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

@@ -251,3 +251,5 @@ gradle-app.setting
 !.yarn/versions
 !.yarn/cache
 nohup.out
+!leopard*/bin
+archive

.idea/codeStyles/Project.xml

@@ -1,5 +1,12 @@
 <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" />
+      <option name="USE_DOUBLE_QUOTES" value="false" />
+      <option name="ENFORCE_TRAILING_COMMA" value="WhenMultiline" />
+    </JSCodeStyleSettings>
     <JavaCodeStyleSettings>
       <option name="CLASS_COUNT_TO_USE_IMPORT_ON_DEMAND" value="100" />
       <option name="NAMES_COUNT_TO_USE_IMPORT_ON_DEMAND" value="100" />
@@ -21,11 +28,13 @@
     <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" />
       <option name="USE_DOUBLE_QUOTES" value="false" />
-      <option name="FORCE_QUOTE_STYlE" value="true" />
       <option name="ENFORCE_TRAILING_COMMA" value="WhenMultiline" />
     </TypeScriptCodeStyleSettings>
     <codeStyleSettings language="CSS">
@@ -68,6 +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" />
@@ -75,8 +93,21 @@
         <option name="TAB_SIZE" value="2" />
       </indentOptions>
     </codeStyleSettings>
+    <codeStyleSettings language="XML">
+      <option name="LINE_COMMENT_AT_FIRST_COLUMN" value="false" />
+      <indentOptions>
+        <option name="INDENT_SIZE" value="2" />
+        <option name="CONTINUATION_INDENT_SIZE" value="2" />
+        <option name="TAB_SIZE" value="2" />
+      </indentOptions>
+    </codeStyleSettings>
     <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

@@ -8,7 +8,7 @@
         <sourceTestOutputDir name="target/generated-test-sources/test-annotations" />
         <outputRelativeToContentRoot value="true" />
       </profile>
-      <profile name="Annotation profile for leopard" enabled="true">
+      <profile name="Annotation profile for leopard-core" enabled="true">
         <sourceOutputDir name="target/generated-sources/annotations" />
         <sourceTestOutputDir name="target/generated-test-sources/test-annotations" />
         <outputRelativeToContentRoot value="true" />
@@ -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" />
@@ -43,126 +42,21 @@
           <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>
+      <profile name="Annotation profile for leopard" enabled="true">
+        <sourceOutputDir name="target/generated-sources/annotations" />
+        <sourceTestOutputDir name="target/generated-test-sources/test-annotations" />
+        <outputRelativeToContentRoot value="true" />
+        <processorPath useClasspath="false">
           <entry name="$MAVEN_REPOSITORY$/org/springframework/boot/spring-boot-configuration-processor/3.5.0/spring-boot-configuration-processor-3.5.0.jar" />
           <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="$MAVEN_REPOSITORY$/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" />
-          <entry name="$MAVEN_REPOSITORY$/org/glassfish/jaxb/jaxb-core/4.0.2/jaxb-core-4.0.2.jar" />
-          <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="$MAVEN_REPOSITORY$/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" />
-          <entry name="$MAVEN_REPOSITORY$/io/projectreactor/reactor-core/3.7.6/reactor-core-3.7.6.jar" />
-          <entry name="$MAVEN_REPOSITORY$/org/reactivestreams/reactive-streams/1.0.4/reactive-streams-1.0.4.jar" />
-          <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" />
         </processorPath>
+        <module name="leopard-strategy" />
         <module name="leopard-server" />
       </profile>
     </annotationProcessing>
-    <bytecodeTargetLevel>
-      <module name="leopard-core" target="17" />
-    </bytecodeTargetLevel>
   </component>
 </project>

.idea/dataSources.xml

@@ -27,5 +27,29 @@
       </jdbc-additional-properties>
       <working-dir>$ProjectFileDir$</working-dir>
     </data-source>
+    <data-source source="LOCAL" name="postgres@81.71.3.24" uuid="f7d817dc-8c9c-479f-b469-583df17cb013">
+      <driver-ref>postgresql</driver-ref>
+      <synchronize>true</synchronize>
+      <jdbc-driver>org.postgresql.Driver</jdbc-driver>
+      <jdbc-url>jdbc:postgresql://81.71.3.24:6785/postgres</jdbc-url>
+      <jdbc-additional-properties>
+        <property name="com.intellij.clouds.kubernetes.db.host.port" />
+        <property name="com.intellij.clouds.kubernetes.db.enabled" value="false" />
+        <property name="com.intellij.clouds.kubernetes.db.container.port" />
+      </jdbc-additional-properties>
+      <working-dir>$ProjectFileDir$</working-dir>
+    </data-source>
+    <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_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" />
+        <property name="com.intellij.clouds.kubernetes.db.container.port" />
+      </jdbc-additional-properties>
+      <working-dir>$ProjectFileDir$</working-dir>
+    </data-source>
   </component>
 </project>

