taskId)) {
-      var task = taskService.detail(taskId);
-      task.setStatus(Task.Status.SUCCESS);
-      task.setStep(100);
-      task.setFinishedTime(LocalDateTime.now());
-      var result = node.<String>getContextValue("taskResult");
-      if (StrUtil.isNotBlank(result)) {
-        task.setResult(result);
-      }
-      taskService.save(task);
-    }
-  }
-
-  @LiteflowMethod(value = LiteFlowMethodEnum.PROCESS, nodeId = "task_error", nodeName = "任务错误", nodeType = NodeTypeEnum.COMMON)
-  public void taskError(NodeComponent node, @LiteflowFact("taskId") Long taskId) {
-    if (ObjectUtil.isNotNull(taskId)) {
-      var task = taskService.detail(taskId);
-      task.setStatus(Task.Status.FAILURE);
-      task.setFinishedTime(LocalDateTime.now());
-      var exception = node.getSlot().getException();
-      if (ObjectUtil.isNotNull(exception)) {
-        task.setError(exception.getMessage());
-      }
-      taskService.save(task);
-    }
-  }
-
-  @Data
-  public static final class TaskMonitorContext {
-    private TaskTemplate template;
-    private Long taskId;
-    private String taskResult;
-
-    public TaskMonitorContext(TaskTemplate template) {
-      this.template = template;
-    }
-  }
-}

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/service/task/TaskNodeComponent.java

@@ -1,24 +0,0 @@
-package com.lanyuanxiaoyao.leopard.server.service.task;
-
-import com.lanyuanxiaoyao.leopard.server.service.TaskService;
-import com.yomahub.liteflow.core.NodeComponent;
-import com.yomahub.liteflow.exception.NoSuchContextBeanException;
-
-public abstract class TaskNodeComponent extends NodeComponent {
-  private final TaskService taskService;
-
-  protected TaskNodeComponent(TaskService taskService) {
-    this.taskService = taskService;
-  }
-
-  protected void setStep(int step) {
-    if (step < 0 || step > 100) {
-      throw new IllegalArgumentException("step must be between 0 and 100");
-    }
-    try {
-      var context = getContextBean(TaskMonitorNodes.TaskMonitorContext.class);
-      taskService.updateStepById(step, context.getTaskId());
-    } catch (NoSuchContextBeanException ignored) {
-    }
-  }
-}

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/service/task/UpdateDailyNode.java

@@ -1,99 +0,0 @@
-package com.lanyuanxiaoyao.leopard.server.service.task;
-
-import cn.hutool.core.util.ObjectUtil;
-import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.leopard.core.entity.Daily;
-import com.lanyuanxiaoyao.leopard.core.entity.Stock;
-import com.lanyuanxiaoyao.leopard.server.service.DailyService;
-import com.lanyuanxiaoyao.leopard.server.service.StockService;
-import com.lanyuanxiaoyao.leopard.server.service.TuShareService;
-import com.yomahub.liteflow.annotation.LiteflowComponent;
-import com.yomahub.liteflow.core.NodeComponent;
-import java.time.LocalDate;
-import java.util.HashMap;
-import java.util.HashSet;
-import java.util.List;
-import java.util.stream.Collectors;
-import lombok.extern.slf4j.Slf4j;
-import org.springframework.transaction.support.TransactionTemplate;
-
-@Slf4j
-@LiteflowComponent("update_daily")
-public class UpdateDailyNode extends NodeComponent {
-  private final StockService stockService;
-  private final DailyService dailyService;
-  private final TuShareService tuShareService;
-  private final TransactionTemplate transactionTemplate;
-
-  public UpdateDailyNode(StockService stockService, DailyService dailyService, TuShareService tuShareService, TransactionTemplate transactionTemplate) {
-    this.stockService = stockService;
-    this.dailyService = dailyService;
-    this.tuShareService = tuShareService;
-    this.transactionTemplate = transactionTemplate;
-  }
-
-  // @Transactional(rollbackOn = Throwable.class)
-  @Override
-  public void process() {
-    var tradeDates = new HashSet<LocalDate>();
-    for (String exchange : List.of("SSE", "SZSE", "BSE")) {
-      var response = tuShareService.tradeDateList(exchange);
-      for (List<String> item : response.data().items()) {
-        if (ObjectUtil.isNotEmpty(item) && StrUtil.isNotBlank(item.get(0))) {
-          tradeDates.add(LocalDate.parse(item.get(0), TuShareService.TRADE_FORMAT));
-        }
-      }
-    }
-    var existsTradeDates = dailyService.findDistinctTradeDate();
-    var nowDate = LocalDate.now();
-    var stocks = stockService.list();
-    var stocksMap = stocks.stream().collect(Collectors.toMap(Stock::getCode, stock -> stock));
-    tradeDates.stream()
-      .filter(date -> date.isBefore(nowDate) || date.isEqual(nowDate))
-      .filter(date -> !existsTradeDates.contains(date))
-      .sorted()
-      .parallel()
-      .forEach(tradeDate -> {
-        var factorResponse = tuShareService.factorList(tradeDate);
-        var factorMap = new HashMap<String, Double>();
-        for (List<String> item : factorResponse.data().items()) {
-          factorMap.put(item.get(0), Double.valueOf(item.get(2)));
-        }
-
-        var response = tuShareService.dailyList(tradeDate);
-        transactionTemplate.execute(status -> {
-          try {
-            var count = 0;
-            for (List<String> item : response.data().items()) {
-              var code = item.get(0);
-              if (stocksMap.containsKey(code)) {
-                count++;
-                var stock = stocksMap.get(code);
-                var factor = factorMap.get(code);
-                var daily = new Daily();
-                daily.setTradeDate(LocalDate.parse(item.get(1), TuShareService.TRADE_FORMAT));
-                daily.setOpen(item.get(2) == null ? null : Double.parseDouble(item.get(2)));
-                daily.setHigh(item.get(3) == null ? null : Double.parseDouble(item.get(3)));
-                daily.setLow(item.get(4) == null ? null : Double.parseDouble(item.get(4)));
-                daily.setClose(item.get(5) == null ? null : Double.parseDouble(item.get(5)));
-                daily.setPreviousClose(item.get(6) == null ? null : Double.parseDouble(item.get(6)));
-                daily.setPriceChangeAmount(item.get(7) == null ? null : Double.parseDouble(item.get(7)));
-                daily.setPriceFluctuationRange(item.get(8) == null ? null : Double.parseDouble(item.get(8)));
-                daily.setVolume(item.get(9) == null ? null : Double.parseDouble(item.get(9)));
-                daily.setTurnover(item.get(10) == null ? null : Double.parseDouble(item.get(10)) * 1000);
-                daily.setFactor(factor);
-                daily.setStock(stock);
-                dailyService.save(daily);
-              }
-            }
-            log.info("Trade date: {} {}", tradeDate, count);
-            return true;
-          } catch (Exception exception) {
-            log.error("Error", exception);
-            status.setRollbackOnly();
-            return false;
-          }
-        });
-      });
-  }
-}

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/service/task/UpdateStockNode.java

@@ -1,67 +0,0 @@
-package com.lanyuanxiaoyao.leopard.server.service.task;
-
-import cn.hutool.core.util.EnumUtil;
-import com.lanyuanxiaoyao.leopard.core.entity.Stock;
-import com.lanyuanxiaoyao.leopard.server.service.StockService;
-import com.lanyuanxiaoyao.leopard.server.service.TuShareService;
-import com.yomahub.liteflow.annotation.LiteflowComponent;
-import com.yomahub.liteflow.core.NodeComponent;
-import jakarta.transaction.Transactional;
-import java.time.LocalDate;
-import java.util.HashSet;
-import java.util.stream.Collectors;
-
-@LiteflowComponent("update_stock")
-public class UpdateStockNode extends NodeComponent {
-  private final StockService stockService;
-  private final TuShareService tuShareService;
-
-  public UpdateStockNode(StockService stockService, TuShareService tuShareService) {
-    this.stockService = stockService;
-    this.tuShareService = tuShareService;
-  }
-
-  @Transactional(rollbackOn = Throwable.class)
-  @Override
-  public void process() {
-    var stocks = stockService.list();
-    var stocksMap = stocks.stream().collect(Collectors.toMap(Stock::getCode, stock -> stock));
-    var targetCodes = new HashSet<String>();
-    tuShareService.stockList()
-      .data()
-      .items()
-      .forEach(item -> {
-        var code = item.get(0);
-        var name = item.get(1);
-        var fullname = item.get(2);
-        var market = EnumUtil.fromString(Stock.Market.class, item.get(3));
-        var industry = item.get(4);
-        var listedDate = LocalDate.parse(item.get(5), TuShareService.TRADE_FORMAT);
-        if (stocksMap.containsKey(code)) {
-          var stock = stocksMap.get(code);
-          stock.setName(name);
-          stock.setFullname(fullname);
-          stock.setMarket(market);
-          stock.setIndustry(industry);
-          stock.setListedDate(listedDate);
-        } else {
-          var stock = new Stock();
-          stock.setCode(code);
-          stock.setName(name);
-          stock.setFullname(fullname);
-          stock.setMarket(market);
-          stock.setIndustry(industry);
-          stock.setListedDate(listedDate);
-          stocks.add(stock);
-        }
-        targetCodes.add(code);
-      });
-    var deleteStocks = stocks.stream()
-      .filter(stock -> !targetCodes.contains(stock.getCode()))
-      .map(Stock::getId)
-      .toList();
-    stockService.remove(deleteStocks);
-
-    stockService.save(stocks);
-  }
-}

leopard-server/src/main/resources/application-dev.yml

@@ -0,0 +1,3 @@
+spring:
+  datasource:
+    url: jdbc:postgresql://127.0.0.1:6785/leopard_dev

leopard-server/src/main/resources/application-h2.yml

@@ -0,0 +1,14 @@
+spring:
+  datasource:
+    url: jdbc:h2:file:./leopard;DB_CLOSE_ON_EXIT=TRUE
+    username: leopard
+    password: leopard
+    driver-class-name: org.h2.Driver
+  quartz:
+    jdbc:
+      platform: h2
+    properties:
+      org:
+        quartz:
+          jobStore:
+            driverDelegateClass: org.quartz.impl.jdbcjobstore.StdJDBCDelegate

leopard-server/src/main/resources/application.yml

@@ -9,12 +9,9 @@ spring:
     async:
       request-timeout: 3600000
   datasource:
-    # url: jdbc:mysql://mysql.lanyuanxiaoyao.com:43780/leopard?useSSL=false
-    # url: jdbc:mysql://192.168.31.127:3780/leopard?useSSL=false
-    url: jdbc:postgresql://81.71.3.24:6785/leopard
+    url: jdbc:postgresql://81.71.3.24:6785/leopard_dev
     username: leopard
     password: '9NEzFzovnddf@PyEP?e*AYAWnCyd7UhYwQK$pJf>7?ccFiN^x4$eKEZ5~E<7<+~X'
-    # driver-class-name: com.mysql.cj.jdbc.Driver
     driver-class-name: org.postgresql.Driver
   jpa:
     generate-ddl: true
@@ -25,9 +22,8 @@ spring:
     startup-delay: 30s
     job-store-type: jdbc
     jdbc:
-      # platform: mysql
       platform: postgres
-      # initialize-schema: always
+      initialize-schema: always
     properties:
       org:
         quartz:
@@ -35,7 +31,3 @@ spring:
             driverDelegateClass: org.quartz.impl.jdbcjobstore.PostgreSQLDelegate
 fenix:
   print-banner: false
-liteflow:
-  print-banner: false
-  rule-source: flow.xml
-  check-node-exists: false

leopard-server/src/main/resources/flow.xml

@@ -1,13 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<!DOCTYPE flow PUBLIC  "liteflow" "https://liteflow.cc/liteflow.dtd">
-<flow>
-  <chain id="update_stock_information">
-    CATCH(THEN(task_start, update_stock, task_end)).DO(task_error)
-  </chain>
-  <chain id="update_daily_information">
-    CATCH(THEN(task_start, update_daily, task_end)).DO(task_error)
-  </chain>
-  <chain id="check_daily">
-    CATCH(THEN(task_start, check_daily, task_end)).DO(task_error)
-  </chain>
-</flow>

leopard-server/src/main/resources/logback-spring.xml

@@ -20,6 +20,7 @@
     <rollingPolicy class="ch.qos.logback.core.rolling.TimeBasedRollingPolicy">
       <fileNamePattern>${LOGGING_PARENT:-.}/archive/${APP_NAME:-run}-%d{yyyy-MM-dd}.gz</fileNamePattern>
       <MaxHistory>7</MaxHistory>
+      <totalSizeCap>5GB</totalSizeCap>
     </rollingPolicy>
     <encoder>
       <pattern>%d{yyyy-MM-dd HH:mm:ss.SSS} %p [${HOSTNAME}] [%t] %logger: %m%n%wEx</pattern>
@@ -27,7 +28,7 @@
   </appender>
 
   <logger name="com.zaxxer.hikari" level="ERROR"/>
-  <!--<logger name="org.hibernate.SQL" level="DEBUG"/>-->
+  <logger name="org.hibernate.SQL" level="DEBUG"/>
 
   <root level="INFO">
     <appender-ref ref="Console"/>

leopard-server/src/test/java/com/lanyuanxiaoyao/leopard/server/MdTest.java

@@ -0,0 +1,26 @@
+package com.lanyuanxiaoyao.leopard.server;
+
+import com.lanyuanxiaoyao.leopard.server.helper.MdHelper;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250917
+ */
+public class MdTest {
+  public static void main(String[] args) {
+    System.out.println(
+      MdHelper.of()
+        .bigTitle("Markdown Helper")
+        .title("Markdown Helper")
+        .subTitle("Markdown Helper")
+        .code("java")
+        .text("System.out.println()")
+        .endCode()
+        .divider()
+        .table()
+        .data(new Object[]{"name", "value"}, new Object[][]{new Object[]{"1", "2"}, new Object[]{"3", "4"}})
+        .endTable()
+        .build()
+    );
+  }
+}

leopard-server/src/test/resources/tushare.http

@@ -29,24 +29,39 @@ POST {{api_url}}
 Content-Type: application/json
 
 {
-  "api_name": "income",
+  "api_name": "income_vip",
   "token": "{{api_key}}",
   "params": {
-    "ts_code": "600000.SH"
+    "period": "20241231"
   },
   "fields": [
-    "ts_code",
-    "ann_date",
-    "fiscal_year",
-    "report_type",
-    "net_profit",
+    "basic_eps",
+    "diluted_eps",
     "total_revenue",
-    "total_cost",
-    "gross_profit",
-    "operating_profit",
-    "net_profit_before_tax",
-    "net_profit_to_parent",
-    "total_revenue_to_parent"
+    "revenue",
+    "total_cogs",
+    "oper_cost",
+    "sell_exp",
+    "admin_exp",
+    "fin_exp",
+    "oper_exp",
+    "operate_profit",
+    "non_oper_income",
+    "non_oper_exp",
+    "total_profit",
+    "income_tax",
+    "n_income",
+    "n_income_attr_p",
+    "compr_inc_attr_p",
+    "compr_inc_attr_m_s",
+    "ebit",
+    "ebida",
+    "undist_profit",
+    "distable_profit",
+    "rd_exp",
+    "fin_exp_int_exp",
+    "continued_net_profit",
+    "end_net_profit"
   ]
 }
 
@@ -94,7 +109,8 @@ Content-Type: application/json
   "api_name": "adj_factor",
   "token": "{{api_key}}",
   "params": {
-    "trade_date": "20241231"
+    "ts_code": "600018.SH",
+    "trade_date": "20060331"
   },
   "fields": [
     "ts_code",
@@ -111,16 +127,18 @@ Content-Type: application/json
   "api_name": "stk_factor_pro",
   "token": "{{api_key}}",
   "params": {
-    "ts_code": "000001.SZ",
-    "trade_date": "20250225"
+    "ts_code": "600018.SH",
+    "trade_date": "20060331"
   },
   "fields": [
     "ts_code",
     "trade_date",
+    "open",
+    "open_qfq",
+    "open_hfq",
     "close",
     "close_qfq",
-    "close_hfq",
-    "ema_hfq_5"
+    "close_hfq"
   ]
 }
 
@@ -129,17 +147,15 @@ POST {{api_url}}
 Content-Type: application/json
 
 {
-  "api_name": "income",
+  "api_name": "income_vip",
   "token": "{{api_key}}",
   "params": {
-    "ts_code": "000001.SZ",
-    "period": "20241231"
+    "ts_code": "000799.SZ",
+    "period": "20191231"
   },
   "fields": [
-    "ts_code",
-    "ann_date",
-    "total_revenue",
-    "int_income"
+    "revenue",
+    "total_revenue"
   ]
 }
 
@@ -148,15 +164,27 @@ POST {{api_url}}
 Content-Type: application/json
 
 {
-  "api_name": "cashflow",
+  "api_name": "cashflow_vip",
   "token": "{{api_key}}",
   "params": {
     "ts_code": "000002.SZ",
     "period": "20231231"
   },
   "fields": [
-    "ann_date",
-    "n_cashflow_act"
+    "ts_code",
+    "net_profit",
+    "finan_exp",
+    "c_fr_sale_sg",
+    "c_inf_fr_operate_a",
+    "c_paid_to_for_empl",
+    "c_paid_for_taxes",
+    "n_cashflow_act",
+    "stot_inflows_inv_act",
+    "c_pay_acq_const_fiolta",
+    "stot_out_inv_act",
+    "stot_cashout_fnc_act",
+    "c_cash_equ_beg_period",
+    "c_cash_equ_end_period"
   ]
 }
 
@@ -165,16 +193,15 @@ POST {{api_url}}
 Content-Type: application/json
 
 {
-  "api_name": "balancesheet",
+  "api_name": "balancesheet_vip",
   "token": "{{api_key}}",
   "params": {
-    "ts_code": "000002.SZ",
-    "period": "20231231"
+    "ts_code": "000799.SZ",
+    "period": "20191231"
   },
   "fields": [
-    "ann_date",
-    "total_cur_liab",
-    "oth_cur_liab"
+    "total_liab_hldr_eqy",
+    "total_assets"
   ]
 }
 
@@ -186,13 +213,16 @@ Content-Type: application/json
   "api_name": "fina_indicator",
   "token": "{{api_key}}",
   "params": {
-    "ts_code": "000002.SZ",
+    "ts_code": "001400.SZ",
     "period": "20231231"
   },
   "fields": [
-    "ann_date",
-    "ocf_to_shortdebt",
-    "currentdebt_to_debt"
+    "ts_code",
+    "current_ratio",
+    "quick_ratio",
+    "invturn_days",
+    "arturn_days",
+    "ar_turn"
   ]
 }
 
@@ -212,3 +242,25 @@ Content-Type: application/json
     "resume_date"
   ]
 }
+
+### Get Index
+POST {{api_url}}
+Content-Type: application/json
+
+{
+  "api_name": "index_basic",
+  "token": "{{api_key}}",
+  "params": {
+    "market": "CSI"
+  },
+  "fields": [
+    "ts_code",
+    "name",
+    "fullname",
+    "market",
+    "publisher",
+    "index_type",
+    "category",
+    "desc"
+  ]
+}

leopard-strategy/pom.xml

@@ -21,14 +21,27 @@
       <artifactId>spring-boot-starter</artifactId>
     </dependency>
     <dependency>
-      <groupId>io.github.ralfkonrad.quantlib_for_maven</groupId>
-      <artifactId>quantlib</artifactId>
-      <version>1.39.0</version>
+      <groupId>com.yomahub</groupId>
+      <artifactId>liteflow-spring-boot-starter</artifactId>
     </dependency>
     <dependency>
-      <groupId>org.ta4j</groupId>
-      <artifactId>ta4j-core</artifactId>
-      <version>0.17</version>
+      <groupId>org.commonmark</groupId>
+      <artifactId>commonmark</artifactId>
+      <version>0.26.0</version>
+    </dependency>
+    <dependency>
+      <groupId>org.commonmark</groupId>
+      <artifactId>commonmark-ext-gfm-tables</artifactId>
+      <version>0.26.0</version>
+    </dependency>
+    <dependency>
+      <groupId>org.thymeleaf</groupId>
+      <artifactId>thymeleaf</artifactId>
+    </dependency>
+
+    <dependency>
+      <groupId>cn.hutool</groupId>
+      <artifactId>hutool-extra</artifactId>
     </dependency>
 