.idea/data_source_mapping.xml

@@ -0,0 +1,7 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="DataSourcePerFileMappings">
+    <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/encodings.xml

@@ -5,6 +5,8 @@
     <file url="file://$PROJECT_DIR$/leopard-core/src/main/resources" charset="UTF-8" />
     <file url="file://$PROJECT_DIR$/leopard-server/src/main/java" charset="UTF-8" />
     <file url="file://$PROJECT_DIR$/leopard-server/src/main/resources" charset="UTF-8" />
+    <file url="file://$PROJECT_DIR$/leopard-strategy/src/main/java" charset="UTF-8" />
+    <file url="file://$PROJECT_DIR$/leopard-strategy/src/main/resources" charset="UTF-8" />
     <file url="file://$PROJECT_DIR$/src/main/java" charset="UTF-8" />
     <file url="file://$PROJECT_DIR$/src/main/kotlin" charset="UTF-8" />
     <file url="file://$PROJECT_DIR$/src/main/resources" charset="UTF-8" />

.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>

.idea/modules.xml

@@ -1,9 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<project version="4">
-  <component name="ProjectModuleManager">
-    <modules>
-      <module fileurl="file://$PROJECT_DIR$/leopard-core/leopard-core.iml" filepath="$PROJECT_DIR$/leopard-core/leopard-core.iml" />
-      <module fileurl="file://$PROJECT_DIR$/leopard-server/leopard-server.iml" filepath="$PROJECT_DIR$/leopard-server/leopard-server.iml" />
-    </modules>
-  </component>
-</project>

Dockerfile

@@ -1,12 +1,14 @@
 FROM alpine/java:17
 
+ARG VERSION=1.0.0
+
 WORKDIR /app
 
 RUN mkdir -p /app/server && mkdir -p /app/web
 
-COPY leopard-server/target/leopard-server-1.0.0.jar /app/server
+COPY leopard-server/target/leopard-server-${VERSION}.jar /app/server
 COPY leopard-web/dist /app/web
 
 EXPOSE 9786
 
-ENTRYPOINT [ "java", "-jar", "/app/server/leopard-server-1.0.0.jar", "--spring.profiles.active=image" ]
+ENTRYPOINT [ "java", "-jar", "/app/server/leopard-server-${VERSION}.jar", "--spring.profiles.active=image" ]

build.sh

@@ -0,0 +1,11 @@
+#!/bin/bash
+
+current_dir=$(cd "$(dirname "${BASH_SOURCE[0]}")" &>/dev/null && pwd)
+cd "$current_dir" || exit
+
+version=$(awk -F '[<>]' '/<version>/ && !/<parent>/{print $3; exit}' pom.xml)
+
+mvn clean deploy -N -D skipTests -s ~/.m2/settings-nas.xml
+mvn -pl leopard-server clean package -D skipTests -s ~/.m2/settings-nas.xml
+pnpm -C leopard-web clean && pnpm -C leopard-web build
+docker build -t "leopard:latest" --build-arg VERSION="$version" .

leopard-core/pom.xml

@@ -0,0 +1,99 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xmlns="http://maven.apache.org/POM/4.0.0"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+    <parent>
+        <groupId>com.lanyuanxiaoyao</groupId>
+        <artifactId>leopard</artifactId>
+        <version>1.0.0</version>
+    </parent>
+
+  <artifactId>leopard-core</artifactId>
+
+  <dependencies>
+    <dependency>
+      <groupId>com.lanyuanxiaoyao</groupId>
+      <artifactId>spring-boot-service-template</artifactId>
+    </dependency>
+    <dependency>
+      <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>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-compiler-plugin</artifactId>
+        <configuration>
+          <annotationProcessorPaths>
+            <path>
+              <groupId>org.springframework.boot</groupId>
+              <artifactId>spring-boot-configuration-processor</artifactId>
+            </path>
+            <path>
+              <groupId>org.projectlombok</groupId>
+              <artifactId>lombok</artifactId>
+            </path>
+            <path>
+              <groupId>org.hibernate</groupId>
+              <artifactId>hibernate-jpamodelgen</artifactId>
+              <version>6.6.8.Final</version>
+            </path>
+            <path>
+              <groupId>io.github.openfeign.querydsl</groupId>
+              <artifactId>querydsl-apt</artifactId>
+              <version>7.0</version>
+              <classifier>jpa</classifier>
+            </path>
+            <path>
+              <groupId>jakarta.persistence</groupId>
+              <artifactId>jakarta.persistence-api</artifactId>
+              <version>3.2.0</version>
+            </path>
+          </annotationProcessorPaths>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+</project>

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/Constants.java

@@ -1,4 +1,4 @@
-package com.lanyuanxiaoyao.leopard.server;
+package com.lanyuanxiaoyao.leopard.core;
 