     <dependency>
@@ -41,6 +54,11 @@
       <artifactId>postgresql</artifactId>
       <scope>runtime</scope>
     </dependency>
+    <dependency>
+      <groupId>com.h2database</groupId>
+      <artifactId>h2</artifactId>
+      <scope>runtime</scope>
+    </dependency>
   </dependencies>
 
   <build>

leopard-strategy/src/main/java/com/lanyuanxiaoyao/leopard/strategy/StrategyApplication.java

@@ -1,69 +1,292 @@
 package com.lanyuanxiaoyao.leopard.strategy;
 
+import cn.hutool.core.lang.Dict;
+import cn.hutool.core.util.StrUtil;
+import cn.hutool.extra.template.TemplateConfig;
+import cn.hutool.extra.template.TemplateEngine;
+import cn.hutool.extra.template.TemplateUtil;
 import com.lanyuanxiaoyao.leopard.core.entity.Daily;
-import com.lanyuanxiaoyao.leopard.core.entity.Daily_;
 import com.lanyuanxiaoyao.leopard.core.entity.QDaily;
+import com.lanyuanxiaoyao.leopard.core.entity.QStock;
+import com.lanyuanxiaoyao.leopard.core.entity.dto.Monthly;
+import com.lanyuanxiaoyao.leopard.core.entity.dto.Weekly;
+import com.lanyuanxiaoyao.leopard.core.entity.dto.YearAndMonth;
+import com.lanyuanxiaoyao.leopard.core.entity.dto.YearAndWeek;
+import com.lanyuanxiaoyao.leopard.core.helper.TaHelper;
 import com.lanyuanxiaoyao.leopard.core.repository.DailyRepository;
+import com.lanyuanxiaoyao.leopard.core.repository.StockCollectionRepository;
 import com.lanyuanxiaoyao.leopard.core.repository.StockRepository;
+import com.lanyuanxiaoyao.leopard.core.strategy.TradeEngine;
 import jakarta.annotation.Resource;
-import jakarta.transaction.Transactional;
-import java.time.Duration;
-import java.time.ZoneId;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.time.LocalDate;
+import java.time.temporal.WeekFields;
+import java.util.ArrayList;
+import java.util.Comparator;
+import java.util.HashMap;
+import java.util.List;
+import java.util.stream.Collectors;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.boot.SpringApplication;
 import org.springframework.boot.autoconfigure.SpringBootApplication;
 import org.springframework.boot.context.event.ApplicationReadyEvent;
 import org.springframework.context.event.EventListener;
-import org.springframework.data.domain.Sort;
 import org.springframework.data.jpa.repository.config.EnableJpaAuditing;
-import org.ta4j.core.BaseBar;
-import org.ta4j.core.BaseBarSeriesBuilder;
-import org.ta4j.core.indicators.EMAIndicator;
-import org.ta4j.core.indicators.helpers.ClosePriceIndicator;
-import org.ta4j.core.num.DoubleNum;
+import org.springframework.transaction.annotation.Transactional;
+
+import static com.lanyuanxiaoyao.leopard.core.helper.TaHelper.maxFromDaily;
+import static com.lanyuanxiaoyao.leopard.core.helper.TaHelper.minFromDaily;
+import static com.lanyuanxiaoyao.leopard.core.helper.TaHelper.sumFromDaily;
 
 @Slf4j
 @SpringBootApplication(scanBasePackages = "com.lanyuanxiaoyao.leopard")
 @EnableJpaAuditing
 public class StrategyApplication {
+  private static final TemplateEngine engine = TemplateUtil.createEngine(new TemplateConfig("templates", TemplateConfig.ResourceMode.CLASSPATH));
+
+  @Resource
+  private TradeEngine tradeEngine;
   @Resource
   private StockRepository stockRepository;
   @Resource
   private DailyRepository dailyRepository;
+  @Resource
+  private StockCollectionRepository stockCollectionRepository;
 
   public static void main(String[] args) {
     SpringApplication.run(StrategyApplication.class, args);
   }
 
-  @Transactional(rollbackOn = Throwable.class)
+  @Transactional(readOnly = true)
   @EventListener(ApplicationReadyEvent.class)
-  public void test() {
-    var dailies = dailyRepository.findAll(QDaily.daily.stock.code.eq("000001.SZ"), Sort.by(Daily_.TRADE_DATE));
-    var series = new BaseBarSeriesBuilder()
-      .withNumTypeOf(DoubleNum.class)
-      .build();
-    log.info("{}", dailies.size());
-    for (Daily daily : dailies) {
-      series.addBar(new BaseBar(
-        Duration.ofDays(1),
-        daily.getTradeDate().plusDays(1).atStartOfDay(ZoneId.systemDefault()),
-        DoubleNum.valueOf(daily.getOpen() * daily.getFactor()),
-        DoubleNum.valueOf(daily.getHigh() * daily.getFactor()),
-        DoubleNum.valueOf(daily.getLow() * daily.getFactor()),
-        DoubleNum.valueOf(daily.getClose() * daily.getFactor()),
-        DoubleNum.valueOf(daily.getVolume()),
-        DoubleNum.valueOf(daily.getPriceChangeAmount()),
-        daily.getTurnover().longValue()
-      ));
-    }
-    var ema = new EMAIndicator(new ClosePriceIndicator(series), 5);
-    var emaValues = ema.stream().toList();
-    log.info("{}", emaValues.size());
+  public void backtest() throws IOException {
+    var startDate = LocalDate.of(2024, 12, 1);
+    var endDate = LocalDate.of(2024, 12, 31);
+    var charts = new ArrayList<Dict>();
+    List.of("000048.SZ", "000333.SZ", "000568.SZ", "000596.SZ", "000651.SZ", "000848.SZ", "000858.SZ", "000933.SZ", "002027.SZ", "002032.SZ", "002142.SZ", "002192.SZ", "002415.SZ", "002432.SZ", "002475.SZ", "002517.SZ", "002555.SZ", "002648.SZ", "002756.SZ", "002847.SZ", "600036.SH", "600096.SH"/*, "600132.SH", "600188.SH", "600309.SH", "600426.SH", "600436.SH", "600519.SH", "600546.SH", "600563.SH", "600702.SH", "600779.SH", "600803.SH", "600809.SH", "600961.SH", "601001.SH", "601100.SH", "601138.SH", "601225.SH", "601899.SH", "601919.SH", "603195.SH", "603198.SH", "603288.SH", "603369.SH", "603444.SH", "603565.SH", "603568.SH", "603605.SH", "603688.SH"*/)
+      .parallelStream()
+      .forEach(code -> {
+        var stock = stockRepository.findOne(QStock.stock.code.eq(code)).orElseThrow();
+        var asset = tradeEngine.backtest(
+          stockRepository.findById(stock.getId()).orElseThrow(),
+          (now, currentAsset, dailies) -> {
+            var stockDailies = dailies
+              .stream()
+              .sorted(Comparator.comparing(Daily::getTradeDate))
+              .toList();
+            var yesterday = stockDailies.getLast();
+            if (yesterday.getHfqClose() > yesterday.getHfqOpen()) {
+              return 100;
+            } else if (yesterday.getHfqClose() < yesterday.getHfqOpen()) {
+              var hold = currentAsset.getVolume();
+              if (hold > 0) {
+                return -1 * hold;
+              }
+            }
+            return 0;
+          },
+          startDate,
+          endDate
+        );
+        var sources = dailyRepository.findAll(
+          QDaily.daily.stock.code.eq(code)
+            .and(QDaily.daily.tradeDate.after(startDate.minusDays(150)))
+            .and(QDaily.daily.tradeDate.before(endDate)),
+          QDaily.daily.tradeDate.asc()
+        );
 
-    for (int index = 0; index < dailies.size(); index++) {
-      var daily = dailies.get(index);
-      var emaValue = emaValues.get(index);
-      log.info("{} {} {} {} {}", daily.getTradeDate().toString(), daily.getClose(), daily.getFactor(), daily.getClose() * daily.getFactor(), emaValue.doubleValue());
-    }
+        var dailies = sources.stream()
+          .filter(daily -> daily.getTradeDate().isAfter(startDate) && daily.getTradeDate().isBefore(endDate))
+          .sorted(Comparator.comparing(Daily::getTradeDate))
+          .toList();
+        var oclhList = new HashMap<>();
+        var dailyCloseMapping = new HashMap<String, Double>();
+        for (var daily : dailies) {
+          oclhList.put(
+            daily.getTradeDate().toString(),
+            List.of(daily.getHfqOpen(), daily.getHfqClose(), daily.getHfqLow(), daily.getHfqHigh())
+          );
+          dailyCloseMapping.put(daily.getTradeDate().toString(), daily.getHfqClose());
+        }
+        charts.add(
+          Dict.create()
+            .set("title", code)
+            .set("type", "candle")
+            .set(
+              "data",
+              Dict.create()
+                .set(
+                  "日线",
+                  Dict.create()
+                    .set("type", "candle")
+                    .set("oclh", oclhList)
+                    .set(
+                      "points",
+                      asset.getTrades()
+                        .stream()
+                        .filter(trade -> trade.volume() != 0)
+                        .map(trade -> Dict.create()
+                          .set("value", trade.volume())
+                          .set("itemStyle", Dict.create()
+                            .set("color", trade.volume() > 0 ? "#e5b8b5" : "#b5e2e5")
+                          )
+                          .set("coord", List.of(trade.date().toString(), dailyCloseMapping.getOrDefault(trade.date().toString(), 0.0)))
+                        )
+                        .toList()
+                    )
+                )
+                .set(
+                  "资金",
+                  Dict.create()
+                    .set("type", "line")
+                )
+            )
+        );
+        /*log.info("Final Cash: {}", asset.getCash());
+        for (var history : asset.getHistories()) {
+          log.info("Date: {} Cash: {} Trade: {}", history.date(), history.cash(), history.trades().values());
+        }*/
+      });
+    var template = engine.getTemplate("backtest_report.html");
+    Files.writeString(Path.of("backtest_report.html"), template.render(
+      Dict.create().set("charts", charts)
+    ));
+  }
+
+  @Transactional(readOnly = true)
+  @EventListener(ApplicationReadyEvent.class)
+  public void test() throws IOException {
+    var dailyRange = 150;
+    var weekRange = 24;
+    var monthRange = 12;
+    var charts = Dict.create();
+    List.of("000048.SZ", "000333.SZ", "000568.SZ", "000596.SZ", "000651.SZ", "000848.SZ"/*, "000858.SZ", "000933.SZ", "002027.SZ", "002032.SZ", "002142.SZ", "002192.SZ", "002415.SZ", "002432.SZ", "002475.SZ", "002517.SZ", "002555.SZ", "002648.SZ", "002756.SZ", "002847.SZ", "600036.SH", "600096.SH", "600132.SH", "600188.SH", "600309.SH", "600426.SH", "600436.SH", "600519.SH", "600546.SH", "600563.SH", "600702.SH", "600779.SH", "600803.SH", "600809.SH", "600961.SH", "601001.SH", "601100.SH", "601138.SH", "601225.SH", "601899.SH", "601919.SH", "603195.SH", "603198.SH", "603288.SH", "603369.SH", "603444.SH", "603565.SH", "603568.SH", "603605.SH", "603688.SH"*/)
+      .parallelStream()
+      .forEach(code -> {
+        var sources = dailyRepository.findAll(
+          QDaily.daily.stock.code.eq(code)
+            .and(QDaily.daily.tradeDate.after(LocalDate.now().minusMonths(12))),
+          QDaily.daily.tradeDate.asc()
+        );
+
+        var dailies = sources.stream()
+          .filter(daily -> daily.getTradeDate().isAfter(LocalDate.now().minusDays(dailyRange)))
+          .sorted(Comparator.comparing(Daily::getTradeDate))
+          .toList();
+        var dailyXList = new ArrayList<String>();
+        var dailyYList = new ArrayList<List<Double>>();
+        for (var daily : dailies) {
+          dailyXList.add(daily.getTradeDate().toString());
+          dailyYList.add(List.of(daily.getHfqOpen(), daily.getHfqClose(), daily.getHfqLow(), daily.getHfqHigh()));
+        }
+
+        // 30日均线和均线斜率
+        var sma30 = TaHelper.sma(sources, 30, Daily::getHfqClose).subList(sources.size() - dailyRange, sources.size());
+        /*var slopes = new ArrayList<Double>();
+        slopes.add(0.0);
+        for (int i = 1; i < sma30.size(); i++) {
+          slopes.add(((sma30.get(i) - sma30.get(i - 1)) * 1000.0) / sma30.get(i - 1));
+        }*/
+        var sma60 = TaHelper.sma(sources, 60, Daily::getHfqClose).subList(sources.size() - dailyRange, sources.size());
+
+        charts.set(
+          StrUtil.format("日线 {}", code),
+          Dict.create()
+            .set("xList", dailyXList)
+            .set("yList", dailyYList)
+            .set("sma30", sma30)
+            .set("sma60", sma60)
+          // .set("sma30Slopes", slopes)
+        );
+
+        var weeklies = sources.stream()
+          .filter(daily -> daily.getTradeDate().isAfter(LocalDate.now().minusWeeks(weekRange)))
+          .collect(Collectors.groupingBy(daily -> new YearAndWeek(daily.getTradeDate().getYear(), daily.getTradeDate().get(WeekFields.ISO.weekOfYear()))))
+          .entrySet()
+          .stream()
+          .map(entry -> {
+            var yearAndWeek = entry.getKey();
+            var subDailies = entry.getValue();
+            var open = subDailies.getFirst().getHfqOpen();
+            var close = subDailies.getLast().getHfqClose();
+            return new Weekly(
+              LocalDate.of(yearAndWeek.year(), 1, 1).with(WeekFields.ISO.weekOfYear(), yearAndWeek.week()),
+              yearAndWeek.year(),
+              yearAndWeek.week(),
+              open,
+              maxFromDaily(subDailies, Daily::getHfqHigh),
+              minFromDaily(subDailies, Daily::getHfqLow),
+              close,
+              close - open,
+              (close - open) / open * 100,
+              sumFromDaily(subDailies, Daily::getVolume),
+              sumFromDaily(subDailies, Daily::getTurnover)
+            );
+          })
+          .sorted(Comparator.comparingInt(weekly -> weekly.year() * 100 + weekly.week()))
+          .toList();
+
+        var weekXList = new ArrayList<String>();
+        var weekYList = new ArrayList<List<Double>>();
+        for (var weekly : weeklies) {
+          weekXList.add(weekly.tradeDate().toString());
+          weekYList.add(List.of(weekly.open(), weekly.close(), weekly.low(), weekly.high()));
+        }
+
+        charts.set(
+          StrUtil.format("周线 {}", code),
+          Dict.create()
+            .set("xList", weekXList)
+            .set("yList", weekYList)
+        );
+
+        var monthlies = sources.stream()
+          .filter(daily -> daily.getTradeDate().isAfter(LocalDate.now().minusMonths(monthRange)))
+          .collect(Collectors.groupingBy(daily -> new YearAndMonth(daily.getTradeDate().getYear(), daily.getTradeDate().getMonthValue())))
+          .entrySet()
+          .stream()
+          .map(entry -> {
+            var yearAndMonth = entry.getKey();
+            var subDailies = entry.getValue();
+            var open = subDailies.getFirst().getHfqOpen();
+            var close = subDailies.getLast().getHfqClose();
+            return new Monthly(
+              LocalDate.of(yearAndMonth.year(), yearAndMonth.month(), 1),
+              yearAndMonth.year(),
+              yearAndMonth.month(),
+              open,
+              maxFromDaily(subDailies, Daily::getHfqHigh),
+              minFromDaily(subDailies, Daily::getHfqLow),
+              close,
+              close - open,
+              (close - open) / open * 100,
+              sumFromDaily(subDailies, Daily::getVolume),
+              sumFromDaily(subDailies, Daily::getTurnover)
+            );
+          })
+          .sorted(Comparator.comparingInt(monthly -> monthly.year() * 100 + monthly.month()))
+          .toList();
+
+        var monthXList = new ArrayList<String>();
+        var monthYList = new ArrayList<List<Double>>();
+        for (var month : monthlies) {
+          monthXList.add(month.tradeDate().toString());
+          monthYList.add(List.of(month.open(), month.close(), month.low(), month.high()));
+        }
+
+        charts.set(
+          StrUtil.format("月线 {}", code),
+          Dict.create()
+            .set("xList", monthXList)
+            .set("yList", monthYList)
+        );
+      });
+
+    var template = engine.getTemplate("report.html");
+    Files.writeString(Path.of("report.html"), template.render(
+      Dict.create().set("charts", charts)
+    ));
   }
 }

leopard-strategy/src/main/resources/application.yml

@@ -2,9 +2,16 @@ spring:
   application:
     name: leopard-strategy
   datasource:
-    url: jdbc:postgresql://192.168.31.127:6785/leopard
+    url: jdbc:postgresql://81.71.3.24:6785/leopard
     username: leopard
     password: '9NEzFzovnddf@PyEP?e*AYAWnCyd7UhYwQK$pJf>7?ccFiN^x4$eKEZ5~E<7<+~X'
     driver-class-name: org.postgresql.Driver
+  jpa:
+    generate-ddl: false
+  main:
+    banner-mode: off
 fenix:
   print-banner: false
+liteflow:
+  print-banner: false
+  check-node-exists: false

leopard-strategy/src/main/resources/logback-spring.xml

@@ -14,10 +14,10 @@
         </encoder>
     </appender>
 
-    <logger name="com.zaxxer.hikari" level="ERROR"/>
+    <logger name="com.lanyuanxiaoyao.leopard" level="INFO"/>
     <logger name="org.hibernate.SQL" level="DEBUG"/>
 
-    <root level="INFO">
+    <root level="ERROR">
         <appender-ref ref="Console"/>
     </root>
 </configuration>

leopard-strategy/src/main/resources/templates/backtest_report.html

@@ -0,0 +1,391 @@
+<html lang='zh'>
+<head>
+  <meta charset='utf-8'/>
+  <meta content="text/html; charset=utf-8" http-equiv="Content-Type"/>
+  <meta content='width=device-width, initial-scale=1.0' name='viewport'/>
+  <title>Strategy</title>
+  <link href="https://cdnjs.cloudflare.com/ajax/libs/amis/6.13.0/antd.min.css" rel="stylesheet"/>
+  <link href="https://cdnjs.cloudflare.com/ajax/libs/amis/6.13.0/helper.min.css" rel="stylesheet"/>
+  <link href="https://cdnjs.cloudflare.com/ajax/libs/amis/6.13.0/iconfont.min.css" rel="stylesheet"/>
+  <style>
+    html, body, #root {
+      position: relative;
+      width: 100%;
+      height: 100%;
+      margin: 0;
+      padding: 0;
+    }
+  </style>
+</head>
+<body>
+<div id='root'></div>
+</body>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/amis/6.13.0/sdk.min.js"></script>
+<script th:inline="javascript" type='text/javascript'>
+  // 全局配置（颜色、尺寸、间距等），集中管理，便于统一调整
+  const CONFIG = {
+    colors: {up: '#000000FF', down: '#00000045'},
+    grid: {left: '2%', right: '2%', top: 40, bottom: 110},
+    zoom: {bottom: 16, height: 50},
+    linewidth: {stem: 1.5, openTick: 1.2, closeTick: 1.6, closeLine: 1.5},
+    tick: {min: 4, max: 10, scale: 0.4},
+  }
+
+  // 通用 tooltip 格式化（按索引回读原始 O/H/L/C）
+  function makeTooltipFormatter(dataMap, dates) {
+    return function (params) {
+      let p = Array.isArray(params) ? params[0] : params
+      let idx = p.dataIndex
+      let d = dates[idx]
+      let ohlc = dataMap[d] || []
+      let o = ohlc[0], c = ohlc[1], l = ohlc[2], h = ohlc[3]
+      let chg = (c - o)
+      let chgPct = o ? (chg / o * 100) : 0
+      let sign = chg >= 0 ? '+' : ''
+      return [
+        d,
+        'O: ' + o,
+        'C: ' + c,
+        'H: ' + h,
+        'L: ' + l,
+        'Chg: ' + sign + chg.toFixed(2) + ' (' + sign + chgPct.toFixed(2) + '%)',
+      ].join('<br/>')
+    }
+  }
+
+  // 通用基础配置构建（legend/tooltip/grid/xAxis/yAxis/dataZoom）
+  function buildBaseOption(dates, series, formatter) {
+    return {
+      animation: false,
+      legend: {show: false},
+      tooltip: {trigger: 'axis', axisPointer: {type: 'cross'}, formatter},
+      grid: CONFIG.grid,
+      xAxis: {type: 'category', data: dates, boundaryGap: true, axisLine: {onZero: false}},
+      yAxis: {scale: true},
+      dataZoom: [
+        {type: 'inside', xAxisIndex: 0, start: 0, end: 100},
+        {
+          show: true,
+          type: 'slider',
+          xAxisIndex: 0,
+          bottom: CONFIG.zoom.bottom,
+          height: CONFIG.zoom.height,
+          start: 0,
+          end: 100,
+        },
+      ],
+      series,
+    }
+  }
+
+  // Range Band + Close Line（高低区间带 + 收盘线）：趋势与波动范围直观
+  function buildRangeCloseOption(dataMap) {
+    const dates = Object.keys(dataMap).sort()
+    const lowArr = dates.map(d => dataMap[d][2])
+    const highArr = dates.map(d => dataMap[d][3])
+    const closeArr = dates.map(d => dataMap[d][1])
+    const rangeArr = highArr.map((h, i) => h - lowArr[i])
+
+    const series = [
+      {
+        name: 'Low',
+        type: 'line',
+        data: lowArr,
+        stack: 'range',
+        symbol: 'none',
+        lineStyle: {width: 0},
+        emphasis: {disabled: true},
+      },
+      {
+        name: 'Range',
+        type: 'line',
+        data: rangeArr,
+        stack: 'range',
+        symbol: 'none',
+        lineStyle: {width: 0},
+        areaStyle: {color: CONFIG.colors.down, opacity: 0.6},
+        z: 2,
+      },
+      {
+        name: 'Close',
+        type: 'line',
+        data: closeArr,
+        symbol: 'none',
+        lineStyle: {color: CONFIG.colors.up, width: CONFIG.linewidth.closeLine},
+        z: 3,
+      },
+    ]
+
+    return buildBaseOption(dates, series, makeTooltipFormatter(dataMap, dates))
+  }
+
+  // Minimal OHLC（竖线 + 左/右短横）：信息等价于K线但形态简洁
+  function buildOHLCMinimalOption(dataMap) {
+    const dates = Object.keys(dataMap).sort()
+    const ohlcData = dates.map((d, i) => [i, ...dataMap[d]])
+
+    // 自定义渲染：竖线=高低区间；左短横=开盘；右短横=收盘；颜色=涨跌
+    function renderOHLCMinimal(params, api) {
+      let idx = api.value(0)
+      let open = api.value(1)
+      let close = api.value(2)
+      let low = api.value(3)
+      let high = api.value(4)
+      let up = close >= open
+
+      let x = api.coord([idx, 0])[0]
+      let highPoint = api.coord([idx, high])
+      let lowPoint = api.coord([idx, low])
+      let openPoint = api.coord([idx, open])
+      let closePoint = api.coord([idx, close])
+
+      let band = api.size([1, 0])[0]
+      let tick = Math.max(CONFIG.tick.min, Math.min(CONFIG.tick.max, band * CONFIG.tick.scale))
+      let color = up ? CONFIG.colors.up : CONFIG.colors.down
+
+      return {
+        type: 'group',
+        children: [
+          {
+            type: 'line',
+            shape: {x1: x, y1: highPoint[1], x2: x, y2: lowPoint[1]},
+            style: {stroke: color, lineWidth: CONFIG.linewidth.stem, opacity: 0.9},
+          },
+          {
+            type: 'line',
+            shape: {x1: x - tick, y1: openPoint[1], x2: x, y2: openPoint[1]},
+            style: {stroke: color, lineWidth: CONFIG.linewidth.openTick, opacity: 0.95},
+          },
+          {
+            type: 'line',
+            shape: {x1: x, y1: closePoint[1], x2: x + tick, y2: closePoint[1]},
+            style: {stroke: color, lineWidth: CONFIG.linewidth.closeTick, opacity: 0.95},
+          },
+        ],
+      }
+    }
+
+    const series = [
+      {
+        name: 'ohlc',
+        type: 'custom',
+        renderItem: renderOHLCMinimal,
+        encode: {x: 0, y: [1, 2, 3, 4]},
+        data: ohlcData,
+        z: 10,
+      },
+    ]
+
+    return buildBaseOption(dates, series, makeTooltipFormatter(dataMap, dates))
+  }
+
+  function candleChart(title, data) {
+    return {
+      type: 'service',
+      data: data,
+      body: {
+        className: 'mt-2',
+        type: 'chart',
+        height: 800,
+        config: {
+          title: {
+            text: title,
+          },
+          ...buildRangeCloseOption(data['oclh']),
+        },
+      },
+    }
+  }
+
+  function lineChart(title, data) {
+    return {
+      type: 'service',
+      data: data,
+      body: {
+        className: 'mt-2',
+        type: 'chart',
+        height: 800,
+        config: {
+          title: {
+            text: title,
+          },
+          backgroundColor: '#fff',
+          animation: true,
+          animationDuration: 1000,
+          tooltip: {
+            trigger: 'axis',
+            axisPointer: {
+              type: 'cross',
+            },
+            backgroundColor: 'rgba(0, 0, 0, 0.7)',
+            borderColor: '#333',
+            borderWidth: 1,
+            textStyle: {
+              color: '#fff',
+              fontSize: 12,
+            },
+            padding: 12,
+          },
+          grid: {
+            left: '2%',
+            right: '2%',
+            top: '15%',
+            bottom: '15%',
+            containLabel: true,
+          },
+          xAxis: {
+            data: '${xList || []}',
+            axisLine: {
+              lineStyle: {
+                color: '#e0e0e0',
+              },
+            },
+            axisLabel: {
+              color: '#666',
+              fontWeight: 'bold',
+            },
+            splitLine: {
+              show: false,
+            },
+            axisTick: {
+              show: false,
+            },
+          },
+          yAxis: [
+            {
+              position: 'left',
+              scale: true,
+              axisLine: {
+                lineStyle: {
+                  color: '#e0e0e0',
+                },
+              },
+              axisLabel: {
+                color: '#666',
+                fontWeight: 'bold',
+                formatter: function (value) {
+                  return value.toFixed(2)
+                },
+              },
+              splitLine: {
+                lineStyle: {
+                  type: 'dashed',
+                  color: '#f0f0f0',
+                },
+              },
+              axisTick: {
+                show: false,
+              },
+            },
+            {
+              position: 'right',
+              scale: true,
+              axisLine: {
+                lineStyle: {
+                  color: '#e0e0e0',
+                },
+              },
+              axisLabel: {
+                color: '#666',
+                fontWeight: 'bold',
+                formatter: function (value) {
+                  return value.toFixed(2)
+                },
+              },
+              splitLine: {
+                lineStyle: {
+                  type: 'dashed',
+                  color: '#f0f0f0',
+                },
+              },
+              axisTick: {
+                show: false,
+              },
+            },
+            {
+              scale: true,
+              axisLine: {
+                show: false,
+              },
+              axisTick: {
+                show: false,
+              },
+              axisLabel: {
+                show: false,
+              },
+              splitLine: {
+                show: false,
+              },
+            },
+          ],
+          dataZoom: [
+            {
+              type: 'inside',
+              start: 0,
+              end: 100,
+            },
+            {
+              show: true,
+              type: 'slider',
+              top: '90%',
+              start: 0,
+              end: 100,
+            },
+          ],
+          series: [
+            {
+              type: 'line',
+              yAxisIndex: 0,
+              data: '${yList || []}',
+              smooth: true,
+              symbol: 'none',
+              lineStyle: {
+                color: 'rgba(0,111,255,0.5)',
+              },
+            },
+          ],
+        },
+      },
+    }
+  }
+
+  const data = /*[[${charts}]]*/ [];
+
+  (function () {
+    const amis = amisRequire('amis/embed')
+    const amisJson = {
+      type: 'page',
+      title: 'Strategy',
+      body: {
+        type: 'tabs',
+        tabsMode: 'vertical',
+        tabs: data.map(item => {
+          let body = {}
+          if (item?.type === 'candle') {
+            body = Object.keys(item?.data ?? {})
+              .map(key => candleChart(key, item.data[key]))
+          }
+          return {
+            title: item?.title,
+            body: Object.keys(item?.data ?? {})
+              .map(key => {
+                let value = item.data[key]
+                let type = value['type']
+                if (type) {
+                  if (type === 'candle')
+                    return candleChart(key, item.data[key])
+                  else if (type === 'line')
+                    return lineChart(key, item.data[key])
+                } else {
+                  return null
+                }
+              })
+              .filter(item => item),
+          }
+        }),
+      },
+    }
+    amis.embed('#root', amisJson, {}, {theme: 'antd'})
+  })()
+</script>
+</html>

leopard-strategy/src/main/resources/templates/report.html

@@ -0,0 +1,228 @@
+<html lang='zh'>
+<head>
+  <meta charset='utf-8'/>
+  <meta content="text/html; charset=utf-8" http-equiv="Content-Type"/>
+  <meta content='width=device-width, initial-scale=1.0' name='viewport'/>
+  <title>Strategy</title>
+  <link href="https://cdnjs.cloudflare.com/ajax/libs/amis/6.13.0/antd.min.css" rel="stylesheet"/>
+  <link href="https://cdnjs.cloudflare.com/ajax/libs/amis/6.13.0/helper.min.css" rel="stylesheet"/>
+  <link href="https://cdnjs.cloudflare.com/ajax/libs/amis/6.13.0/iconfont.min.css" rel="stylesheet"/>
+  <style>
+    html, body, #root {
+      position: relative;
+      width: 100%;
+      height: 100%;
+      margin: 0;
+      padding: 0;
+    }
+  </style>
+</head>
+<body>
+<div id='root'></div>
+</body>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/amis/6.13.0/sdk.min.js"></script>
+<script th:inline="javascript" type='text/javascript'>
+  // Market data as KV: { 'YYYY-MM-DD': [open, close, low, high], ... }
+  const data = {
+    '2025-01-01': [100, 105, 98, 108],
+    '2025-01-02': [105, 102, 100, 107],
+    '2025-01-03': [102, 110, 101, 112],
+    '2025-01-04': [110, 108, 106, 113],
+    '2025-01-05': [108, 115, 107, 116],
+    '2025-01-06': [115, 117, 114, 120],
+    '2025-01-07': [117, 112, 111, 119],
+    '2025-01-08': [112, 118, 110, 121],
+    '2025-01-09': [118, 121, 117, 123],
+    '2025-01-10': [121, 119, 118, 122],
+  }
+
+  // 全局配置（颜色、尺寸、间距等），集中管理，便于统一调整
+  const CONFIG = {
+    colors: {up: '#000000FF', down: '#00000045'},
+    grid: {left: '2%', right: '2%', top: 40, bottom: 110},
+    zoom: {bottom: 16, height: 50},
+    linewidth: {stem: 1.5, openTick: 1.2, closeTick: 1.6, closeLine: 1.5},
+    tick: {min: 4, max: 10, scale: 0.4},
+  }
+
+  // 通用 tooltip 格式化（按索引回读原始 O/H/L/C）
+  function makeTooltipFormatter(dataMap, dates) {
+    return function (params) {
+      let p = Array.isArray(params) ? params[0] : params
+      let idx = p.dataIndex
+      let d = dates[idx]
+      let ohlc = dataMap[d] || []
+      let o = ohlc[0], c = ohlc[1], l = ohlc[2], h = ohlc[3]
+      let chg = (c - o)
+      let chgPct = o ? (chg / o * 100) : 0
+      let sign = chg >= 0 ? '+' : ''
+      return [
+        d,
+        'O: ' + o,
+        'C: ' + c,
+        'H: ' + h,
+        'L: ' + l,
+        'Chg: ' + sign + chg.toFixed(2) + ' (' + sign + chgPct.toFixed(2) + '%)',
+      ].join('<br/>')
+    }
+  }
+
+  // 通用基础配置构建（legend/tooltip/grid/xAxis/yAxis/dataZoom）
+  function buildBaseOption(dates, series, formatter) {
+    return {
+      animation: false,
+      legend: {show: false},
+      tooltip: {trigger: 'axis', axisPointer: {type: 'cross'}, formatter},
+      grid: CONFIG.grid,
+      xAxis: {type: 'category', data: dates, boundaryGap: true, axisLine: {onZero: false}},
+      yAxis: {scale: true},
+      dataZoom: [
+        {type: 'inside', xAxisIndex: 0, start: 0, end: 100},
+        {
+          show: true,
+          type: 'slider',
+          xAxisIndex: 0,
+          bottom: CONFIG.zoom.bottom,
+          height: CONFIG.zoom.height,
+          start: 0,
+          end: 100,
+        },
+      ],
+      series,
+    }
+  }
+
+  // Range Band + Close Line（高低区间带 + 收盘线）：趋势与波动范围直观
+  function buildRangeCloseOption(dataMap) {
+    const dates = Object.keys(dataMap).sort()
+    const lowArr = dates.map(d => dataMap[d][2])
+    const highArr = dates.map(d => dataMap[d][3])
+    const closeArr = dates.map(d => dataMap[d][1])
+    const rangeArr = highArr.map((h, i) => h - lowArr[i])
+
+    const series = [
+      {
+        name: 'Low',
+        type: 'line',
+        data: lowArr,
+        stack: 'range',
+        symbol: 'none',
+        lineStyle: {width: 0},
+        emphasis: {disabled: true},
+      },
+      {
+        name: 'Range',
+        type: 'line',
+        data: rangeArr,
+        stack: 'range',
+        symbol: 'none',
+        lineStyle: {width: 0},
+        areaStyle: {color: CONFIG.colors.down, opacity: 0.6},
+        z: 2,
+      },
+      {
+        name: 'Close',
+        type: 'line',
+        data: closeArr,
+        symbol: 'none',
+        lineStyle: {color: CONFIG.colors.up, width: CONFIG.linewidth.closeLine},
+        z: 3,
+      },
+    ]
+
+    return buildBaseOption(dates, series, makeTooltipFormatter(dataMap, dates))
+  }
+
+  // Minimal OHLC（竖线 + 左/右短横）：信息等价于K线但形态简洁
+  function buildOHLCMinimalOption(dataMap) {
+    const dates = Object.keys(dataMap).sort()
+    const ohlcData = dates.map((d, i) => [i, ...dataMap[d]])
+
+    // 自定义渲染：竖线=高低区间；左短横=开盘；右短横=收盘；颜色=涨跌
+    function renderOHLCMinimal(params, api) {
+      let idx = api.value(0)
+      let open = api.value(1)
+      let close = api.value(2)
+      let low = api.value(3)
+      let high = api.value(4)
+      let up = close >= open
+
+      let x = api.coord([idx, 0])[0]
+      let highPoint = api.coord([idx, high])
+      let lowPoint = api.coord([idx, low])
+      let openPoint = api.coord([idx, open])
+      let closePoint = api.coord([idx, close])
+
+      let band = api.size([1, 0])[0]
+      let tick = Math.max(CONFIG.tick.min, Math.min(CONFIG.tick.max, band * CONFIG.tick.scale))
+      let color = up ? CONFIG.colors.up : CONFIG.colors.down
+
+      return {
+        type: 'group',
+        children: [
+          {
+            type: 'line',
+            shape: {x1: x, y1: highPoint[1], x2: x, y2: lowPoint[1]},
+            style: {stroke: color, lineWidth: CONFIG.linewidth.stem, opacity: 0.9},
+          },
+          {
+            type: 'line',
+            shape: {x1: x - tick, y1: openPoint[1], x2: x, y2: openPoint[1]},
+            style: {stroke: color, lineWidth: CONFIG.linewidth.openTick, opacity: 0.95},
+          },
+          {
+            type: 'line',
+            shape: {x1: x, y1: closePoint[1], x2: x + tick, y2: closePoint[1]},
+            style: {stroke: color, lineWidth: CONFIG.linewidth.closeTick, opacity: 0.95},
+          },
+        ],
+      }
+    }
+
+    const series = [
+      {
+        name: 'ohlc',
+        type: 'custom',
+        renderItem: renderOHLCMinimal,
+        encode: {x: 0, y: [1, 2, 3, 4]},
+        data: ohlcData,
+        z: 10,
+      },
+    ]
+
+    return buildBaseOption(dates, series, makeTooltipFormatter(dataMap, dates))
+  }
+
+  (function () {
+    const amis = amisRequire('amis/embed')
+    const amisJson = {
+      type: 'page',
+      title: 'Strategy',
+      body: {
+        type: 'tabs',
+        tabsMode: 'vertical',
+        tabs: [
+          {
+            title: 'Charts',
+            // 在一个 Tab 中展示两张图，便于同屏对比
+            body: [
+              {
+                type: 'chart',
+                height: 500,
+                config: buildRangeCloseOption(data),
+              },
+              {
+                type: 'chart',
+                height: 500,
+                config: buildOHLCMinimalOption(data),
+              },
+            ],
+          },
+        ],
+      },
+    }
+    // `dates` 已直接在图表配置中使用，这里无需通过 amis data 传递
+    amis.embed('#root', amisJson, {}, {theme: 'antd'})
+  })()
+</script>
+</html>

leopard-strategy/src/test/java/com/lanyuanxiaoyao/leopard/strategy/TestMarkdown.java