 /**
  * 静态字段

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/JpaConfiguration.java

@@ -0,0 +1,11 @@
+package com.lanyuanxiaoyao.leopard.core;
+
+import com.blinkfox.fenix.EnableFenix;
+import org.springframework.boot.autoconfigure.domain.EntityScan;
+import org.springframework.context.annotation.Configuration;
+
+@Configuration
+@EnableFenix
+@EntityScan(basePackageClasses = {JpaConfiguration.class})
+public class JpaConfiguration {
+}

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

@@ -0,0 +1,76 @@
+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;
+import jakarta.persistence.Entity;
+import jakarta.persistence.EntityListeners;
+import jakarta.persistence.JoinColumn;
+import jakarta.persistence.ManyToOne;
+import jakarta.persistence.Table;
+import java.time.LocalDate;
+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 + "daily")
+public class Daily extends SimpleEntity {
+  @Column(nullable = false)
+  @Comment("交易日")
+  private LocalDate tradeDate;
+  @Comment("开盘价")
+  private Double open;
+  @Comment("最高价")
+  private Double high;
+  @Comment("最低价")
+  private Double low;
+  @Comment("收盘价")
+  private Double close;
+  @Comment("昨收价")
+  private Double previousClose;
+  @Comment("涨跌额")
+  private Double priceChangeAmount;
+  @Comment("涨跌幅")
+  private Double priceFluctuationRange;
+  @Comment("成交量")
+  private Double volume;
+  @Comment("成交额")
+  private Double turnover;
+  @Comment("除权因子")
+  private Double factor;
+
+  @ManyToOne
+  @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

@@ -1,14 +1,18 @@
-package com.lanyuanxiaoyao.leopard.server.entity;
+package com.lanyuanxiaoyao.leopard.core.entity;
 
-import com.lanyuanxiaoyao.leopard.server.Constants;
-import com.lanyuanxiaoyao.leopard.server.entity.base.SimpleEnum;
+import com.lanyuanxiaoyao.leopard.core.Constants;
+import com.lanyuanxiaoyao.leopard.core.entity.base.SimpleEnum;
 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.EnumType;
 import jakarta.persistence.Enumerated;
+import jakarta.persistence.OneToMany;
 import jakarta.persistence.Table;
+import java.time.LocalDate;
+import java.util.Set;
 import lombok.AllArgsConstructor;
 import lombok.Getter;
 import lombok.Setter;
@@ -17,7 +21,6 @@ import lombok.experimental.FieldNameConstants;
 import org.hibernate.annotations.Comment;
 import org.hibernate.annotations.DynamicInsert;
 import org.hibernate.annotations.DynamicUpdate;
-import org.hibernate.annotations.SoftDelete;
 import org.springframework.data.jpa.domain.support.AuditingEntityListener;
 
 /**
@@ -31,7 +34,6 @@ import org.springframework.data.jpa.domain.support.AuditingEntityListener;
 @ToString(callSuper = true)
 @FieldNameConstants
 @Entity
-@SoftDelete
 @DynamicUpdate
 @DynamicInsert
 @EntityListeners(AuditingEntityListener.class)
@@ -50,12 +52,31 @@ public class Stock extends SimpleEntity {
   @Comment("交易市场")
   @Enumerated(EnumType.STRING)
   private Market market;
-  @Column(nullable = false)
   @Comment("行业")
   private String industry;
-  @Column(nullable = false)
-  @Comment("上市状态")
-  private boolean listed = true;
+  @Comment("上市日期")
+  private LocalDate listedDate;
+
+  @OneToMany(mappedBy = "stock", cascade = CascadeType.REMOVE)
+  @ToString.Exclude
+  private Set<Daily> dailies;
+
+  @OneToMany(mappedBy = "stock", cascade = CascadeType.REMOVE)
+  @ToString.Exclude
+  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

@@ -0,0 +1,38 @@
+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.OneToMany;
+import jakarta.persistence.Table;
+import java.util.Set;
+import lombok.Getter;
+import lombok.Setter;
+import lombok.ToString;
+import lombok.experimental.FieldNameConstants;
+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 + "stock_collection")
+public class StockCollection extends SimpleEntity {
+  @Column(nullable = false)
+  private String name;
+  @Column(nullable = false)
+  private String description;
+
+  @OneToMany(cascade = CascadeType.ALL)
+  @ToString.Exclude
+  private Set<StockScore> scores;
+}

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

@@ -0,0 +1,38 @@
+package com.lanyuanxiaoyao.leopard.core.entity;
+
+import com.lanyuanxiaoyao.leopard.core.Constants;
+import com.lanyuanxiaoyao.service.template.entity.SimpleEntity;
+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;
+import lombok.experimental.FieldNameConstants;
+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 + "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

@@ -1,7 +1,7 @@
-package com.lanyuanxiaoyao.leopard.server.entity;
+package com.lanyuanxiaoyao.leopard.core.entity;
 
-import com.lanyuanxiaoyao.leopard.server.Constants;
-import com.lanyuanxiaoyao.leopard.server.entity.base.SimpleEnum;
+import com.lanyuanxiaoyao.leopard.core.Constants;
+import com.lanyuanxiaoyao.leopard.core.entity.base.SimpleEnum;
 import com.lanyuanxiaoyao.service.template.entity.SimpleEntity;
 import jakarta.persistence.Basic;
 import jakarta.persistence.Column;
@@ -21,7 +21,6 @@ import lombok.experimental.FieldNameConstants;
 import org.hibernate.annotations.Comment;
 import org.hibernate.annotations.DynamicInsert;
 import org.hibernate.annotations.DynamicUpdate;
-import org.hibernate.annotations.SoftDelete;
 import org.springframework.data.jpa.domain.support.AuditingEntityListener;
 
 /**
@@ -35,7 +34,6 @@ import org.springframework.data.jpa.domain.support.AuditingEntityListener;
 @ToString(callSuper = true)
 @FieldNameConstants
 @Entity
-@SoftDelete
 @DynamicUpdate
 @DynamicInsert
 @EntityListeners(AuditingEntityListener.class)
@@ -60,7 +58,10 @@ public class Task extends SimpleEntity {
   @Column(nullable = false)
   @Enumerated(EnumType.STRING)
   @Comment("任务状态")
-  private Status status;
+  private Status status = Status.RUNNING;
+  @Column(nullable = false)
+  @Comment("任务进度")
+  private Double step = 0.0;
   @Comment("任务开始时间")
   private LocalDateTime launchedTime;
   @Comment("任务结束时间")
@@ -69,7 +70,6 @@ public class Task extends SimpleEntity {
   @Getter
   @AllArgsConstructor
   public enum Status implements SimpleEnum {
-    PENDING("待执行"),
     RUNNING("执行中"),
     SUCCESS("成功"),
     FAILURE("失败"),

leopard-core/src/main/java/com/lanyuanxiaoyao/leopard/core/entity/base/SimpleEnum.java

@@ -1,4 +1,4 @@
-package com.lanyuanxiaoyao.leopard.server.entity.base;
+package com.lanyuanxiaoyao.leopard.core.entity.base;
 
 /**
  * @author lanyuanxiaoyao

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

@@ -0,0 +1,40 @@
+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")
+  Set<LocalDate> findDistinctTradeDate();
+
+  @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

@@ -0,0 +1,9 @@
+package com.lanyuanxiaoyao.leopard.core.repository;
+
+import com.lanyuanxiaoyao.leopard.core.entity.StockCollection;
+import com.lanyuanxiaoyao.service.template.repository.SimpleRepository;
+import org.springframework.stereotype.Repository;
+
+@Repository
+public interface StockCollectionRepository extends SimpleRepository<StockCollection> {
+}

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

@@ -0,0 +1,27 @@
+package com.lanyuanxiaoyao.leopard.core.repository;
+
+import com.lanyuanxiaoyao.leopard.core.entity.Stock;
+import com.lanyuanxiaoyao.service.template.repository.SimpleRepository;
+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;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250828
+ */
+@Repository
+public interface StockRepository extends SimpleRepository<Stock> {
+  @Query("select distinct stock.industry from Stock stock where stock.industry is not null")
+  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

@@ -0,0 +1,28 @@
+package com.lanyuanxiaoyao.leopard.core.repository;
+
+import com.lanyuanxiaoyao.leopard.core.entity.Task;
+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
+ * @version 20250829
+ */
+@Repository
+public interface TaskRepository extends SimpleRepository<Task> {
+  @Modifying
+  @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 = ?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