@@ -0,0 +1,44 @@
+package com.lanyuanxiaoyao.leopard.strategy;
+
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.List;
+import org.commonmark.ext.gfm.tables.TablesExtension;
+import org.commonmark.parser.Parser;
+import org.commonmark.renderer.html.HtmlRenderer;
+
+/**
+ * Markdown Render
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250918
+ */
+public class TestMarkdown {
+  public static void main(String[] args) throws IOException {
+    var extensions = List.of(TablesExtension.create());
+    var parser = Parser.builder()
+      .extensions(extensions)
+      .build();
+    var render = HtmlRenderer.builder()
+      .extensions(extensions)
+      .build();
+    var result = render.render(parser.parse(
+      // language=Markdown
+      """
+        ### Hello
+        
+        ```echarts
+        System.out.println("go");
+        ```
+        
+        > I am iron man
+        
+        |      |    |
+        |------|----|
+        | Tony | 12 |
+        """
+    ));
+    Files.writeString(Path.of("result.html"), result);
+  }
+}

leopard-web/package.json

@@ -11,26 +11,26 @@
     "clean": "rimraf dist"
   },
   "dependencies": {
-    "@ant-design/icons": "^6.0.0",
+    "@ant-design/icons": "^6.0.2",
     "@ant-design/pro-components": "^2.8.10",
-    "@ant-design/x": "^1.6.0",
+    "@ant-design/x": "^1.6.1",
     "@echofly/fetch-event-source": "^3.0.2",
     "@fortawesome/fontawesome-free": "^6.7.2",
     "@lightenna/react-mermaid-diagram": "^1.0.21",
-    "ahooks": "^3.9.4",
+    "ahooks": "^3.9.5",
     "amis": "^6.13.0",
     "amis-core": "^6.13.0",
-    "antd": "^5.27.1",
+    "antd": "^5.27.3",
     "axios": "1.11.0",
     "chart.js": "^4.5.0",
     "echarts-for-react": "^3.0.2",
-    "licia": "^1.48.0",
-    "mermaid": "^11.10.1",
+    "es-toolkit": "^1.39.10",
+    "mermaid": "^11.11.0",
     "react": "^18.3.1",
     "react-chartjs-2": "^5.3.0",
     "react-dom": "^18.3.1",
     "react-markdown": "^10.1.0",
-    "react-router": "^7.8.2",
+    "react-router": "^7.9.1",
     "remark-gfm": "^4.0.1",
     "styled-components": "^6.1.19",
     "yocto-queue": "^1.2.1",
@@ -40,11 +40,11 @@
     "@types/react": "^18.3.24",
     "@types/react-dom": "^18.3.7",
     "@vitejs/plugin-react-swc": "^3.11.0",
-    "globals": "^16.3.0",
+    "globals": "^16.4.0",
     "rimraf": "^6.0.1",
-    "sass": "^1.91.0",
+    "sass": "^1.92.1",
     "typescript": "~5.8.3",
-    "vite": "^7.1.3",
+    "vite": "^7.1.5",
     "vite-plugin-javascript-obfuscator": "^3.1.0",
     "vitest": "^3.2.4"
   }

leopard-web/src/components/Markdown.tsx

@@ -1,10 +1,10 @@
 import 'chart.js/auto'
 import {MermaidDiagram} from '@lightenna/react-mermaid-diagram'
 import EChartsReact from 'echarts-for-react'
-import {trim} from 'licia'
 import {Chart} from 'react-chartjs-2'
 import Markdown from 'react-markdown'
 import remarkGfm from 'remark-gfm'
+import {trim} from 'es-toolkit'
 
 type MarkdownOptions = {
   content: string
@@ -14,7 +14,7 @@ function MarkdownRender(options: MarkdownOptions) {
   return (
     <Markdown
       remarkPlugins={[
-        remarkGfm
+        remarkGfm,
       ]}
       children={options.content}
       components={{
@@ -45,7 +45,7 @@ function MarkdownRender(options: MarkdownOptions) {
                 </code>
               )
           }
-        }
+        },
       }}
     />
   )

leopard-web/src/components/amis/MarkdownEnhance.tsx

@@ -1,8 +1,8 @@
-import {Renderer, type RendererProps} from "amis";
-import {once} from "licia";
-import React from "react";
-import Markdown from "../Markdown.tsx";
+import {Renderer, type RendererProps} from "amis"
+import React from "react"
+import Markdown from "../Markdown.tsx"
 import './MarkdownEnhance.scss'
+import {once} from 'es-toolkit'
 
 const MarkdownEnhance: React.FC<RendererProps> = props => {
   return (

leopard-web/src/index.tsx

@@ -6,12 +6,13 @@ import Overview from './pages/Overview.tsx'
 import Root from './pages/Root.tsx'
 import Test from './pages/Test.tsx'
 import StockList from './pages/stock/StockList.tsx'
-import StockDetail from './pages/stock/StockDetail.tsx'
 import TaskList from './pages/task/TaskList.tsx'
 import TaskTemplateList from './pages/task/TaskTemplateList.tsx'
-import TaskTemplateSave from './pages/task/TaskTemplateSave.tsx'
 import TaskScheduleList from './pages/task/TaskScheduleList.tsx'
 import TaskScheduleSave from './pages/task/TaskScheduleSave.tsx'
+import StockCollectionList from './pages/stock/StockCollectionList.tsx'
+import TaskDetail from './pages/task/TaskDetail.tsx'
+import StockCollectionDetail from './pages/stock/StockCollectionDetail.tsx'
 
 const routes: RouteObject[] = [
   {
@@ -29,17 +30,22 @@ const routes: RouteObject[] = [
       {
         path: 'stock',
         children: [
-          {
-            index: true,
-            element: <Navigate to="/stock/list" replace/>,
-          },
           {
             path: 'list',
             Component: StockList,
           },
           {
-            path: 'detail/:id',
-            Component: StockDetail,
+            path: "collection",
+            children: [
+              {
+                path: 'list',
+                Component: StockCollectionList,
+              },
+              {
+                path: 'detail/:id',
+                Component: StockCollectionDetail,
+              },
+            ],
           },
         ],
       },
@@ -50,6 +56,10 @@ const routes: RouteObject[] = [
             path: 'list',
             Component: TaskList,
           },
+          {
+            path: 'detail/:id',
+            Component: TaskDetail,
+          },
           {
             path: 'template',
             children: [
@@ -57,10 +67,6 @@ const routes: RouteObject[] = [
                 path: 'list',
                 Component: TaskTemplateList,
               },
-              {
-                path: 'save/:id',
-                Component: TaskTemplateSave,
-              },
             ],
           },
           {

leopard-web/src/pages/Root.tsx

@@ -1,12 +1,14 @@
 import {
+  ClockCircleOutlined,
   DeploymentUnitOutlined,
+  FileOutlined,
   InfoCircleOutlined,
   MoneyCollectOutlined,
+  StarOutlined,
   UnorderedListOutlined,
 } from '@ant-design/icons'
 import {type AppItemProps, ProLayout} from '@ant-design/pro-components'
 import {ConfigProvider} from 'antd'
-import {dateFormat} from 'licia'
 import React, {useMemo} from 'react'
 import {NavLink, Outlet, useLocation} from 'react-router'
 import styled from 'styled-components'
@@ -39,23 +41,37 @@ const menus = {
         {
           path: '/stock',
           name: '股票',
-          icon: <MoneyCollectOutlined/>,
-        }, {
+          routes: [
+            {
+              path: '/stock/list',
+              name: '股票列表',
+              icon: <MoneyCollectOutlined/>,
+            },
+            {
+              path: "/stock/collection/list",
+              name: '股票集',
+              icon: <StarOutlined/>,
+            },
+          ],
+        },
+        {
           path: '/task',
           name: '任务',
-          icon: <UnorderedListOutlined/>,
           routes: [
             {
               path: '/task/list',
               name: '任务列表',
+              icon: <UnorderedListOutlined/>,
             },
             {
               path: '/task/template/list',
               name: '任务模板',
+              icon: <FileOutlined/>,
             },
             {
               path: '/task/schedule/list',
               name: '定时任务',
+              icon: <ClockCircleOutlined/>,
             },
           ],
         },
@@ -71,7 +87,7 @@ const menus = {
 
 const Root: React.FC = () => {
   const location = useLocation()
-  const currentYear = useMemo(() => dateFormat(new Date(), 'yyyy'), [])
+  const currentYear = useMemo(() => new Date().getFullYear(), [])
   return (
     <ProLayoutDiv>
       <ProLayout
@@ -105,7 +121,7 @@ const Root: React.FC = () => {
         title="金钱豹"
         route={menus}
         location={{pathname: location.pathname}}
-        menu={{type: 'sub'}}
+        menu={{type: 'group'}}
         menuItemRender={(item, defaultDom) =>
           <NavLink to={item.path || '/'}>{defaultDom}</NavLink>
         }

leopard-web/src/pages/stock/StockCollectionDetail.tsx

@@ -0,0 +1,50 @@
+import React from "react"
+import {amisRender, commonInfo, crudCommonOptions, paginationTemplate, stockListColumns} from '../../util/amis.tsx'
+import {useParams} from 'react-router'
+
+function StockCollectionDetail() {
+  const {id} = useParams()
+  return (
+    <div className="stock-collection-detail">
+      {amisRender(
+        {
+          type: 'page',
+          title: '股票集详情',
+          initApi: `get:${commonInfo.baseUrl}/stock_collection/detail/${id}`,
+          body: [
+            {
+              type: 'crud',
+              source: '${scores}',
+              ...crudCommonOptions(),
+              ...paginationTemplate(100, undefined, ['filter-toggler']),
+              columns: stockListColumns(
+                undefined,
+                [
+                  {
+                    className: 'white-space-pre',
+                    name: 'score',
+                    label: '得分',
+                    width: 50,
+                    align: 'center',
+                    type: 'tpl',
+                    tpl: '${score}',
+                    popOver: {
+                      trigger: 'click',
+                      showIcon: false,
+                      body: {
+                        type: 'tpl',
+                        tpl: '${extra|raw}',
+                      },
+                    },
+                  },
+                ],
+              ),
+            },
+          ],
+        },
+      )}
+    </div>
+  )
+}
+
+export default React.memo(StockCollectionDetail)

leopard-web/src/pages/stock/StockCollectionList.tsx

@@ -0,0 +1,104 @@
+import React from "react"
+import {amisRender, commonInfo, crudCommonOptions, paginationTemplate, time} from '../../util/amis.tsx'
+import {useNavigate} from 'react-router'
+
+function StockCollectionList() {
+  const navigate = useNavigate()
+  return (
+    <div className="stock-collection-list">
+      {amisRender(
+        {
+          type: 'page',
+          title: '股票列表',
+          body: [
+            {
+              type: 'crud',
+              api: {
+                method: 'post',
+                url: `${commonInfo.baseUrl}/stock_collection/list`,
+                data: {
+                  sort: [
+                    {
+                      column: 'createdTime',
+                      direction: 'DESC',
+                    },
+                  ],
+                },
+              },
+              ...crudCommonOptions(),
+              ...paginationTemplate(15, undefined, ['filter-toggler']),
+              columns: [
+                {
+                  name: 'name',
+                  label: '名称',
+                  width: 200,
+                },
+                {
+                  name: 'description',
+                  label: '描述',
+                },
+                {
+                  name: 'count',
+                  label: '股票数量',
+                  align: 'center',
+                  width: 100,
+                },
+                {
+                  name: 'createdTime',
+                  label: '创建时间',
+                  width: 150,
+                  align: 'center',
+                  ...time('createdTime'),
+                },
+                {
+                  name: 'modifiedTime',
+                  label: '更新时间',
+                  width: 150,
+                  align: 'center',
+                  ...time('modifiedTime'),
+                },
+                {
+                  type: 'operation',
+                  label: '操作',
+                  width: 100,
+                  buttons: [
+                    {
+                      type: 'action',
+                      label: '详情',
+                      level: 'link',
+                      onEvent: {
+                        click: {
+                          actions: [
+                            {
+                              actionType: 'custom',
+                              // @ts-ignore
+                              script: (context, action, event) => {
+                                navigate(`/stock/collection/detail/${context.props.data['id']}`)
+                              },
+                            },
+                          ],
+                        },
+                      },
+                    },
+                    {
+                      className: 'text-danger btn-deleted',
+                      type: 'action',
+                      label: '删除',
+                      level: 'link',
+                      actionType: 'ajax',
+                      api: `get:${commonInfo.baseUrl}/stock_collection/remove/\${id}`,
+                      confirmText: '确认删除股票集<span class="text-lg font-bold mx-2">${name}</span>？',
+                      confirmTitle: '删除',
+                    },
+                  ],
+                },
+              ],
+            },
+          ],
+        },
+      )}
+    </div>
+  )
+}
+
+export default React.memo(StockCollectionList)

leopard-web/src/pages/stock/StockDetail.tsx

@@ -1,39 +0,0 @@
-import React from 'react'
-import {useParams} from 'react-router'
-import {amisRender, commonInfo, remoteMappings} from '../../util/amis.tsx'
-
-function StockDetail() {
-  const {id} = useParams()
-  return (
-    <div className="stock-detail">
-      {amisRender(
-        {
-          type: 'page',
-          title: '股票详情（${code} ${name}）',
-          initApi: `get:${commonInfo.baseUrl}/stock/detail/${id}`,
-          body: [
-            {
-              type: 'property',
-              items: [
-                {label: '编码', content: '${code}'},
-                {label: '名称', content: '${name}'},
-                {label: '全名', content: '${fullname}'},
-                {
-                  label: '市场',
-                  content: {
-                    ...remoteMappings('stock_market', 'market'),
-                    value: '${market}',
-                  },
-                },
-                {label: '行业', content: '${industry}'},
-              ],
-            },
-            {type: 'divider'},
-          ],
-        },
-      )}
-    </div>
-  )
-}
-
-export default React.memo(StockDetail)

leopard-web/src/pages/stock/StockList.tsx

@@ -3,15 +3,12 @@ import {
   amisRender,
   commonInfo,
   crudCommonOptions,
-  date,
   paginationTemplate,
-  remoteMappings,
   remoteOptions,
+  stockListColumns,
 } from '../../util/amis.tsx'
-import {useNavigate} from 'react-router'
 
 function StockList() {
-  const navigate = useNavigate()
   return (
     <div className="stock-list">
       {amisRender(
@@ -97,65 +94,7 @@ function StockList() {
                   },
                 ],
               },
-              columns: [
-                {
-                  name: 'code',
-                  label: '编号',
-                  width: 150,
-                },
-                {
-                  name: 'name',
-                  label: '简称',
-                  width: 150,
-                },
-                {
-                  name: 'fullname',
-                  label: '全名',
-                },
-                {
-                  name: 'market',
-                  label: '市场',
-                  width: 100,
-                  align: 'center',
-                  ...remoteMappings('stock_market', 'market'),
-                },
-                {
-                  name: 'industry',
-                  label: '行业',
-                  width: 150,
-                },
-                {
-                  label: '上市日期',
-                  width: 100,
-                  align: 'center',
-                  ...date('listedDate'),
-                },
-                {
-                  type: 'operation',
-                  label: '操作',
-                  width: 100,
-                  buttons: [
-                    {
-                      type: 'action',
-                      label: '详情',
-                      level: 'link',
-                      onEvent: {
-                        click: {
-                          actions: [
-                            {
-                              actionType: 'custom',
-                              // @ts-ignore
-                              script: (context, action, event) => {
-                                navigate(`/stock/detail/${context.props.data['id']}`)
-                              },
-                            },
-                          ],
-                        },
-                      },
-                    },
-                  ],
-                },
-              ],
+              columns: stockListColumns(),
             },
           ],
         },

leopard-web/src/pages/task/TaskDetail.tsx

@@ -0,0 +1,73 @@
+import React from 'react'
+import {useParams} from 'react-router'
+import {amisRender, commonInfo, remoteMappings, time} from '../../util/amis.tsx'
+
+function TaskDetail() {
+  const {id} = useParams()
+  return (
+    <div className="task-detail">
+      {amisRender(
+        {
+          type: 'page',
+          title: '任务详情',
+          initApi: `get:${commonInfo.baseUrl}/task/detail/${id}`,
+          body: [
+            {
+              type: 'property',
+              items: [
+                {label: '名称', content: '${name}'},
+                {label: '描述', content: '${description}', span: 2},
+                {
+                  label: '状态',
+                  content: {
+                    value: '${status}',
+                    ...remoteMappings('task_status', 'status'),
+                  },
+                },
+                {
+                  label: '进度',
+                  content: {
+                    type: 'tpl',
+                    tpl: "${ROUND(step * 100, 2)}%",
+                  },
+                  span: 2,
+                },
+                {
+                  label: '耗时',
+                  content: {
+                    type: 'tpl',
+                    tpl: "${IF(costText, costText, '/')}",
+                  },
+                },
+                {label: '启动时间', content: time('launchedTime')},
+                {label: '结束时间', content: time('finishedTime')},
+              ],
+            },
+            {type: 'divider'},
+            {
+              type: 'form',
+              wrapWithPanel: false,
+              body: [
+                {
+                  visibleOn: 'error',
+                  type: 'editor',
+                  name: 'error',
+                  label: '错误信息',
+                },
+                {
+                  visibleOn: 'result',
+                  type: 'markdown-enhance',
+                  name: 'result',
+                  label: '结果',
+                  content: '${result}',
+                },
+              ],
+            },
+          ],
+        },
+      )}
+    </div>
+  )
+}
+
+export default React.memo(TaskDetail)

leopard-web/src/pages/task/TaskList.tsx

@@ -1,5 +1,14 @@
 import React from 'react'
-import {amisRender, commonInfo, crudCommonOptions, paginationTemplate, remoteMappings, time} from '../../util/amis.tsx'
+import {
+  amisRender,
+  commonInfo,
+  crudCommonOptions,
+  horizontalFormOptions,
+  paginationTemplate,
+  remoteMappings,
+  remoteOptions,
+  time,
+} from '../../util/amis.tsx'
 import {useNavigate} from 'react-router'
 
 function TaskList() {
@@ -23,8 +32,43 @@ function TaskList() {
                   },
                 },
               },
+              interval: 30000,
               ...crudCommonOptions(),
-              ...paginationTemplate(15),
+              ...paginationTemplate(
+                15,
+                undefined,
+                [
+                  {
+                    type: 'action',
+                    label: '',
+                    icon: 'fa fa-plus',
+                    actionType: 'dialog',
+                    dialog: {
+                      title: '创建任务',
+                      body: {
+                        type: 'form',
+                        api: {
+                          method: 'post',
+                          url: `${commonInfo.baseUrl}/task/execute`,
+                          data: {
+                            templateId: '${templateId|default:undefined}',
+                          },
+                        },
+                        ...horizontalFormOptions(),
+                        body: [
+                          {
+                            name: 'templateId',
+                            label: '名称',
+                            required: true,
+                            selectFirst: true,
+                            ...remoteOptions('select', 'task_template_id'),
+                          },
+                        ],
+                      },
+                    },
+                  },
+                ],
+              ),
               columns: [
                 {
                   name: 'name',
@@ -38,9 +82,16 @@ function TaskList() {
                 {
                   name: 'status',
                   label: '状态',
+                  align: 'center',
                   width: 100,
                   ...remoteMappings('task_status', 'status'),
                 },
+                {
+                  label: '进度',
+                  type: 'progress',
+                  width: 200,
+                  value: '${ROUND(step * 100, 0)}',
+                },
                 {
                   label: '耗时',
                   type: 'tpl',
@@ -85,6 +136,16 @@ function TaskList() {
                         },
                       },
                     },
+                    {
+                      className: 'text-danger btn-deleted',
+                      type: 'action',
+                      label: '删除',
+                      level: 'link',
+                      actionType: 'ajax',
+                      api: `get:${commonInfo.baseUrl}/task/remove/\${id}`,
+                      confirmText: '确认删除任务记录<span class="text-lg font-bold mx-2">${name}</span>？',
+                      confirmTitle: '删除',
+                    },
                   ],
                 },
               ],

leopard-web/src/pages/task/TaskScheduleList.tsx

@@ -103,7 +103,7 @@ function TaskScheduleList() {
                       confirmTitle: '恢复',
                     },
                     {
-                      className: 'text-danger',
+                      className: 'text-danger btn-deleted',
                       type: 'action',
                       label: '删除',
                       level: 'link',

leopard-web/src/pages/task/TaskTemplateList.tsx

@@ -1,9 +1,7 @@
 import React from 'react'
 import {amisRender, commonInfo, crudCommonOptions, paginationTemplate} from '../../util/amis.tsx'
-import {useNavigate} from 'react-router'
 
 function TaskTemplateList() {
-  const navigate = useNavigate()
   return (
     <div className="task-template-list">
       {amisRender(
@@ -13,43 +11,10 @@ function TaskTemplateList() {
           body: [
             {
               type: 'crud',
-              api: {
-                method: 'post',
-                url: `${commonInfo.baseUrl}/task_template/list`,
-                data: {
-                  page: {
-                    index: '${page}',
-                    size: '${perPage}',
-                  },
-                },
-              },
+              api: `get:${commonInfo.baseUrl}/task/template/list`,
               ...crudCommonOptions(),
-              ...paginationTemplate(
-                15,
-                undefined,
-                [
-                  {
-                    type: 'action',
-                    label: '',
-                    icon: 'fa fa-plus',
-                    tooltip: '添加模板',
-                    tooltipPlacement: 'top',
-                    onEvent: {
-                      click: {
-                        actions: [
-                          {
-                            actionType: 'custom',
-                            // @ts-ignore
-                            script: (context, action, event) => {
-                              navigate('/task/template/save/-1')
-                            },
-                          },
-                        ],
-                      },
-                    },
-                  },
-                ],
-              ),
+              ...paginationTemplate(15),
+              loadOnce: true,
               columns: [
                 {
                   name: 'name',
@@ -63,7 +28,7 @@ function TaskTemplateList() {
                 {
                   type: 'operation',
                   label: '操作',
-                  width: 150,
+                  width: 100,
                   buttons: [
                     {
                       type: 'action',
@@ -78,35 +43,7 @@ function TaskTemplateList() {
                         },
                       },
                       confirmText: '确认执行模板<span class="text-lg font-bold mx-2">${name}</span>？',
-                      confirmTitle: '删除',
-                    },
-                    {
-                      type: 'action',
-                      label: '详情',
-                      level: 'link',
-                      onEvent: {
-                        click: {
-                          actions: [
-                            {
-                              actionType: 'custom',
-                              // @ts-ignore
-                              script: (context, action, event) => {
-                                navigate(`/task/template/save/${context.props.data['id']}`)
-                              },
-                            },
-                          ],
-                        },
-                      },
-                    },
-                    {
-                      className: 'text-danger',
-                      type: 'action',
-                      label: '删除',
-                      level: 'link',
-                      actionType: 'ajax',
-                      api: `get:${commonInfo.baseUrl}/task_template/remove/\${id}`,
-                      confirmText: '确认删除模板<span class="text-lg font-bold mx-2">${name}</span>？',
-                      confirmTitle: '删除',
+                      confirmTitle: '执行',
                     },
                   ],
                 },