@@ -0,0 +1,152 @@
+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;
+import lombok.SneakyThrows;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.http.converter.json.Jackson2ObjectMapperBuilder;
+import org.springframework.stereotype.Service;
+
+/**
+ * 对接TuShare接口
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250828
+ */
+@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";
+  private final ObjectMapper mapper;
+
+  public TuShareService(Jackson2ObjectMapperBuilder builder) {
+    this.mapper = builder.build();
+  }
+
+  @SneakyThrows
+  private String buildRequest(String apiName, Map<String, Object> params, List<String> fields) {
+    return mapper.writeValueAsString(Map.of(
+      "api_name", apiName,
+      "token", API_TOKEN,
+      "params", params,
+      "fields", fields
+    ));
+  }
+
+  @SneakyThrows
+  public TuShareResponse stockList() {
+    var response = HttpUtil.post(API_URL, buildRequest(
+      "stock_basic",
+      Map.of("list_status", "L", "market", "主板", "exchange", "SSE,SZSE"),
+      List.of("ts_code", "name", "fullname", "exchange", "industry", "list_date")
+    ));
+    var tuShareResponse = mapper.readValue(response, TuShareResponse.class);
+    if (tuShareResponse.code != 0) {
+      throw new RuntimeException(tuShareResponse.message);
+    }
+    return tuShareResponse;
+  }
+
+  public TuShareResponse dailyList(LocalDate tradeDate) {
+    return dailyList(tradeDate, null);
+  }
+
+  @SneakyThrows
+  public TuShareResponse dailyList(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(
+      "daily",
+      paramsMap,
+      List.of("ts_code", "trade_date", "open", "high", "low", "close", "pre_close", "change", "pct_chg", "vol", "amount")
+    ));
+    var tuShareResponse = mapper.readValue(response, TuShareResponse.class);
+    if (tuShareResponse.code != 0) {
+      throw new RuntimeException(tuShareResponse.message);
+    }
+    return tuShareResponse;
+  }
+
+  @SneakyThrows
+  public TuShareResponse tradeDateList(String exchange) {
+    var response = HttpUtil.post(API_URL, buildRequest(
+      "trade_cal",
+      Map.of("exchange", exchange, "is_open", 1),
+      List.of("cal_date")
+    ));
+    var tuShareResponse = mapper.readValue(response, TuShareResponse.class);
+    if (tuShareResponse.code != 0) {
+      throw new RuntimeException(tuShareResponse.message);
+    }
+    return tuShareResponse;
+  }
+
+  @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",
+      paramsMap,
+      List.of("ts_code", "trade_date", "adj_factor")
+    ));
+    var tuShareResponse = mapper.readValue(response, TuShareResponse.class);
+    if (tuShareResponse.code != 0) {
+      throw new RuntimeException(tuShareResponse.message);
+    }
+    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")
+    String message,
+    Data data
+  ) {
+    public record Data(
+      List<String> fields,
+      List<List<String>> items
+    ) {
+    }
+  }
+}

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/deploy.sh

@@ -0,0 +1,27 @@
+#!/bin/bash
+
+sudo rm -rf /tmp/leopard
+git clone --depth 1 https://gitea.lanyuanxiaoyao.com/lanyuanxiaoyao/leopard.git /tmp/leopard
+
+docker run \
+  --rm \
+  -v /root/.m2:/root/.m2 \
+  -v /tmp/leopard:/tmp/leopard \
+  -w /tmp/leopard \
+  maven:3.9.11-eclipse-temurin-17-alpine \
+  mvn -pl leopard-server clean package -D skipTests
+
+docker run \
+  --rm \
+  -v /root/.pnpm-store:/root/.pnpm-store \
+  -v /tmp/leopard:/tmp/leopard \
+  -w /tmp/leopard/leopard-web \
+  guergeiro/pnpm:22-10-alpine \
+  /bin/sh -c "pnpm install && pnpm build"
+
+sudo chown -R ubuntu:ubuntu /tmp/leopard
+
+mv /tmp/leopard/leopard-server/target/leopard-server-1.0.0.jar /home/ubuntu/app/leopard-server-1.0.0.jar
+
+bash /home/ubuntu/app/stop.sh
+bash /home/ubuntu/app/start.sh

leopard-server/bin/restart.sh

@@ -0,0 +1,4 @@
+#!/bin/bash
+
+/home/ubuntu/app/stop.sh
+/home/ubuntu/app/start.sh

leopard-server/bin/start.sh

@@ -0,0 +1,3 @@
+#!/bin/bash
+
+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

@@ -0,0 +1,41 @@
+#!/bin/bash
+
+original_command="$0"
+application_name="leopard-server-1.0.0.jar"
+
+function get_pid() {
+  ID=$(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)
+
+if [[ -z "$pid" ]]; then
+  echo "Application is already stopped."
+  exit 0
+fi
+
+echo "Stopping $pid..."
+kill $pid
+
+LOOPS=0
+while (true); do
+  cpid=$(get_pid)
+  if [[ -z "$cpid" ]]; then
+    echo "Oook! cost:$LOOPS"
+    break
+  fi
+  LOOPS=$(($LOOPS+1))
+  if [[ $(($LOOPS%15)) -eq 0 ]]; then
+    echo "Wait timeout, try to force kill $pid..."
+    kill -9 $pid
+  fi
+  sleep 1s
+done
+

leopard-server/pom.xml

@@ -2,114 +2,108 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0"
          xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
          xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
-    <modelVersion>4.0.0</modelVersion>
-    <parent>
-        <groupId>com.lanyuanxiaoyao</groupId>
-        <artifactId>leopard</artifactId>
-        <version>1.0.0</version>
-    </parent>
+  <modelVersion>4.0.0</modelVersion>
+  <parent>
+    <groupId>com.lanyuanxiaoyao</groupId>
+    <artifactId>leopard</artifactId>
+    <version>1.0.0</version>
+  </parent>
 
-    <artifactId>leopard-server</artifactId>
+  <artifactId>leopard-server</artifactId>
 
-    <dependencies>
-        <dependency>
-            <groupId>com.lanyuanxiaoyao</groupId>
-            <artifactId>spring-boot-service-template</artifactId>
-        </dependency>
-        <dependency>
-            <groupId>org.springframework.boot</groupId>
-            <artifactId>spring-boot-starter-data-jpa</artifactId>
-        </dependency>
-        <dependency>
-            <groupId>org.springframework.boot</groupId>
-            <artifactId>spring-boot-starter-web</artifactId>
-            <exclusions>
-                <exclusion>
-                    <groupId>org.springframework.boot</groupId>
-                    <artifactId>spring-boot-starter-tomcat</artifactId>
-                </exclusion>
-            </exclusions>
-        </dependency>
-        <dependency>
-            <groupId>org.springframework.boot</groupId>
-            <artifactId>spring-boot-starter-jetty</artifactId>
-        </dependency>
-        <dependency>
-            <groupId>org.springframework.boot</groupId>
-            <artifactId>spring-boot-configuration-processor</artifactId>
-            <optional>true</optional>
-        </dependency>
+  <dependencies>
+    <dependency>
+      <groupId>com.lanyuanxiaoyao</groupId>
+      <artifactId>leopard-core</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.springframework.boot</groupId>
+      <artifactId>spring-boot-starter-web</artifactId>
+      <exclusions>
+        <exclusion>
+          <groupId>org.springframework.boot</groupId>
+          <artifactId>spring-boot-starter-tomcat</artifactId>
+        </exclusion>
+      </exclusions>
+    </dependency>
+    <dependency>
+      <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>
+      <optional>true</optional>
+    </dependency>
+    <dependency>
+      <groupId>org.springframework.boot</groupId>
+      <artifactId>spring-boot-starter-quartz</artifactId>
+    </dependency>
 
-        <dependency>
-            <groupId>com.mysql</groupId>
-            <artifactId>mysql-connector-j</artifactId>
-            <scope>runtime</scope>
-        </dependency>
-    </dependencies>
+    <dependency>
+      <groupId>com.mysql</groupId>
+      <artifactId>mysql-connector-j</artifactId>
+      <scope>runtime</scope>
+    </dependency>
+    <dependency>
+      <groupId>org.postgresql</groupId>
+      <artifactId>postgresql</artifactId>
+      <scope>runtime</scope>
+    </dependency>
+    <dependency>
+      <groupId>com.h2database</groupId>
+      <artifactId>h2</artifactId>
+      <scope>runtime</scope>
+    </dependency>
+  </dependencies>
 
-    <build>
-        <plugins>
-            <plugin>
-                <groupId>org.apache.maven.plugins</groupId>
-                <artifactId>maven-compiler-plugin</artifactId>
-                <configuration>
-                    <annotationProcessorPaths>
-                        <path>
-                            <groupId>org.springframework.boot</groupId>
-                            <artifactId>spring-boot-configuration-processor</artifactId>
-                        </path>
-                        <path>
-                            <groupId>org.projectlombok</groupId>
-                            <artifactId>lombok</artifactId>
-                        </path>
-                        <path>
-                            <groupId>org.hibernate</groupId>
-                            <artifactId>hibernate-jpamodelgen</artifactId>
-                            <version>6.6.8.Final</version>
-                        </path>
-                        <path>
-                            <groupId>io.github.openfeign.querydsl</groupId>
-                            <artifactId>querydsl-apt</artifactId>
-                            <version>7.0</version>
-                            <classifier>jpa</classifier>
-                        </path>
-                        <path>
-                            <groupId>jakarta.persistence</groupId>
-                            <artifactId>jakarta.persistence-api</artifactId>
-                            <version>3.2.0</version>
-                        </path>
-                    </annotationProcessorPaths>
-                </configuration>
-            </plugin>
-            <plugin>
-                <groupId>org.springframework.boot</groupId>
-                <artifactId>spring-boot-maven-plugin</artifactId>
-                <configuration>
-                    <excludes>
-                        <exclude>
-                            <groupId>org.projectlombok</groupId>
-                            <artifactId>lombok</artifactId>
-                        </exclude>
-                    </excludes>
-                </configuration>
-                <executions>
-                    <execution>
-                        <phase>package</phase>
-                        <goals>
-                            <goal>repackage</goal>
-                        </goals>
-                    </execution>
-                </executions>
-            </plugin>
-        </plugins>
-    </build>
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-compiler-plugin</artifactId>
+        <configuration>
+          <annotationProcessorPaths>
+            <path>
+              <groupId>org.springframework.boot</groupId>
+              <artifactId>spring-boot-configuration-processor</artifactId>
+            </path>
+            <path>
+              <groupId>org.projectlombok</groupId>
+              <artifactId>lombok</artifactId>
+            </path>
+          </annotationProcessorPaths>
+        </configuration>
+      </plugin>
+      <plugin>
+        <groupId>org.springframework.boot</groupId>
+        <artifactId>spring-boot-maven-plugin</artifactId>
+        <configuration>
+          <excludes>
+            <exclude>
+              <groupId>org.projectlombok</groupId>
+              <artifactId>lombok</artifactId>
+            </exclude>
+          </excludes>
+        </configuration>
+        <executions>
+          <execution>
+            <phase>package</phase>
+            <goals>
+              <goal>repackage</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+    </plugins>
+  </build>
 </project>