leopard-web/src/pages/task/TaskTemplateSave.tsx

@@ -1,105 +0,0 @@
-import React from 'react'
-import {amisRender, commonInfo} from '../../util/amis.tsx'
-import {useNavigate, useParams} from 'react-router'
-
-function TaskTemplateSave() {
-  const navigate = useNavigate()
-  const {id} = useParams()
-  return (
-    <div className="task-template-save">
-      {amisRender(
-        {
-          type: 'page',
-          title: '任务模板添加',
-          body: [
-            {
-              debug: commonInfo.debug,
-              type: 'form',
-              api: `post:${commonInfo.baseUrl}/task_template/save`,
-              initApi: `get:${commonInfo.baseUrl}/task_template/detail/${id}`,
-              initFetchOn: `${id} !== -1`,
-              wrapWithPanel: false,
-              mode: 'horizontal',
-              labelAlign: 'left',
-              onEvent: {
-                submitSucc: {
-                  actions: [
-                    {
-                      actionType: 'custom',
-                      // @ts-ignore
-                      script: (context, action, event) => {
-                        navigate(-1)
-                      },
-                    },
-                  ],
-                },
-              },
-              body: [
-                {
-                  type: 'hidden',
-                  name: 'id',
-                },
-                {
-                  type: 'input-text',
-                  name: 'name',
-                  label: '名称',
-                  required: true,
-                  clearable: true,
-                },
-                {
-                  type: 'textarea',
-                  name: 'description',
-                  label: '描述',
-                  required: true,
-                  clearable: true,
-                },
-                {
-                  type: 'input-text',
-                  name: 'chain',
-                  label: '流程编号',
-                  required: true,
-                  clearable: true,
-                },
-                {
-                  type: 'button-toolbar',
-                  buttons: [
-                    {
-                      type: 'action',
-                      label: '提交',
-                      actionType: 'submit',
-                      level: 'primary',
-                    },
-                    {
-                      type: 'action',
-                      label: '重置',
-                      actionType: 'reset',
-                    },
-                    {
-                      type: 'action',
-                      label: '返回',
-                      onEvent: {
-                        click: {
-                          actions: [
-                            {
-                              actionType: 'custom',
-                              // @ts-ignore
-                              script: (context, action, event) => {
-                                navigate(-1)
-                              },
-                            },
-                          ],
-                        },
-                      },
-                    },
-                  ],
-                },
-              ],
-            },
-          ],
-        },
-      )}
-    </div>
-  )
-}
-
-export default React.memo(TaskTemplateSave)

leopard-web/src/util/amis.tsx

@@ -1,11 +1,13 @@
-import {AlertComponent, attachmentAdpator, makeTranslator, render, type Schema, ToastComponent} from 'amis'
-
+import {AlertComponent, type Api, attachmentAdpator, makeTranslator, render, type Schema, ToastComponent} from 'amis'
 import 'amis/lib/themes/antd.css'
 import 'amis/lib/helper.css'
 import 'amis/sdk/iconfont.css'
 import '@fortawesome/fontawesome-free/css/all.min.css'
 import axios from 'axios'
-import {isEqual} from 'licia'
+import {isEqual, isNil} from 'es-toolkit'
+// @ts-ignore
+import type {ColumnSchema} from 'amis/lib/renderers/Table2'
+import {toNumber} from 'es-toolkit/compat'
 
 export const commonInfo = {
   debug: isEqual(import.meta.env.MODE, 'development'),
@@ -335,3 +337,672 @@ export function remoteMappings(name: string, field: string) {
     source: `get:${commonInfo.baseUrl}/constants/mappings/${name}/${field}`,
   }
 }
+
+const formatFinanceNumber = (value: number): string => {
+  if (isNil(value)) {
+    return '-'
+  }
+
+  const isNegative = value < 0
+  const absoluteValue = Math.abs(value)
+
+  let formatted: string
+  if (absoluteValue >= 100000000) {
+    formatted = (absoluteValue / 100000000).toFixed(2) + '亿'
+  } else if (absoluteValue >= 10000) {
+    formatted = (absoluteValue / 10000).toFixed(2) + '万'
+  } else {
+    formatted = absoluteValue.toLocaleString()
+  }
+
+  return isNegative ? `-${formatted}` : formatted
+}
+
+const formatDaysNumber = (value: number): string => {
+  if (isNil(value)) {
+    return '-'
+  }
+  return `${value.toFixed(0)}天`
+}
+
+const formatPercentageNumber = (value: number): string => {
+  if (isNil(value)) {
+    return '-'
+  }
+  return `${(value * 100).toFixed(2)}%`
+}
+
+type FinanceType = 'PERCENTAGE' | 'FINANCE' | 'DAYS'
+
+const financePropertyLabel = (idField: string, label: string, type: FinanceType, field: string): Schema => {
+  let formatter: (value: number) => string
+  switch (type) {
+    case 'PERCENTAGE':
+      formatter = formatPercentageNumber
+      break
+    case 'FINANCE':
+      formatter = formatFinanceNumber
+      break
+    case 'DAYS':
+      formatter = formatDaysNumber
+      break
+    default:
+      formatter = (v: number) => v.toFixed(2)
+  }
+  return {
+    type: 'wrapper',
+    size: 'none',
+    body: [
+      {
+        visibleOn: `\${!${idField}}`,
+        type: 'tpl',
+        tpl: label,
+      },
+      {
+        visibleOn: `\${${idField}}`,
+        className: 'text-current font-bold',
+        type: 'action',
+        label: label,
+        level: 'link',
+        tooltip: '这是什么？',
+        tooltipPlacement: 'top',
+        actionType: 'dialog',
+        dialog: {
+          title: '',
+          size: 'lg',
+          ...readOnlyDialogOptions(),
+          actions: [
+            {
+              type: 'action',
+              label: '新页面打开',
+              icon: 'fa fa-solid fa-arrow-up-right-from-square',
+              actionType: 'url',
+              url: `https://zh.wikipedia.org/wiki/${label}`,
+              blank: true,
+            },
+          ],
+          body: {
+            type: 'iframe',
+            src: `https://zh.wikipedia.org/wiki/${label}`,
+            height: 800,
+          },
+        },
+      },
+      {
+        className: 'text-secondary',
+        type: 'action',
+        label: '',
+        icon: 'fa fa-eye',
+        level: 'link',
+        size: 'xs',
+        tooltip: '查看五年趋势',
+        tooltipPlacement: 'top',
+        actionType: 'dialog',
+        dialog: {
+          title: `${label}五年趋势`,
+          size: 'lg',
+          bodyClassName: 'p-0',
+          ...readOnlyDialogOptions(),
+          body: {
+            type: 'chart',
+            api: `get:${commonInfo.baseUrl}/stock/finance/\${${idField}}/${field}`,
+            height: 500,
+            config: {
+              tooltip: {
+                trigger: 'axis',
+                backgroundColor: 'rgba(255, 255, 255, 0.9)',
+                borderColor: '#ccc',
+                borderWidth: 1,
+                textStyle: {
+                  color: '#333',
+                },
+                padding: [10, 15],
+                formatter: (params: any) => {
+                  const item = params[0]
+                  return `${item.name}<br/>${item.marker}${formatter(item.value)}`
+                },
+              },
+              grid: {
+                left: '5%',
+                right: '5%',
+                top: '10%',
+                bottom: '15%',
+                containLabel: true,
+              },
+              xAxis: {
+                type: 'category',
+                data: '${xList || []}',
+                axisLine: {
+                  lineStyle: {
+                    color: '#e0e0e0',
+                  },
+                },
+                axisLabel: {
+                  color: '#666',
+                  fontWeight: 'bold',
+                },
+                axisTick: {
+                  show: false,
+                },
+              },
+              yAxis: {
+                type: 'value',
+                show: true,
+                splitLine: {
+                  lineStyle: {
+                    type: 'dashed',
+                    color: '#f0f0f0',
+                  },
+                },
+                axisLine: {
+                  show: false,
+                },
+                axisLabel: {
+                  color: '#999',
+                  fontSize: 12,
+                  formatter: (value: number) => {
+                    return formatter(value)
+                  },
+                },
+                axisTick: {
+                  show: false,
+                },
+              },
+              series: [
+                {
+                  data: '${yList || []}',
+                  type: 'line',
+                  smooth: true,
+                  showSymbol: true,
+                  symbolSize: 6,
+                  lineStyle: {
+                    width: 3,
+                    color: '#4096ff',
+                    shadowColor: 'rgba(64, 150, 255, 0.3)',
+                    shadowBlur: 5,
+                    shadowOffsetY: 2,
+                  },
+                  itemStyle: {
+                    color: '#4096ff',
+                    borderWidth: 2,
+                    borderColor: '#fff',
+                  },
+                  areaStyle: {
+                    color: {
+                      type: 'linear',
+                      x: 0,
+                      y: 0,
+                      x2: 0,
+                      y2: 1,
+                      colorStops: [{
+                        offset: 0, color: 'rgba(64, 150, 255, 0.2)',
+                      }, {
+                        offset: 1, color: 'rgba(64, 150, 255, 0.01)',
+                      }],
+                    },
+                  },
+                  label: {
+                    show: true,
+                    position: 'top',
+                    color: '#333',
+                    fontWeight: 'bold',
+                    fontSize: 12,
+                    formatter: (params: any) => {
+                      return formatter(params.value)
+                    },
+                  },
+                },
+              ],
+            },
+          },
+        },
+      },
+    ],
+  }
+}
+
+const candleChart = (title: string, subtitle: string, api: Api): Schema => {
+  return {
+    className: 'mt-2',
+    type: 'chart',
+    height: 500,
+    api: api,
+    config: {
+      title: {
+        text: title,
+        subtext: subtitle,
+      },
+      backgroundColor: '#fff',
+      animation: true,
+      animationDuration: 1000,
+      tooltip: {
+        trigger: 'axis',
+        axisPointer: {
+          type: 'cross',
+        },
+        backgroundColor: 'rgba(0, 0, 0, 0.7)',
+        borderColor: '#333',
+        borderWidth: 1,
+        textStyle: {
+          color: '#fff',
+          fontSize: 12,
+        },
+        padding: 12,
+        formatter: function (params: any) {
+          const param = params[0]
+          const open = toNumber(param.data[1]).toFixed(2)
+          const close = toNumber(param.data[2]).toFixed(2)
+          const lowest = toNumber(param.data[3]).toFixed(2)
+          const highest = toNumber(param.data[4]).toFixed(2)
+
+          return `<div class="text-center font-bold mb-2">${param.name}</div>
+                        <div class="text-center">
+                          <span>开盘:</span>
+                          <span class="font-bold ml-4">${open}</span>
+                        </div>
+                        <div class="text-center">
+                          <span>收盘:</span>
+                          <span class="font-bold ml-4">${close}</span>
+                        </div>
+                        <div class="text-center">
+                          <span>最低:</span>
+                          <span class="font-bold ml-4">${lowest}</span>
+                        </div>
+                        <div class="text-center">
+                          <span>最高:</span>
+                          <span class="font-bold ml-4">${highest}</span>
+                        </div>`
+        },
+      },
+      grid: {
+        left: '2%',
+        right: '2%',
+        top: '15%',
+        bottom: '15%',
+        containLabel: true,
+      },
+      xAxis: {
+        data: '${xList || []}',
+        axisLine: {
+          lineStyle: {
+            color: '#e0e0e0',
+          },
+        },
+        axisLabel: {
+          color: '#666',
+          fontWeight: 'bold',
+        },
+        splitLine: {
+          show: false,
+        },
+        axisTick: {
+          show: false,
+        },
+      },
+      yAxis: [
+        {
+          scale: true,
+          axisLine: {
+            lineStyle: {
+              color: '#e0e0e0',
+            },
+          },
+          axisLabel: {
+            color: '#666',
+            fontWeight: 'bold',
+            formatter: function (value: number) {
+              return value.toFixed(2)
+            },
+          },
+          splitLine: {
+            lineStyle: {
+              type: 'dashed',
+              color: '#f0f0f0',
+            },
+          },
+          axisTick: {
+            show: false,
+          },
+        },
+        {
+          scale: true,
+          axisLine: {
+            show: false
+          },
+          axisTick: {
+            show: false
+          },
+          axisLabel: {
+            show: false
+          },
+          splitLine: {
+            show: false
+          }
+        },
+      ],
+      dataZoom: [
+        {
+          type: 'inside',
+          start: 0,
+          end: 100,
+        },
+        {
+          show: true,
+          type: 'slider',
+          top: '90%',
+          start: 0,
+          end: 100,
+        },
+      ],
+      series: [
+        {
+          type: 'candlestick',
+          data: '${yList || []}',
+          yAxisIndex: 0,
+          itemStyle: {
+            color: '#eb5454',
+            color0: '#4aaa93',
+            borderColor: '#eb5454',
+            borderColor0: '#4aaa93',
+            borderWidth: 1,
+          },
+        },
+        {
+          type: 'line',
+          yAxisIndex: 0,
+          data: '${sma10 || []}',
+          smooth: true,
+          symbol: 'none',
+          lineStyle: {
+            color: 'rgba(25,147,51,0.5)',
+          },
+        },
+        {
+          type: 'line',
+          yAxisIndex: 0,
+          data: '${sma30 || []}',
+          smooth: true,
+          symbol: 'none',
+          lineStyle: {
+            color: 'rgba(10,94,131,0.5)',
+          },
+        },
+        {
+          type: 'line',
+          yAxisIndex: 0,
+          data: '${sma60 || []}',
+          smooth: true,
+          symbol: 'none',
+          lineStyle: {
+            color: 'rgba(231,15,130,0.5)',
+          },
+        },
+      ],
+    },
+  }
+}
+
+export function stockListColumns(idField: string = 'id', extraColumns: Array<ColumnSchema> = []) {
+  return [
+    {
+      name: 'code',
+      label: '编号',
+      width: 150,
+    },
+    {
+      name: 'name',
+      label: '简称',
+      width: 100,
+    },
+    {
+      name: 'fullname',
+      label: '全名',
+    },
+    {
+      name: 'market',
+      label: '市场',
+      width: 100,
+      align: 'center',
+      ...remoteMappings('stock_market', 'market'),
+    },
+    {
+      name: 'industry',
+      label: '行业',
+      width: 80,
+    },
+    {
+      label: '上市日期',
+      width: 100,
+      align: 'center',
+      ...date('listedDate'),
+    },
+    ...extraColumns,
+    {
+      type: 'operation',
+      label: '操作',
+      width: 100,
+      buttons: [
+        {
+          type: 'action',
+          label: '详情',
+          level: 'link',
+          actionType: 'dialog',
+          dialog: {
+            title: '股票详情',
+            size: 'full',
+            ...readOnlyDialogOptions(),
+            body: [
+              {
+                type: 'property',
+                items: [
+                  {label: '编码', content: '${code}'},
+                  {label: '名称', content: '${name}'},
+                  {label: '全名', content: '${fullname}'},
+                  {
+                    label: '市场',
+                    content: {
+                      ...remoteMappings('stock_market', 'market'),
+                      value: '${market}',
+                    },
+                  },
+                  {label: '行业', content: '${industry}'},
+                  {label: '上市日期', content: '${listedDate}'},
+                ],
+              },
+              {type: 'divider'},
+              {
+                type: 'service',
+                api: `get:${commonInfo.baseUrl}/stock/finance/\${${idField}}`,
+                body: [
+                  '资产负债表',
+                  {
+                    className: 'my-2',
+                    type: 'property',
+                    column: 4,
+                    items: [
+                      {
+                        label: financePropertyLabel(idField, '总资产', 'FINANCE', 'totalAssets'),
+                        content: '${balanceSheet.totalAssets}',
+                        span: 2,
+                      },
+                      {
+                        label: financePropertyLabel(idField, '总负债', 'FINANCE', 'totalLiabilities'),
+                        content: '${balanceSheet.totalLiabilities}',
+                        span: 2,
+                      },
+                      {
+                        label: financePropertyLabel(idField, '流动资产', 'FINANCE', 'currentAssets'),
+                        content: '${balanceSheet.currentAssets}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '流动资产占比', 'PERCENTAGE', 'currentAssetsToTotalAssetsRatio'),
+                        content: '${balanceSheet.currentAssetsRatio}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '流动负债', 'FINANCE', 'currentLiabilities'),
+                        content: '${balanceSheet.currentLiabilities}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '流动负债占比', 'PERCENTAGE', 'currentLiabilitiesToTotalAssetsRatio'),
+                        content: '${balanceSheet.currentLiabilitiesRatio}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '非流动资产', 'FINANCE', 'fixedAssets'),
+                        content: '${balanceSheet.fixedAssets}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '非流动资产占比', 'PERCENTAGE', 'fixedAssetsToTotalAssetsRatio'),
+                        content: '${balanceSheet.fixedAssetsRatio}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '非流动负债', 'FINANCE', 'longTermLiabilities'),
+                        content: '${balanceSheet.longTermLiabilities}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '非流动负债占比', 'PERCENTAGE', 'longTermLiabilitiesToTotalAssetsRatio'),
+                        content: '${balanceSheet.longTermLiabilitiesRatio}',
+                      },
+                    ],
+                  },
+                  '利润表',
+                  {
+                    className: 'my-2',
+                    type: 'property',
+                    items: [
+                      {
+                        label: financePropertyLabel(idField, '营业收入', 'FINANCE', 'operatingRevenue'),
+                        content: '${income.operatingRevenue}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '营业成本', 'FINANCE', 'operatingCost'),
+                        content: '${income.operatingCost}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '营业利润', 'FINANCE', 'operatingProfit'),
+                        content: '${income.operatingProfit}',
+                      },
+                    ],
+                  },
+                  '现金流量表',
+                  {
+                    className: 'my-2',
+                    type: 'property',
+                    items: [
+                      {
+                        label: financePropertyLabel(idField, '净利润', 'FINANCE', 'netProfit'),
+                        content: '${cashFlow.netProfit}',
+                        span: 3,
+                      },
+                      {
+                        label: financePropertyLabel(idField, '营业活动现金流量', 'FINANCE', 'cashFlowFromOperatingActivities'),
+                        content: '${cashFlow.cashFlowFromOperatingActivities}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '投资活动现金流量', 'FINANCE', 'cashFlowFromInvestingActivities'),
+                        content: '${cashFlow.cashFlowFromInvestingActivities}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '筹资活动现金流量', 'FINANCE', 'cashFlowFromFinancingActivities'),
+                        content: '${cashFlow.cashFlowFromFinancingActivities}',
+                      },
+                    ],
+                  },
+                  '财务指标',
+                  {
+                    className: 'my-2',
+                    type: 'property',
+                    column: 4,
+                    items: [
+                      {
+                        label: financePropertyLabel(idField, '流动比率', 'FINANCE', 'currentRatio'),
+                        content: '${indicate.currentRatio}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '速动比率', 'FINANCE', 'quickRatio'),
+                        content: '${indicate.quickRatio}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, 'ROE', 'FINANCE', 'returnOnEquity'),
+                        content: '${indicate.roe}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, 'ROA', 'FINANCE', 'returnOnAssets'),
+                        content: '${indicate.roa}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '应收账款周转率', 'FINANCE', 'accountsReceivableTurnover'),
+                        content: '${indicate.accountsReceivableTurnover}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '应收账款周转天数', 'DAYS', 'daysAccountsReceivableTurnover'),
+                        content: '${indicate.daysAccountsReceivableTurnover}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '存货周转率', 'FINANCE', 'inventoryTurnover'),
+                        content: '${indicate.inventoryTurnover}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '存货周转天数', 'DAYS', 'daysInventoryTurnover'),
+                        content: '${indicate.daysInventoryTurnover}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '固定资产周转率', 'FINANCE', 'fixedAssetsTurnover'),
+                        content: '${indicate.fixedAssetsTurnover}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '固定资产周转天数', 'DAYS', 'daysFixedAssetsTurnover'),
+                        content: '${indicate.daysFixedAssetsTurnover}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '总资产周转率', 'FINANCE', 'totalAssetsTurnover'),
+                        content: '${indicate.totalAssetsTurnover}',
+                      },
+                      {
+                        label: financePropertyLabel(idField, '总资产周转天数', 'DAYS', 'daysTotalAssetsTurnover'),
+                        content: '${indicate.daysTotalAssetsTurnover}',
+                      },
+                    ],
+                  },
+                ],
+              },
+              {type: 'divider'},
+              {
+                type: 'service',
+                api: `get:${commonInfo.baseUrl}/stock/daily/current/\${${idField}}`,
+                body: [
+                  "现价 (${date})",
+                  {
+                    className: 'my-2',
+                    type: 'property',
+                    column: 4,
+                    items: [
+                      {label: '开盘价', content: '${open}'},
+                      {label: '收盘价', content: '${close}'},
+                      {label: '最高价', content: '${high}'},
+                      {label: '最低价', content: '${low}'},
+                    ],
+                  },
+                ],
+              },
+              candleChart(
+                '100日线数据',
+                '后复权数据',
+                `get:${commonInfo.baseUrl}/stock/daily/\${${idField}}`,
+              ),
+              candleChart(
+                '50周线数据',
+                '后复权数据',
+                `get:${commonInfo.baseUrl}/stock/weekly/\${${idField}}`,
+              ),
+              candleChart(
+                '24月线数据',
+                '后复权数据',
+                `get:${commonInfo.baseUrl}/stock/monthly/\${${idField}}`,
+              ),
+            ],
+          },
+        },
+      ],
+    },
+  ]
+}