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

@@ -1,7 +1,7 @@
 package com.lanyuanxiaoyao.leopard.server;
 
-import com.blinkfox.fenix.EnableFenix;
-import com.lanyuanxiaoyao.leopard.server.service.StockService;
+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;
@@ -14,15 +14,23 @@ import org.springframework.data.jpa.repository.config.EnableJpaAuditing;
  * @version 20250828
  */
 @Slf4j
-@SpringBootApplication
-@EnableFenix
+@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);
   }
 
+  @Transactional(rollbackOn = Throwable.class)
   @Override
   public void run(ApplicationArguments args) {
+    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

@@ -1,14 +1,17 @@
 package com.lanyuanxiaoyao.leopard.server.controller;
 
-import com.lanyuanxiaoyao.leopard.server.entity.Stock;
-import com.lanyuanxiaoyao.leopard.server.entity.Task;
-import com.lanyuanxiaoyao.leopard.server.service.StockService;
+import com.lanyuanxiaoyao.leopard.core.entity.Stock;
+import com.lanyuanxiaoyao.leopard.core.entity.Task;
+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;
 import lombok.extern.slf4j.Slf4j;
+import org.quartz.Trigger;
 import org.springframework.web.bind.annotation.GetMapping;
 import org.springframework.web.bind.annotation.PathVariable;
 import org.springframework.web.bind.annotation.RequestMapping;
@@ -24,6 +27,10 @@ import org.springframework.web.bind.annotation.RestController;
 @RestController
 @RequestMapping("constants")
 public class CommonOptionsController {
+  public static final String COLOR_PRIMARY = "bg-primary";
+  public static final String COLOR_SUCCESS = "bg-success";
+  public static final String COLOR_WARNING = "bg-yellow-800";
+  public static final String COLOR_ERROR = "bg-danger";
   private static final List<String> COLORS = List.of(
     "bg-black",
     "bg-primary",
@@ -80,10 +87,12 @@ public class CommonOptionsController {
     "bg-pink-900"
   );
 
-  private final StockService stockService;
+  private final StockRepository stockRepository;
+  private final TaskService taskService;
 
-  public CommonOptionsController(StockService stockService) {
-    this.stockService = stockService;
+  public CommonOptionsController(StockRepository stockRepository, TaskService taskService) {
+    this.stockRepository = stockRepository;
+    this.taskService = taskService;
   }
 
   @GetMapping("/options/{name}")
@@ -92,12 +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(
+        taskService.getTemplates()
+          .stream()
+          .map(template -> new Option(template.name(), template.id()))
+          .sorted(Comparator.comparing(Option::label))
           .toList()
       );
       default -> GlobalResponse.responseSuccess(List.of());
@@ -114,9 +132,23 @@ public class CommonOptionsController {
         field
       ));
       case "task_status" -> GlobalResponse.responseSuccess(buildMapping(
-        Arrays.stream(Task.Status.values())
-          .map(status -> new Mapping(status.name(), status.getChineseName()))
-          .toList(),
+        List.of(
+          new Mapping(Task.Status.RUNNING.name(), Task.Status.RUNNING.getChineseName(), COLOR_PRIMARY),
+          new Mapping(Task.Status.SUCCESS.name(), Task.Status.SUCCESS.getChineseName(), COLOR_SUCCESS),
+          new Mapping(Task.Status.FAILURE.name(), Task.Status.FAILURE.getChineseName(), COLOR_ERROR),
+          new Mapping(Task.Status.CANCELED.name(), Task.Status.CANCELED.getChineseName(), COLOR_WARNING)
+        ),
+        field
+      ));
+      case "trigger_status" -> GlobalResponse.responseSuccess(buildMapping(
+        List.of(
+          new Mapping(Trigger.TriggerState.NONE.name(), "无"),
+          new Mapping(Trigger.TriggerState.NORMAL.name(), "正常", COLOR_PRIMARY),
+          new Mapping(Trigger.TriggerState.PAUSED.name(), "暂停", COLOR_WARNING),
+          new Mapping(Trigger.TriggerState.COMPLETE.name(), "完成", COLOR_SUCCESS),
+          new Mapping(Trigger.TriggerState.ERROR.name(), "错误", COLOR_ERROR),
+          new Mapping(Trigger.TriggerState.BLOCKED.name(), "阻塞", COLOR_WARNING)
+        ),
         field
       ));
       default -> GlobalResponse.responseSuccess(Map.of());
@@ -127,8 +159,7 @@ public class CommonOptionsController {
     var map = mappings
       .stream()
       .collect(Collectors.toMap(Mapping::name, mapping -> {
-        var color = COLORS.get(Math.abs(mapping.name.hashCode()) % COLORS.size());
-        return "<span class='label %s'>%s</span>".formatted(color, mapping.label());
+        return "<span class='label %s'>%s</span>".formatted(mapping.color(), mapping.label());
       }));
     map.put("*", "<span class='label bg-gray-300'>%s</span>".formatted(field));
     return map;
@@ -137,6 +168,9 @@ public class CommonOptionsController {
   public record Option(String label, Object value) {
   }
 