note.md

@@ -0,0 +1,920 @@
+利润表
+
+| 名称                        | 描述                 |
+|---------------------------|--------------------|
+| basic_eps                 | 基本每股收益             |
+| diluted_eps               | 稀释每股收益             |
+| total_revenue             | 营业总收入              |
+| revenue                   | 营业收入               |
+| int_income                | 利息收入               |
+| prem_earned               | 已赚保费               |
+| comm_income               | 手续费及佣金收入           |
+| n_commis_income           | 手续费及佣金净收入          |
+| n_oth_income              | 其他经营净收益            |
+| n_oth_b_income            | 加:其他业务净收益          |
+| prem_income               | 保险业务收入             |
+| out_prem                  | 减:分出保费             |
+| une_prem_reser            | 提取未到期责任准备金         |
+| reins_income              | 其中:分保费收入           |
+| n_sec_tb_income           | 代理买卖证券业务净收入        |
+| n_sec_uw_income           | 证券承销业务净收入          |
+| n_asset_mg_income         | 受托客户资产管理业务净收入      |
+| oth_b_income              | 其他业务收入             |
+| fv_value_chg_gain         | 加:公允价值变动净收益        |
+| invest_income             | 加:投资净收益            |
+| ass_invest_income         | 其中:对联营企业和合营企业的投资收益 |
+| forex_gain                | 加:汇兑净收益            |
+| total_cogs                | 营业总成本              |
+| oper_cost                 | 减:营业成本             |
+| int_exp                   | 减:利息支出             |
+| comm_exp                  | 减:手续费及佣金支出         |
+| biz_tax_surchg            | 减:营业税金及附加          |
+| sell_exp                  | 减:销售费用             |
+| admin_exp                 | 减:管理费用             |
+| fin_exp                   | 减:财务费用             |
+| assets_impair_loss        | 减:资产减值损失           |
+| prem_refund               | 退保金                |
+| compens_payout            | 赔付总支出              |
+| reser_insur_liab          | 提取保险责任准备金          |
+| div_payt                  | 保户红利支出             |
+| reins_exp                 | 分保费用               |
+| oper_exp                  | 营业支出               |
+| compens_payout_refu       | 减:摊回赔付支出           |
+| insur_reser_refu          | 减:摊回保险责任准备金        |
+| reins_cost_refund         | 减:摊回分保费用           |
+| other_bus_cost            | 其他业务成本             |
+| operate_profit            | 营业利润               |
+| non_oper_income           | 加:营业外收入            |
+| non_oper_exp              | 减:营业外支出            |
+| nca_disploss              | 其中:减:非流动资产处置净损失    |
+| total_profit              | 利润总额               |
+| income_tax                | 所得税费用              |
+| n_income                  | 净利润(含少数股东损益)       |
+| n_income_attr_p           | 净利润(不含少数股东损益)      |
+| minority_gain             | 少数股东损益             |
+| oth_compr_income          | 其他综合收益             |
+| t_compr_income            | 综合收益总额             |
+| compr_inc_attr_p          | 归属于母公司(或股东)的综合收益总额 |
+| compr_inc_attr_m_s        | 归属于少数股东的综合收益总额     |
+| ebit                      | 息税前利润              |
+| ebida                     | 息税折旧摊销前利润          |
+| insurance_exp             | 保险业务支出             |
+| undist_profit             | 年初未分配利润            |
+| distable_profit           | 可分配利润              |
+| rd_exp                    | 研发费用               |
+| fin_exp_int_exp           | 财务费用-利息费用          |
+| fin_exp_int_inc           | 财务费用-利息收入          |
+| transfer_surplus_rese     | 盈余公积转入             |
+| transfer_housing_imprest  | 住房周转金转入            |
+| transfer_oth              | 其他转入               |
+| adj_lossgain              | 调整以前年度损益           |
+| withdra_legal_surplus     | 提取法定盈余公积           |
+| withdra_legal_pubfund     | 提取法定公益金            |
+| withdra_biz_devfund       | 提取企业发展基金           |
+| withdra_rese_fund         | 提取储备基金             |
+| withdra_oth_ersu          | 提取任意盈余公积金          |
+| workers_welfare           | 职工奖福金              |
+| distr_profit_shrder       | 可供股东分配的利润          |
+| prfshare_payable_dvd      | 应付优先股股利            |
+| comshare_payable_dvd      | 应付普通股股利            |
+| capit_comstock_div        | 转作股本的普通股股利         |
+| net_after_nr_p_correct    | 扣除非经常性损益后的净利润（更正前） |
+| credit_impa_loss          | 信用减值损失             |
+| net_expo_hedging_benefits | 净敞口套期收益            |
+| oth_impair_loss_assets    | 其他资产减值损失           |
+| total_opcost              | 营业总成本（二）           |
+| amodcost_fin_assets       | 以摊余成本计量的金融资产终止确认收益 |
+| oth_income                | 其他收益               |
+| asset_disp_income         | 资产处置收益             |
+| continued_net_profit      | 持续经营净利润            |
+| end_net_profit            | 终止经营净利润            |
+
+现金流量表
+
+| 名称                         | 描述                        |
+|----------------------------|---------------------------|
+| net_profit                 | 净利润                       |
+| fin_exp                    | 财务费用                      |
+| c_f_sale_sg                | 销售商品、提供劳务收到的现金            |
+| recp_tax_refds             | 收到的税费返还                   |
+| n_depos_incr_f             | 客户存款和同业存放款项净增加额           |
+| n_inc_loans_oth_bank       | 拆入资金净增加额                  |
+| c_cap_incr_repur           | 回购业务资金净增加额                |
+| c_f_oth_oper_a             | 经营活动现金流入小计                |
+| c_paid_to_for_empl         | 支付给职工以及为职工支付的现金           |
+| c_paid_for_taxes           | 支付的各项税费                   |
+| n_inc_ct_loan_adv          | 存放中央银行和同业款项净增加额           |
+| n_inc_dep_cbob             | 客户贷款及垫款净增加额               |
+| c_pay_dams_ond_inco        | 支付原保险合同赔付款项的现金            |
+| pay_handling_chg           | 支付手续费及佣金的现金               |
+| oth_cashout_oper_act       | 支付其他与经营活动有关的现金            |
+| st_cashflow_act            | 经营活动产生的现金流量净额             |
+| n_inc_recp_lal_inv_act     | 收回投资收到的现金                 |
+| c_disp_without_inv_act     | 处置固定资产、无形资产和其他长期资产收回的现金净额 |
+| n_recp_return_invest       | 取得投资收益收到的现金               |
+| n_disp_dep_folla           | 处置子公司及其他营业单位收到的现金净额       |
+| stoc_inflows_inv_act       | 投资活动现金流入小计                |
+| c_paid_subs_oth_biz        | 购置固定资产、无形资产和其他长期资产支付的现金   |
+| c_paid_acq_cons_iota       | 投资支付的现金                   |
+| n_inc_disp_bedge_act       | 取得子公司及其他营业单位支付的现金净额       |
+| stoc_cashout_inv_act       | 投资活动现金流出小计                |
+| c_recp_bonds               | 质押贷款净增加额                  |
+| proc_issue_in_inc_act      | 发行债券收到的现金                 |
+| incl_dvd_profit_paid_sc_ms | 其中:子公司支付少数股东的股利、利润        |
+| oth_cashflow_fin_act       | 支付其他与筹资活动有关的现金            |
+| stoc_cashout_fin_act       | 筹资活动现金流出小计                |
+| eff_fx_flows_cash_equ      | 汇率变动对现金及现金等价物的影响          |
+| c_cash_equ_beg_period      | 期初现金及现金等价物余额              |
+| c_cash_equ_end_period      | 期末现金及现金等价物余额              |
+| incl_rec_inv_assets        | 其中:子公司吸收少数股东投资收到的现金       |
+| unconv_inv_assets          | 加:资产减值准备                  |
+| prov_fa_coga_dpba          | 固定资产折旧、油气资产折耗、生产性生物资产折旧   |
+| amort_intang_exp           | 无形资产摊销                    |
+| lt_amort_defer_exp         | 长期待摊费用摊销                  |
+| defer_defere_exp           | 处置固定资产、无形资产和其他长期资产的损失     |
+| inc_acq_expo               | 公允价值变动损失                  |
+| loss_disp_fa               | 投资损失                      |
+| loss_sc                    | 递延所得税资产减少                 |
+| invest_inc_tax_assets      | 递延所得税负债增加                 |
+| der_inc_tv                 | 存货的减少                     |
+| der_del_inventories        | 经营性应收项目的减少                |
+| inc_payable                | 经营性应付项目的增加                |
+| others                     | 其他                        |
+| im_net_cashflow_oper_act   | 经营活动产生的现金流量净额(间接法)        |
+| conv_debt_into_cap         | 债务转为资本                    |
+| conv_coponds_due_within1y  | 一年内到期的可转换公司债券             |
+| fa_in_lease                | 融资租入固定资产                  |
+| im_n_inc_cash_equ          | 现金及现金等价物净增加额(间接法)         |
+| net_dism_cash_equ          | 加:期初现金及现金等价物余额            |
+| credit_impa_loss           | 信用减值损失                    |
+| use_light_asset_dep        | 使用固定资产的折旧                 |
+| oth_end_asset              | 其他资产减值准备                  |
+| beg_bal_cash               | 减:期初现金及现金等价物余额            |
+| end_bal_cash_equ           | 加:期末现金及现金等价物余额            |
+
+资产负债表
+
+| 名称                         | 描述                       |
+|----------------------------|--------------------------|
+| total_share                | 期末总股本                    |
+| cap_rese                   | 资本公积金                    |
+| undist_profit              | 未分配利润                    |
+| surplus_rese               | 盈余公积金                    |
+| special_rese               | 专项储备                     |
+| money_cap                  | 货币资金                     |
+| trad_asset                 | 交易性金融资产                  |
+| notes_receiv               | 应收票据                     |
+| accounts_receiv            | 应收账款                     |
+| oth_receiv                 | 其他应收款                    |
+| prepayment                 | 预付款项                     |
+| div_receiv                 | 应收股利                     |
+| int_receiv                 | 应收利息                     |
+| inventories                | 存货                       |
+| amor_exp                   | 待摊费用                     |
+| nca_within_1y              | 一年内到期的非流动资产              |
+| sett_rsrv                  | 结算备付金                    |
+| loan_to_oth_bank_fi        | 拆出资金                     |
+| premium_receiv             | 应收保费                     |
+| reinsur_receiv             | 应收分保账款                   |
+| reinsur_res_receiv         | 应收分保合同准备金                |
+| pur_resale_fa              | 买入返售金融资产                 |
+| oth_cur_assets             | 其他流动资产                   |
+| total_cur_assets           | 流动资产合计                   |
+| fa_avail_for_sale          | 可供出售金融资产                 |
+| htm_invest                 | 持有至到期投资                  |
+| lt_eqt_invest              | 长期股权投资                   |
+| invest_real_estate         | 投资性房地产                   |
+| time_deposits              | 定期存款                     |
+| oth_assets                 | 其他资产                     |
+| lt_rec                     | 长期应收款                    |
+| fix_assets                 | 固定资产                     |
+| cip                        | 在建工程                     |
+| const_materials            | 工程物资                     |
+| fixed_assets_disp          | 固定资产清理                   |
+| produc_bio_assets          | 生产性生物资产                  |
+| oil_and_gas_assets         | 油气资产                     |
+| intan_assets               | 无形资产                     |
+| r_and_d                    | 研发支出                     |
+| goodwill                   | 商誉                       |
+| lt_amor_exp                | 长期待摊费用                   |
+| defer_tax_assets           | 递延所得税资产                  |
+| decr_in_disbur             | 发放贷款及垫款                  |
+| oth_nca                    | 其他非流动资产                  |
+| total_nca                  | 非流动资产合计                  |
+| cash_reser_cb              | 现金及存放中央银行款项              |
+| depos_in_oth_bfi           | 存放同业和其它金融机构款项            |
+| prec_metals                | 贵金属                      |
+| deriv_assets               | 衍生金融资产                   |
+| rr_reins_une_prem          | 应收分保未到期责任准备金             |
+| rr_reins_outstd_cla        | 应收分保未决赔款准备金              |
+| rr_reins_lins_liab         | 应收分保寿险责任准备金              |
+| rr_reins_lthins_liab       | 应收分保长期健康险责任准备金           |
+| refund_depos               | 存出保证金                    |
+| ph_pledge_loans            | 保户质押贷款                   |
+| refund_cap_depos           | 存出资本保证金                  |
+| indep_acct_assets          | 独立账户资产                   |
+| client_depos               | 其中：客户资金存款                |
+| client_prov                | 其中：客户备付金                 |
+| transac_seat_fee           | 其中：交易席位费                 |
+| invest_as_receiv           | 应收款项类投资                  |
+| total_assets               | 资产总计                     |
+| lt_borr                    | 长期借款                     |
+| st_borr                    | 短期借款                     |
+| cb_borr                    | 向中央银行借款                  |
+| depos_ib_deposits          | 吸收存款及同业存放                |
+| loan_oth_bank              | 拆入资金                     |
+| trading_fl                 | 交易性金融负债                  |
+| notes_payable              | 应付票据                     |
+| acct_payable               | 应付账款                     |
+| adv_receipts               | 预收款项                     |
+| sold_for_repur_fa          | 卖出回购金融资产款                |
+| comm_payable               | 应付手续费及佣金                 |
+| payroll_payable            | 应付职工薪酬                   |
+| taxes_payable              | 应交税费                     |
+| int_payable                | 应付利息                     |
+| div_payable                | 应付股利                     |
+| oth_payable                | 其他应付款                    |
+| acc_exp                    | 预提费用                     |
+| deferred_inc               | 递延收益                     |
+| st_bonds_payable           | 应付短期债券                   |
+| payable_to_reinsurer       | 应付分保账款                   |
+| rsv_insur_cont             | 保险合同准备金                  |
+| acting_trading_sec         | 代理买卖证券款                  |
+| acting_uw_sec              | 代理承销证券款                  |
+| non_cur_lab_due_1y         | 一年内到期的非流动负债              |
+| oth_cur_lab                | 其他流动负债                   |
+| total_cur_lab              | 流动负债合计                   |
+| bond_payable               | 应付债券                     |
+| lt_payable                 | 长期应付款                    |
+| specific_payables          | 专项应付款                    |
+| estimated_lab              | 预计负债                     |
+| defer_tax_lab              | 递延所得税负债                  |
+| defer_inc_non_cur_lab      | 递延收益-非流动负债               |
+| oth_ncl                    | 其他非流动负债                  |
+| total_ncl                  | 非流动负债合计                  |
+| depos_oth_bfi              | 同业和其它金融机构存放款项            |
+| deriv_lab                  | 衍生金融负债                   |
+| depos                      | 吸收存款                     |
+| agency_bus_lab             | 代理业务负债                   |
+| oth_lab                    | 其他负债                     |
+| prem_receiv_ava            | 预收保费                     |
+| depos_received             | 存入保证金                    |
+| pr_invest                  | 保户储金及投资款                 |
+| reser_une_prem             | 未到期责任准备金                 |
+| reser_outstd_claims        | 未决赔款准备金                  |
+| reser_lins_lab             | 寿险责任准备金                  |
+| reser_lthins_lab           | 长期健康险责任准备金               |
+| indep_acct_lab             | 独立账户负债                   |
+| pledge_borr                | 其中：质押借款                  |
+| indem_payable              | 应付赔付款                    |
+| policy_div_payable         | 应付保单红利                   |
+| total_lab                  | 负债合计                     |
+| treasury_share             | 减：库存股                    |
+| ordin_risk_reser           | 一般风险准备                   |
+| forex_differ               | 外币报表折算差额                 |
+| invest_loss_unconf         | 未确认的投资损失                 |
+| minority_int               | 少数股东权益                   |
+| total_hldr_eqy_exc_min_int | 股东权益合计(不含少数股东权益)         |
+| total_hldr_eqy_inc_min_int | 股东权益合计(含少数股东权益)          |
+| total_lab_hldr_eqy         | 负债及股东权益总计                |
+| lt_payroll_payable         | 长期应付职工薪酬                 |
+| oth_compr_income           | 其他综合收益                   |
+| oth_eq_tools               | 其他权益工具                   |
+| oth_eq_tools_p_shr         | 其他权益工具(优先股)              |
+| lending_funs               | 融出资金                     |
+| acc_receivable             | 应收款项                     |
+| st_fin_payable             | 应付短期融资款                  |
+| payables                   | 应付款项                     |
+| hfs_assets                 | 持有待售的资产                  |
+| hfs_sales                  | 持有待售的负债                  |
+| cost_fin_assets            | 以摊余成本计量的金融资产             |
+| fair_value_fin_assets      | 以公允价值计量且其变动计入其他综合收益的金融资产 |
+| cip_total                  | 在建工程(合计)(元)              |
+| oth_pay_total              | 其他应付款(合计)(元)             |
+| long_pay_total             | 长期应付款(合计)(元)             |
+| debt_invest                | 债权投资(元)                  |
+| oth_debt_invest            | 其他债权投资(元)                |
+| oth_eq_invest              | 其他权益工具投资(元)              |
+| oth_illi_fin_assets        | 其他非流动金融资产(元)             |
+| oth_eq_pbond               | 其他权益工具-永续债(元)            |
+| receiv_financing           | 应收款项类投资                  |
+| use_right_assets           | 使用权资产                    |
+| lease_lab                  | 租赁负债                     |
+| contract_assets            | 合同资产                     |
+| contract_lab               | 合同负债                     |
+| accounts_receiv_bill       | 应收票据及应收账款                |
+| accounts_pay_bill          | 应付票据及应付账款                |
+| oth_rcv_total              | 其他应收款(合计)(元)             |
+| fix_assets_total           | 固定资产(合计)(元)              |
+
+```java
+/**
+ * 利润表
+ */
+public class Income {
+  @Comment("原始名称：basic_eps，描述：基本每股收益")
+  private Double basicEarningsPerShare;
+  @Comment("原始名称：diluted_eps，描述：稀释每股收益")
+  private Double dilutedEarningsPerShare;
+  @Comment("原始名称：total_revenue，描述：营业总收入")
+  private Double totalOperatingRevenue;
+  @Comment("原始名称：revenue，描述：营业收入")
+  private Double operatingRevenue;
+  @Comment("原始名称：int_income，描述：利息收入")
+  private Double interestIncome;
+  @Comment("原始名称：prem_earned，描述：已赚保费")
+  private Double earnedPremium;
+  @Comment("原始名称：comm_income，描述：手续费及佣金收入")
+  private Double commissionIncome;
+  @Comment("原始名称：n_commis_income，描述：手续费及佣金净收入")
+  private Double netCommissionIncome;
+  @Comment("原始名称：n_oth_income，描述：其他经营净收益")
+  private Double netOtherOperatingIncome;
+  @Comment("原始名称：n_oth_b_income，描述：加:其他业务净收益")
+  private Double addNetOtherBusinessIncome;
+  @Comment("原始名称：prem_income，描述：保险业务收入")
+  private Double insuranceBusinessIncome;
+  @Comment("原始名称：out_prem，描述：减:分出保费")
+  private Double lessCededPremium;
+  @Comment("原始名称：une_prem_reser，描述：提取未到期责任准备金")
+  private Double unearnedPremiumReserveWithdrawn;
+  @Comment("原始名称：reins_income，描述：其中:分保费收入")
+  private Double reinsurancePremiumIncome;
+  @Comment("原始名称：n_sec_tb_income，描述：代理买卖证券业务净收入")
+  private Double netIncomeFromSecuritiesAgencyTrading;
+  @Comment("原始名称：n_sec_uw_income，描述：证券承销业务净收入")
+  private Double netIncomeFromSecuritiesUnderwriting;
+  @Comment("原始名称：n_asset_mg_income，描述：受托客户资产管理业务净收入")
+  private Double netIncomeFromClientAssetManagement;
+  @Comment("原始名称：oth_b_income，描述：其他业务收入")
+  private Double otherBusinessIncome;
+  @Comment("原始名称：fv_value_chg_gain，描述：加:公允价值变动净收益")
+  private Double addNetFairValueChangeGain;
+  @Comment("原始名称：invest_income，描述：加:投资净收益")
+  private Double addNetInvestmentIncome;
+  @Comment("原始名称：ass_invest_income，描述：其中:对联营企业和合营企业的投资收益")
+  private Double investmentIncomeFromAssociatesAndJointVentures;
+  @Comment("原始名称：forex_gain，描述：加:汇兑净收益")
+  private Double addNetForeignExchangeGain;
+  @Comment("原始名称：total_cogs，描述：营业总成本")
+  private Double totalOperatingCost;
+  @Comment("原始名称：oper_cost，描述：减:营业成本")
+  private Double lessOperatingCost;
+  @Comment("原始名称：int_exp，描述：减:利息支出")
+  private Double lessInterestExpense;
+  @Comment("原始名称：comm_exp，描述：减:手续费及佣金支出")
+  private Double lessCommissionExpense;
+  @Comment("原始名称：biz_tax_surchg，描述：减:营业税金及附加")
+  private Double lessBusinessTaxAndSurcharges;
+  @Comment("原始名称：sell_exp，描述：减:销售费用")
+  private Double lessSellingExpense;
+  @Comment("原始名称：admin_exp，描述：减:管理费用")
+  private Double lessAdministrativeExpense;
+  @Comment("原始名称：fin_exp，描述：减:财务费用")
+  private Double lessFinancialExpense;
+  @Comment("原始名称：assets_impair_loss，描述：减:资产减值损失")
+  private Double lessAssetImpairmentLoss;
+  @Comment("原始名称：prem_refund，描述：退保金")
+  private Double premiumRefund;
+  @Comment("原始名称：compens_payout，描述：赔付总支出")
+  private Double totalCompensationPayout;
+  @Comment("原始名称：reser_insur_liab，描述：提取保险责任准备金")
+  private Double insuranceLiabilityReserveWithdrawn;
+  @Comment("原始名称：div_payt，描述：保户红利支出")
+  private Double policyholderDividendPayout;
+  @Comment("原始名称：reins_exp，描述：分保费用")
+  private Double reinsuranceExpense;
+  @Comment("原始名称：oper_exp，描述：营业支出")
+  private Double operatingExpense;
+  @Comment("原始名称：compens_payout_refu，描述：减:摊回赔付支出")
+  private Double lessRecoveredCompensationPayout;
+  @Comment("原始名称：insur_reser_refu，描述：减:摊回保险责任准备金")
+  private Double lessRecoveredInsuranceLiabilityReserve;
+  @Comment("原始名称：reins_cost_refund，描述：减:摊回分保费用")
+  private Double lessRecoveredReinsuranceCost;
+  @Comment("原始名称：other_bus_cost，描述：其他业务成本")
+  private Double otherBusinessCost;
+  @Comment("原始名称：operate_profit，描述：营业利润")
+  private Double operatingProfit;
+  @Comment("原始名称：non_oper_income，描述：加:营业外收入")
+  private Double addNonOperatingIncome;
+  @Comment("原始名称：non_oper_exp，描述：减:营业外支出")
+  private Double lessNonOperatingExpense;
+  @Comment("原始名称：nca_disploss，描述：其中:减:非流动资产处置净损失")
+  private Double lessNetLossOnDisposalOfNonCurrentAssets;
+  @Comment("原始名称：total_profit，描述：利润总额")
+  private Double totalProfit;
+  @Comment("原始名称：income_tax，描述：所得税费用")
+  private Double incomeTaxExpense;
+  @Comment("原始名称：n_income，描述：净利润(含少数股东损益)")
+  private Double netProfitIncludingMinorityInterest;
+  @Comment("原始名称：n_income_attr_p，描述：净利润(不含少数股东损益)")
+  private Double netProfitExcludingMinorityInterest;
+  @Comment("原始名称：minority_gain，描述：少数股东损益")
+  private Double minorityInterestGain;
+  @Comment("原始名称：oth_compr_income，描述：其他综合收益")
+  private Double otherComprehensiveIncome;
+  @Comment("原始名称：t_compr_income，描述：综合收益总额")
+  private Double totalComprehensiveIncome;
+  @Comment("原始名称：compr_inc_attr_p，描述：归属于母公司(或股东)的综合收益总额")
+  private Double comprehensiveIncomeAttributableToParent;
+  @Comment("原始名称：compr_inc_attr_m_s，描述：归属于少数股东的综合收益总额")
+  private Double comprehensiveIncomeAttributableToMinorityShareholders;
+  @Comment("原始名称：ebit，描述：息税前利润")
+  private Double earningsBeforeInterestAndTax;
+  @Comment("原始名称：ebida，描述：息税折旧摊销前利润")
+  private Double earningsBeforeInterestTaxDepreciationAndAmortization;
+  @Comment("原始名称：insurance_exp，描述：保险业务支出")
+  private Double insuranceBusinessExpense;
+  @Comment("原始名称：undist_profit，描述：年初未分配利润")
+  private Double beginningUndistributedProfit;
+  @Comment("原始名称：distable_profit，描述：可分配利润")
+  private Double distributableProfit;
+  @Comment("原始名称：rd_exp，描述：研发费用")
+  private Double researchAndDevelopmentExpense;
+  @Comment("原始名称：fin_exp_int_exp，描述：财务费用-利息费用")
+  private Double financialExpenseInterestExpense;
+  @Comment("原始名称：fin_exp_int_inc，描述：财务费用-利息收入")
+  private Double financialExpenseInterestIncome;
+  @Comment("原始名称：transfer_surplus_rese，描述：盈余公积转入")
+  private Double transferFromSurplusReserve;
+  @Comment("原始名称：transfer_housing_imprest，描述：住房周转金转入")
+  private Double transferFromHousingRevolvingFund;
+  @Comment("原始名称：transfer_oth，描述：其他转入")
+  private Double otherTransfersIn;
+  @Comment("原始名称：adj_lossgain，描述：调整以前年度损益")
+  private Double priorYearProfitOrLossAdjustment;
+  @Comment("原始名称：withdra_legal_surplus，描述：提取法定盈余公积")
+  private Double legalSurplusReserveWithdrawn;
+  @Comment("原始名称：withdra_legal_pubfund，描述：提取法定公益金")
+  private Double legalPublicWelfareFundWithdrawn;
+  @Comment("原始名称：withdra_biz_devfund，描述：提取企业发展基金")
+  private Double enterpriseDevelopmentFundWithdrawn;
+  @Comment("原始名称：withdra_rese_fund，描述：提取储备基金")
+  private Double reserveFundWithdrawn;
+  @Comment("原始名称：withdra_oth_ersu，描述：提取任意盈余公积金")
+  private Double discretionarySurplusReserveWithdrawn;
+  @Comment("原始名称：workers_welfare，描述：职工奖福金")
+  private Double staffBonusAndWelfareFund;
+  @Comment("原始名称：distr_profit_shrder，描述：可供股东分配的利润")
+  private Double profitAvailableForShareholdersDistribution;
+  @Comment("原始名称：prfshare_payable_dvd，描述：应付优先股股利")
+  private Double preferredStockDividendPayable;
+  @Comment("原始名称：comshare_payable_dvd，描述：应付普通股股利")
+  private Double commonStockDividendPayable;
+  @Comment("原始名称：capit_comstock_div，描述：转作股本的普通股股利")
+  private Double commonStockDividendConvertedToCapital;
+  @Comment("原始名称：net_after_nr_p_correct，描述：扣除非经常性损益后的净利润（更正前）")
+  private Double netProfitAfterNonRecurringItemsBeforeCorrection;
+  @Comment("原始名称：credit_impa_loss，描述：信用减值损失")
+  private Double creditImpairmentLoss;
+  @Comment("原始名称：net_expo_hedging_benefits，描述：净敞口套期收益")
+  private Double netExposureHedgingGains;
+  @Comment("原始名称：oth_impair_loss_assets，描述：其他资产减值损失")
+  private Double otherAssetImpairmentLosses;
+  @Comment("原始名称：total_opcost，描述：营业总成本（二）")
+  private Double totalOperatingCost2;
+  @Comment("原始名称：amodcost_fin_assets，描述：以摊余成本计量的金融资产终止确认收益")
+  private Double gainOnDerecognitionOfAmortizedCostFinancialAssets;
+  @Comment("原始名称：oth_income，描述：其他收益")
+  private Double otherGains;
+  @Comment("原始名称：asset_disp_income，描述：资产处置收益")
+  private Double assetDisposalGains;
+  @Comment("原始名称：continued_net_profit，描述：持续经营净利润")
+  private Double netProfitFromContinuingOperations;
+  @Comment("原始名称：end_net_profit，描述：终止经营净利润")
+  private Double netProfitFromDiscontinuedOperations;
+}
+```
+
+```java
+/**
+ * 现金流量表实体类
+ */
+public class CashFlow {
+  @Comment("原始名称：net_profit，描述：净利润")
+  private Double netProfit;
+  @Comment("原始名称：fin_exp，描述：财务费用")
+  private Double financialExpense;
+  @Comment("原始名称：c_f_sale_sg，描述：销售商品、提供劳务收到的现金")
+  private Double cashReceivedFromSalesAndServices;
+  @Comment("原始名称：recp_tax_refds，描述：收到的税费返还")
+  private Double taxRefundsReceived;
+  @Comment("原始名称：n_depos_incr_f，描述：客户存款和同业存放款项净增加额")
+  private Double netIncreaseInCustomerDepositsAndInterbankPlacements;
+  @Comment("原始名称：n_inc_loans_oth_bank，描述：拆入资金净增加额")
+  private Double netIncreaseInInterbankBorrowings;
+  @Comment("原始名称：c_cap_incr_repur，描述：回购业务资金净增加额")
+  private Double netIncreaseInRepurchaseAgreementFunds;
+  @Comment("原始名称：c_f_oth_oper_a，描述：经营活动现金流入小计")
+  private Double subtotalOfCashInflowsFromOperatingActivities;
+  @Comment("原始名称：c_paid_to_for_empl，描述：支付给职工以及为职工支付的现金")
+  private Double cashPaidToAndForEmployees;
+  @Comment("原始名称：c_paid_for_taxes，描述：支付的各项税费")
+  private Double cashPaidForVariousTaxes;
+  @Comment("原始名称：n_inc_ct_loan_adv，描述：存放中央银行和同业款项净增加额")
+  private Double netIncreaseInDepositsWithCentralBankAndInterbank;
+  @Comment("原始名称：n_inc_dep_cbob，描述：客户贷款及垫款净增加额")
+  private Double netIncreaseInCustomerLoansAndAdvances;
+  @Comment("原始名称：c_pay_dams_ond_inco，描述：支付原保险合同赔付款项的现金")
+  private Double cashPaidForOriginalInsuranceClaims;
+  @Comment("原始名称：pay_handling_chg，描述：支付手续费及佣金的现金")
+  private Double cashPaidForHandlingFeesAndCommissions;
+  @Comment("原始名称：oth_cashout_oper_act，描述：支付其他与经营活动有关的现金")
+  private Double otherCashPaymentsRelatedToOperatingActivities;
+  @Comment("原始名称：st_cashflow_act，描述：经营活动产生的现金流量净额")
+  private Double netCashFlowFromOperatingActivities;
+  @Comment("原始名称：n_inc_recp_lal_inv_act，描述：收回投资收到的现金")
+  private Double cashReceivedFromInvestmentRecovery;
+  @Comment("原始名称：c_disp_without_inv_act，描述：处置固定资产、无形资产和其他长期资产收回的现金净额")
+  private Double netCashReceivedFromDisposalOfFixedIntangibleAndOtherLongTermAssets;
+  @Comment("原始名称：n_recp_return_invest，描述：取得投资收益收到的现金")
+  private Double cashReceivedFromInvestmentIncome;
+  @Comment("原始名称：n_disp_dep_folla，描述：处置子公司及其他营业单位收到的现金净额")
+  private Double netCashReceivedFromDisposalOfSubsidiariesAndOtherBusinessUnits;
+  @Comment("原始名称：stoc_inflows_inv_act，描述：投资活动现金流入小计")
+  private Double subtotalOfCashInflowsFromInvestingActivities;
+  @Comment("原始名称：c_paid_subs_oth_biz，描述：购置固定资产、无形资产和其他长期资产支付的现金")
+  private Double cashPaidForAcquisitionOfFixedIntangibleAndOtherLongTermAssets;
+  @Comment("原始名称：c_paid_acq_cons_iota，描述：投资支付的现金")
+  private Double cashPaidForInvestments;
+  @Comment("原始名称：n_inc_disp_bedge_act，描述：取得子公司及其他营业单位支付的现金净额")
+  private Double netCashPaidForAcquisitionOfSubsidiariesAndOtherBusinessUnits;
+  @Comment("原始名称：stoc_cashout_inv_act，描述：投资活动现金流出小计")
+  private Double subtotalOfCashOutflowsFromInvestingActivities;
+  @Comment("原始名称：c_recp_bonds，描述：质押贷款净增加额")
+  private Double netIncreaseInPledgedLoans;
+  @Comment("原始名称：proc_issue_in_inc_act，描述：发行债券收到的现金")
+  private Double cashReceivedFromBondIssuance;
+  @Comment("原始名称：incl_dvd_profit_paid_sc_ms，描述：其中:子公司支付少数股东的股利、利润")
+  private Double dividendsAndProfitsPaidToMinorityShareholdersBySubsidiaries;
+  @Comment("原始名称：oth_cashflow_fin_act，描述：支付其他与筹资活动有关的现金")
+  private Double otherCashPaymentsRelatedToFinancingActivities;
+  @Comment("原始名称：stoc_cashout_fin_act，描述：筹资活动现金流出小计")
+  private Double subtotalOfCashOutflowsFromFinancingActivities;
+  @Comment("原始名称：eff_fx_flows_cash_equ，描述：汇率变动对现金及现金等价物的影响")
+  private Double effectOfExchangeRateChangesOnCashAndCashEquivalents;
+  @Comment("原始名称：c_cash_equ_beg_period，描述：期初现金及现金等价物余额")
+  private Double beginningBalanceOfCashAndCashEquivalents;
+  @Comment("原始名称：c_cash_equ_end_period，描述：期末现金及现金等价物余额")
+  private Double endingBalanceOfCashAndCashEquivalents;
+  @Comment("原始名称：incl_rec_inv_assets，描述：其中:子公司吸收少数股东投资收到的现金")
+  private Double cashReceivedBySubsidiariesFromMinorityShareholdersInvestment;
+  @Comment("原始名称：unconv_inv_assets，描述：加:资产减值准备")
+  private Double addAssetImpairmentProvisions;
+  @Comment("原始名称：prov_fa_coga_dpba，描述：固定资产折旧、油气资产折耗、生产性生物资产折旧")
+  private Double depreciationOfFixedAssetsDepletionOfOilAndGasAssetsDepreciationOfProductiveBiologicalAssets;
+  @Comment("原始名称：amort_intang_exp，描述：无形资产摊销")
+  private Double amortizationOfIntangibleAssets;
+  @Comment("原始名称：lt_amort_defer_exp，描述：长期待摊费用摊销")
+  private Double amortizationOfLongTermDeferredExpenses;
+  @Comment("原始名称：defer_defere_exp，描述：处置固定资产、无形资产和其他长期资产的损失")
+  private Double lossOnDisposalOfFixedIntangibleAndOtherLongTermAssets;
+  @Comment("原始名称：inc_acq_expo，描述：公允价值变动损失")
+  private Double fairValueChangeLoss;
+  @Comment("原始名称：loss_disp_fa，描述：投资损失")
+  private Double investmentLoss;
+  @Comment("原始名称：loss_sc，描述：递延所得税资产减少")
+  private Double decreaseInDeferredTaxAssets;
+  @Comment("原始名称：invest_inc_tax_assets，描述：递延所得税负债增加")
+  private Double increaseInDeferredTaxLiabilities;
+  @Comment("原始名称：der_inc_tv，描述：存货的减少")
+  private Double decreaseInInventories;
+  @Comment("原始名称：der_del_inventories，描述：经营性应收项目的减少")
+  private Double decreaseInOperatingReceivables;
+  @Comment("原始名称：inc_payable，描述：经营性应付项目的增加")
+  private Double increaseInOperatingPayables;
+  @Comment("原始名称：others，描述：其他")
+  private Double others;
+  @Comment("原始名称：im_net_cashflow_oper_act，描述：经营活动产生的现金流量净额(间接法)")
+  private Double netCashFlowFromOperatingActivitiesIndirectMethod;
+  @Comment("原始名称：conv_debt_into_cap，描述：债务转为资本")
+  private Double conversionOfDebtToCapital;
+  @Comment("原始名称：conv_coponds_due_within1y，描述：一年内到期的可转换公司债券")
+  private Double convertibleBondsDueWithinOneYear;
+  @Comment("原始名称：fa_in_lease，描述：融资租入固定资产")
+  private Double fixedAssetsAcquiredUnderFinanceLeases;
+  @Comment("原始名称：im_n_inc_cash_equ，描述：现金及现金等价物净增加额(间接法)")
+  private Double netIncreaseInCashAndCashEquivalentsIndirectMethod;
+  @Comment("原始名称：net_dism_cash_equ，描述：加:期初现金及现金等价物余额")
+  private Double addBeginningBalanceOfCashAndCashEquivalents;
+  @Comment("原始名称：credit_impa_loss，描述：信用减值损失")
+  private Double creditImpairmentLoss;
+  @Comment("原始名称：use_light_asset_dep，描述：使用固定资产的折旧")
+  private Double depreciationOfUsedFixedAssets;
+  @Comment("原始名称：oth_end_asset，描述：其他资产减值准备")
+  private Double otherAssetImpairmentProvisions;
+  @Comment("原始名称：beg_bal_cash，描述：减:期初现金及现金等价物余额")
+  private Double lessBeginningBalanceOfCashAndCashEquivalents;
+  @Comment("原始名称：end_bal_cash_equ，描述：加:期末现金及现金等价物余额")
+  private Double addEndingBalanceOfCashAndCashEquivalents;
+}
+```
+
+```java
+/**
+ * 资产负债表实体类
+ */
+public class BalanceSheet {
+  @Comment("原始名称：total_share，描述：期末总股本")
+  private Double endingTotalShares;
+  @Comment("原始名称：cap_rese，描述：资本公积金")
+  private Double capitalSurplus;
+  @Comment("原始名称：undist_profit，描述：未分配利润")
+  private Double undistributedProfit;
+  @Comment("原始名称：surplus_rese，描述：盈余公积金")
+  private Double surplusReserve;
+  @Comment("原始名称：special_rese，描述：专项储备")
+  private Double specialReserve;
+  @Comment("原始名称：money_cap，描述：货币资金")
+  private Double monetaryFunds;
+  @Comment("原始名称：trad_asset，描述：交易性金融资产")
+  private Double tradingFinancialAssets;
+  @Comment("原始名称：notes_receiv，描述：应收票据")
+  private Double notesReceivable;
+  @Comment("原始名称：accounts_receiv，描述：应收账款")
+  private Double accountsReceivable;
+  @Comment("原始名称：oth_receiv，描述：其他应收款")
+  private Double otherReceivables;
+  @Comment("原始名称：prepayment，描述：预付款项")
+  private Double prepayments;
+  @Comment("原始名称：div_receiv，描述：应收股利")
+  private Double dividendsReceivable;
+  @Comment("原始名称：int_receiv，描述：应收利息")
+  private Double interestReceivable;
+  @Comment("原始名称：inventories，描述：存货")
+  private Double inventories;
+  @Comment("原始名称：amor_exp，描述：待摊费用")
+  private Double deferredExpenses;
+  @Comment("原始名称：nca_within_1y，描述：一年内到期的非流动资产")
+  private Double nonCurrentAssetsDueWithinOneYear;
+  @Comment("原始名称：sett_rsrv，描述：结算备付金")
+  private Double settlementReserves;
+  @Comment("原始名称：loan_to_oth_bank_fi，描述：拆出资金")
+  private Double fundsLentToOtherBanksAndFinancialInstitutions;
+  @Comment("原始名称：premium_receiv，描述：应收保费")
+  private Double premiumsReceivable;
+  @Comment("原始名称：reinsur_receiv，描述：应收分保账款")
+  private Double reinsuranceReceivables;
+  @Comment("原始名称：reinsur_res_receiv，描述：应收分保合同准备金")
+  private Double reinsuranceContractReservesReceivable;
+  @Comment("原始名称：pur_resale_fa，描述：买入返售金融资产")
+  private Double financialAssetsPurchasedUnderResaleAgreements;
+  @Comment("原始名称：oth_cur_assets，描述：其他流动资产")
+  private Double otherCurrentAssets;
+  @Comment("原始名称：total_cur_assets，描述：流动资产合计")
+  private Double totalCurrentAssets;
+  @Comment("原始名称：fa_avail_for_sale，描述：可供出售金融资产")
+  private Double availableForSaleFinancialAssets;
+  @Comment("原始名称：htm_invest，描述：持有至到期投资")
+  private Double heldToMaturityInvestments;
+  @Comment("原始名称：lt_eqt_invest，描述：长期股权投资")
+  private Double longTermEquityInvestments;
+  @Comment("原始名称：invest_real_estate，描述：投资性房地产")
+  private Double investmentProperty;
+  @Comment("原始名称：time_deposits，描述：定期存款")
+  private Double timeDeposits;
+  @Comment("原始名称：oth_assets，描述：其他资产")
+  private Double otherAssets;
+  @Comment("原始名称：lt_rec，描述：长期应收款")
+  private Double longTermReceivables;
+  @Comment("原始名称：fix_assets，描述：固定资产")
+  private Double fixedAssets;
+  @Comment("原始名称：cip，描述：在建工程")
+  private Double constructionInProgress;
+  @Comment("原始名称：const_materials，描述：工程物资")
+  private Double constructionMaterials;
+  @Comment("原始名称：fixed_assets_disp，描述：固定资产清理")
+  private Double fixedAssetsToBeDisposed;
+  @Comment("原始名称：produc_bio_assets，描述：生产性生物资产")
+  private Double productiveBiologicalAssets;
+  @Comment("原始名称：oil_and_gas_assets，描述：油气资产")
+  private Double oilAndGasAssets;
+  @Comment("原始名称：intan_assets，描述：无形资产")
+  private Double intangibleAssets;
+  @Comment("原始名称：r_and_d，描述：研发支出")
+  private Double researchAndDevelopmentExpenditures;
+  @Comment("原始名称：goodwill，描述：商誉")
+  private Double goodwill;
+  @Comment("原始名称：lt_amor_exp，描述：长期待摊费用")
+  private Double longTermDeferredExpenses;
+  @Comment("原始名称：defer_tax_assets，描述：递延所得税资产")
+  private Double deferredTaxAssets;
+  @Comment("原始名称：decr_in_disbur，描述：发放贷款及垫款")
+  private Double loansAndAdvancesGranted;
+  @Comment("原始名称：oth_nca，描述：其他非流动资产")
+  private Double otherNonCurrentAssets;
+  @Comment("原始名称：total_nca，描述：非流动资产合计")
+  private Double totalNonCurrentAssets;
+  @Comment("原始名称：cash_reser_cb，描述：现金及存放中央银行款项")
+  private Double cashAndDepositsWithCentralBank;
+  @Comment("原始名称：depos_in_oth_bfi，描述：存放同业和其它金融机构款项")
+  private Double depositsWithOtherBanksAndFinancialInstitutions;
+  @Comment("原始名称：prec_metals，描述：贵金属")
+  private Double preciousMetals;
+  @Comment("原始名称：deriv_assets，描述：衍生金融资产")
+  private Double derivativeFinancialAssets;
+  @Comment("原始名称：rr_reins_une_prem，描述：应收分保未到期责任准备金")
+  private Double reinsuranceUnearnedPremiumReservesReceivable;
+  @Comment("原始名称：rr_reins_outstd_cla，描述：应收分保未决赔款准备金")
+  private Double reinsuranceOutstandingClaimsReservesReceivable;
+  @Comment("原始名称：rr_reins_lins_liab，描述：应收分保寿险责任准备金")
+  private Double reinsuranceLifeInsuranceLiabilityReservesReceivable;
+  @Comment("原始名称：rr_reins_lthins_liab，描述：应收分保长期健康险责任准备金")
+  private Double reinsuranceLongTermHealthInsuranceLiabilityReservesReceivable;
+  @Comment("原始名称：refund_depos，描述：存出保证金")
+  private Double depositsReceivedInAdvance;
+  @Comment("原始名称：ph_pledge_loans，描述：保户质押贷款")
+  private Double policyholderPledgedLoans;
+  @Comment("原始名称：refund_cap_depos，描述：存出资本保证金")
+  private Double capitalMarginDeposited;
+  @Comment("原始名称：indep_acct_assets，描述：独立账户资产")
+  private Double independentAccountAssets;
+  @Comment("原始名称：client_depos，描述：其中：客户资金存款")
+  private Double clientFundDeposits;
+  @Comment("原始名称：client_prov，描述：其中：客户备付金")
+  private Double clientReserves;
+  @Comment("原始名称：transac_seat_fee，描述：其中：交易席位费")
+  private Double tradingSeatFees;
+  @Comment("原始名称：invest_as_receiv，描述：应收款项类投资")
+  private Double receivableTypeInvestments;
+  @Comment("原始名称：total_assets，描述：资产总计")
+  private Double totalAssets;
+  @Comment("原始名称：lt_borr，描述：长期借款")
+  private Double longTermBorrowings;
+  @Comment("原始名称：st_borr，描述：短期借款")
+  private Double shortTermBorrowings;
+  @Comment("原始名称：cb_borr，描述：向中央银行借款")
+  private Double borrowingsFromCentralBank;
+  @Comment("原始名称：depos_ib_deposits，描述：吸收存款及同业存放")
+  private Double depositsAbsorbedAndInterbankPlacements;
+  @Comment("原始名称：loan_oth_bank，描述：拆入资金")
+  private Double fundsBorrowedFromOtherBanks;
+  @Comment("原始名称：trading_fl，描述：交易性金融负债")
+  private Double tradingFinancialLiabilities;
+  @Comment("原始名称：notes_payable，描述：应付票据")
+  private Double notesPayable;
+  @Comment("原始名称：acct_payable，描述：应付账款")
+  private Double accountsPayable;
+  @Comment("原始名称：adv_receipts，描述：预收款项")
+  private Double advancesReceived;
+  @Comment("原始名称：sold_for_repur_fa，描述：卖出回购金融资产款")
+  private Double proceedsFromFinancialAssetsSoldUnderRepurchaseAgreements;
+  @Comment("原始名称：comm_payable，描述：应付手续费及佣金")
+  private Double handlingFeesAndCommissionsPayable;
+  @Comment("原始名称：payroll_payable，描述：应付职工薪酬")
+  private Double employeeBenefitsPayable;
+  @Comment("原始名称：taxes_payable，描述：应交税费")
+  private Double taxesPayable;
+  @Comment("原始名称：int_payable，描述：应付利息")
+  private Double interestPayable;
+  @Comment("原始名称：div_payable，描述：应付股利")
+  private Double dividendsPayable;
+  @Comment("原始名称：oth_payable，描述：其他应付款")
+  private Double otherPayables;
+  @Comment("原始名称：acc_exp，描述：预提费用")
+  private Double accruedExpenses;
+  @Comment("原始名称：deferred_inc，描述：递延收益")
+  private Double deferredRevenue;
+  @Comment("原始名称：st_bonds_payable，描述：应付短期债券")
+  private Double shortTermBondsPayable;
+  @Comment("原始名称：payable_to_reinsurer，描述：应付分保账款")
+  private Double reinsurancePayables;
+  @Comment("原始名称：rsv_insur_cont，描述：保险合同准备金")
+  private Double insuranceContractReserves;
+  @Comment("原始名称：acting_trading_sec，描述：代理买卖证券款")
+  private Double fundsForSecuritiesAgencyTrading;
+  @Comment("原始名称：acting_uw_sec，描述：代理承销证券款")
+  private Double fundsForSecuritiesAgencyUnderwriting;
+  @Comment("原始名称：non_cur_lab_due_1y，描述：一年内到期的非流动负债")
+  private Double nonCurrentLiabilitiesDueWithinOneYear;
+  @Comment("原始名称：oth_cur_lab，描述：其他流动负债")
+  private Double otherCurrentLiabilities;
+  @Comment("原始名称：total_cur_lab，描述：流动负债合计")
+  private Double totalCurrentLiabilities;
+  @Comment("原始名称：bond_payable，描述：应付债券")
+  private Double bondsPayable;
+  @Comment("原始名称：lt_payable，描述：长期应付款")
+  private Double longTermPayables;
+  @Comment("原始名称：specific_payables，描述：专项应付款")
+  private Double specificPayables;
+  @Comment("原始名称：estimated_lab，描述：预计负债")
+  private Double estimatedLiabilities;
+  @Comment("原始名称：defer_tax_lab，描述：递延所得税负债")
+  private Double deferredTaxLiabilities;
+  @Comment("原始名称：defer_inc_non_cur_lab，描述：递延收益-非流动负债")
+  private Double deferredRevenueNonCurrentLiabilities;
+  @Comment("原始名称：oth_ncl，描述：其他非流动负债")
+  private Double otherNonCurrentLiabilities;
+  @Comment("原始名称：total_ncl，描述：非流动负债合计")
+  private Double totalNonCurrentLiabilities;
+  @Comment("原始名称：depos_oth_bfi，描述：同业和其它金融机构存放款项")
+  private Double depositsFromOtherBanksAndFinancialInstitutions;
+  @Comment("原始名称：deriv_lab，描述：衍生金融负债")
+  private Double derivativeFinancialLiabilities;
+  @Comment("原始名称：depos，描述：吸收存款")
+  private Double depositsAbsorbed;
+  @Comment("原始名称：agency_bus_lab，描述：代理业务负债")
+  private Double agencyBusinessLiabilities;
+  @Comment("原始名称：oth_lab，描述：其他负债")
+  private Double otherLiabilities;
+  @Comment("原始名称：prem_receiv_ava，描述：预收保费")
+  private Double premiumsReceivedInAdvance;
+  @Comment("原始名称：depos_received，描述：存入保证金")
+  private Double depositsReceived;
+  @Comment("原始名称：pr_invest，描述：保户储金及投资款")
+  private Double policyholderDepositsAndInvestmentFunds;
+  @Comment("原始名称：reser_une_prem，描述：未到期责任准备金")
+  private Double unearnedPremiumReserves;
+  @Comment("原始名称：reser_outstd_claims，描述：未决赔款准备金")
+  private Double outstandingClaimsReserves;
+  @Comment("原始名称：reser_lins_lab，描述：寿险责任准备金")
+  private Double lifeInsuranceLiabilityReserves;
+  @Comment("原始名称：reser_lthins_lab，描述：长期健康险责任准备金")
+  private Double longTermHealthInsuranceLiabilityReserves;
+  @Comment("原始名称：indep_acct_lab，描述：独立账户负债")
+  private Double independentAccountLiabilities;
+  @Comment("原始名称：pledge_borr，描述：其中：质押借款")
+  private Double pledgedBorrowings;
+  @Comment("原始名称：indem_payable，描述：应付赔付款")
+  private Double indemnitiesPayable;
+  @Comment("原始名称：policy_div_payable，描述：应付保单红利")
+  private Double policyDividendsPayable;
+  @Comment("原始名称：total_lab，描述：负债合计")
+  private Double totalLiabilities;
+  @Comment("原始名称：treasury_share，描述：减：库存股")
+  private Double lessTreasuryShares;
+  @Comment("原始名称：ordin_risk_reser，描述：一般风险准备")
+  private Double generalRiskReserve;
+  @Comment("原始名称：forex_differ，描述：外币报表折算差额")
+  private Double foreignCurrencyStatementTranslationDifference;
+  @Comment("原始名称：invest_loss_unconf，描述：未确认的投资损失")
+  private Double unrecognizedInvestmentLosses;
+  @Comment("原始名称：minority_int，描述：少数股东权益")
+  private Double minorityInterest;
+  @Comment("原始名称：total_hldr_eqy_exc_min_int，描述：股东权益合计(不含少数股东权益)")
+  private Double totalShareholdersEquityExcludingMinorityInterest;
+  @Comment("原始名称：total_hldr_eqy_inc_min_int，描述：股东权益合计(含少数股东权益)")
+  private Double totalShareholdersEquityIncludingMinorityInterest;
+  @Comment("原始名称：total_lab_hldr_eqy，描述：负债及股东权益总计")
+  private Double totalLiabilitiesAndShareholdersEquity;
+  @Comment("原始名称：lt_payroll_payable，描述：长期应付职工薪酬")
+  private Double longTermEmployeeBenefitsPayable;
+  @Comment("原始名称：oth_compr_income，描述：其他综合收益")
+  private Double otherComprehensiveIncome;
+  @Comment("原始名称：oth_eq_tools，描述：其他权益工具")
+  private Double otherEquityInstruments;
+  @Comment("原始名称：oth_eq_tools_p_shr，描述：其他权益工具(优先股)")
+  private Double otherEquityInstrumentsPreferredShares;
+  @Comment("原始名称：lending_funs，描述：融出资金")
+  private Double fundsLent;
+  @Comment("原始名称：acc_receivable，描述：应收款项")
+  private Double receivables;
+  @Comment("原始名称：st_fin_payable，描述：应付短期融资款")
+  private Double shortTermFinancingPayable;
+  @Comment("原始名称：payables，描述：应付款项")
+  private Double payables;
+  @Comment("原始名称：hfs_assets，描述：持有待售的资产")
+  private Double assetsHeldForSale;
+  @Comment("原始名称：hfs_sales，描述：持有待售的负债")
+  private Double liabilitiesHeldForSale;
+  @Comment("原始名称：cost_fin_assets，描述：以摊余成本计量的金融资产")
+  private Double financialAssetsMeasuredAtAmortizedCost;
+  @Comment("原始名称：fair_value_fin_assets，描述：以公允价值计量且其变动计入其他综合收益的金融资产")
+  private Double financialAssetsMeasuredAtFairValueWithChangesInOtherComprehensiveIncome;
+  @Comment("原始名称：cip_total，描述：在建工程(合计)(元)")
+  private Double constructionInProgressTotal;
+  @Comment("原始名称：oth_pay_total，描述：其他应付款(合计)(元)")
+  private Double otherPayablesTotal;
+  @Comment("原始名称：long_pay_total，描述：长期应付款(合计)(元)")
+  private Double longTermPayablesTotal;
+  @Comment("原始名称：debt_invest，描述：债权投资(元)")
+  private Double debtInvestments;
+  @Comment("原始名称：oth_debt_invest，描述：其他债权投资(元)")
+  private Double otherDebtInvestments;
+  @Comment("原始名称：oth_eq_invest，描述：其他权益工具投资(元)")
+  private Double otherEquityInstrumentInvestments;
+  @Comment("原始名称：oth_illi_fin_assets，描述：其他非流动金融资产(元)")
+  private Double otherNonCurrentFinancialAssets;
+  @Comment("原始名称：oth_eq_pbond，描述：其他权益工具-永续债(元)")
+  private Double otherEquityInstrumentsPerpetualBonds;
+  @Comment("原始名称：receiv_financing，描述：应收款项类投资")
+  private Double receivableTypeInvestments;
+  @Comment("原始名称：use_right_assets，描述：使用权资产")
+  private Double rightOfUseAssets;
+  @Comment("原始名称：lease_lab，描述：租赁负债")
+  private Double leaseLiabilities;
+  @Comment("原始名称：contract_assets，描述：合同资产")
+  private Double contractAssets;
+  @Comment("原始名称：contract_lab，描述：合同负债")
+  private Double contractLiabilities;
+  @Comment("原始名称：accounts_receiv_bill，描述：应收票据及应收账款")
+  private Double notesAndAccountsReceivable;
+  @Comment("原始名称：accounts_pay_bill，描述：应付票据及应付账款")
+  private Double notesAndAccountsPayable;
+  @Comment("原始名称：oth_rcv_total，描述：其他应收款(合计)(元)")
+  private Double otherReceivablesTotal;
+  @Comment("原始名称：fix_assets_total，描述：固定资产(合计)(元)")
+  private Double fixedAssetsTotal;
+}
+```

pom.xml

@@ -16,14 +16,15 @@
   </modules>
 
   <properties>
-    <java.version>17</java.version>
-    <maven.compiler.source>17</maven.compiler.source>
-    <maven.compiler.target>17</maven.compiler.target>
+    <java.version>21</java.version>
+    <maven.compiler.source>21</maven.compiler.source>
+    <maven.compiler.target>21</maven.compiler.target>
     <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
 
     <spring-boot.version>3.5.0</spring-boot.version>
     <spring-cloud.version>2025.0.0</spring-cloud.version>
     <spring-ai.version>1.0.1</spring-ai.version>
+    <hibernate.version>6.6.15.Final</hibernate.version>
 
     <eclipse-collections.version>13.0.0</eclipse-collections.version>
     <hutool.version>5.8.39</hutool.version>
@@ -62,12 +63,39 @@
         <artifactId>hutool-http</artifactId>
         <version>${hutool.version}</version>
       </dependency>
+      <dependency>
+        <groupId>cn.hutool</groupId>
+        <artifactId>hutool-extra</artifactId>
+        <version>${hutool.version}</version>
+      </dependency>
 
       <dependency>
         <groupId>com.yomahub</groupId>
         <artifactId>liteflow-spring-boot-starter</artifactId>
         <version>${liteflow.version}</version>
       </dependency>
+      <dependency>
+        <groupId>com.yomahub</groupId>
+        <artifactId>liteflow-rule-sql</artifactId>
+        <version>${liteflow.version}</version>
+      </dependency>
+
+      <dependency>
+        <groupId>org.hibernate.orm</groupId>
+        <artifactId>hibernate-ant</artifactId>
+        <version>${hibernate.version}</version>
+      </dependency>
+
+      <dependency>
+        <groupId>io.github.ralfkonrad.quantlib_for_maven</groupId>
+        <artifactId>quantlib</artifactId>
+        <version>1.39.0</version>
+      </dependency>
+      <dependency>
+        <groupId>org.ta4j</groupId>
+        <artifactId>ta4j-core</artifactId>
+        <version>0.17</version>
+      </dependency>
 
       <dependency>
         <groupId>org.springframework.boot</groupId>