-  public record Mapping(String name, String label) {
+  public record Mapping(String name, String label, String color) {
+    public Mapping(String name, String label) {
+      this(name, label, COLORS.get(Math.abs(name.hashCode()) % COLORS.size()));
+    }
   }
 }

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

@@ -0,0 +1,90 @@
+package com.lanyuanxiaoyao.leopard.server.controller;
+
+import com.lanyuanxiaoyao.leopard.core.service.TaskService;
+import com.lanyuanxiaoyao.leopard.server.service.QuartzService;
+import com.lanyuanxiaoyao.service.template.controller.GlobalResponse;
+import java.time.LocalDateTime;
+import java.util.List;
+import lombok.extern.slf4j.Slf4j;
+import org.quartz.SchedulerException;
+import org.quartz.Trigger;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.PathVariable;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+@Slf4j
+@RestController
+@RequestMapping("task_schedule")
+public class QuartzController {
+  private final QuartzService quartzService;
+  private final TaskService taskService;
+
+  public QuartzController(QuartzService quartzService, TaskService taskService) {
+    this.quartzService = quartzService;
+    this.taskService = taskService;
+  }
+
+  @PostMapping("save")
+  public GlobalResponse<Object> save(@RequestBody SaveItem item) throws SchedulerException {
+    quartzService.save(item.templateId(), item.cron());
+    return GlobalResponse.responseSuccess();
+  }
+
+  @GetMapping("list")
+  public GlobalResponse<List<ListItem>> list() throws SchedulerException {
+    var list = quartzService.list()
+      .stream()
+      .map(task -> {
+        var template = taskService.getTemplate(task.templateId());
+        return new ListItem(
+          task.key(),
+          template.name(),
+          template.description(),
+          task.cron(),
+          task.status(),
+          task.previousFireTime(),
+          task.nextFireTime()
+        );
+      })
+      .toList();
+    return GlobalResponse.responseSuccess(list);
+  }
+
+  @GetMapping("pause/{key}")
+  public GlobalResponse<Object> pause(@PathVariable("key") String key) throws SchedulerException {
+    quartzService.pause(key);
+    return GlobalResponse.responseSuccess();
+  }
+
+  @GetMapping("resume/{key}")
+  public GlobalResponse<Object> resume(@PathVariable("key") String key) throws SchedulerException {
+    quartzService.resume(key);
+    return GlobalResponse.responseSuccess();
+  }
+
+  @GetMapping("remove/{key}")
+  public GlobalResponse<Object> remove(@PathVariable("key") String key) throws SchedulerException {
+    quartzService.remove(key);
+    return GlobalResponse.responseSuccess();
+  }
+
+  public record SaveItem(
+    String templateId,
+    String cron
+  ) {
+  }
+
+  public record ListItem(
+    String key,
+    String templateName,
+    String templateDescription,
+    String cron,
+    Trigger.TriggerState status,
+    LocalDateTime previousFireTime,
+    LocalDateTime nextFireTime
+  ) {
+  }
+}

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

@@ -1,10 +1,22 @@
 package com.lanyuanxiaoyao.leopard.server.controller;
 
-import com.lanyuanxiaoyao.leopard.server.entity.Stock;
-import com.lanyuanxiaoyao.leopard.server.service.StockService;
+import cn.hutool.core.bean.BeanUtil;
+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.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;
 
@@ -12,11 +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
@@ -24,39 +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()
-    );
+  @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
+    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

@@ -1,12 +1,21 @@
 package com.lanyuanxiaoyao.leopard.server.controller;
 
-import com.lanyuanxiaoyao.leopard.server.entity.Task;
-import com.lanyuanxiaoyao.leopard.server.service.TaskService;
+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.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;
 import org.springframework.web.bind.annotation.RestController;
 
@@ -20,8 +29,11 @@ import org.springframework.web.bind.annotation.RestController;
 @RestController
 @RequestMapping("task")
 public class TaskController extends SimpleControllerSupport<Task, Void, TaskController.ListItem, TaskController.DetailItem> {
+  private final TaskService taskService;
+
   public TaskController(TaskService service) {
     super(service);
+    this.taskService = service;
   }
 
   @Override
@@ -29,35 +41,75 @@ public class TaskController extends SimpleControllerSupport<Task, Void, TaskCont
     throw new UnsupportedOperationException();
   }
 
+  @PostMapping("execute")
+  public GlobalResponse<Object> execute(@RequestBody ExecuteRequest request) {
+    taskService.execute(request.templateId(), request.params());
+    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();
   }
 
-  @Override
-  protected Function<Task, ListItem> listItemMapper() {
-    return task -> new ListItem(
-      task.getId(),
-      task.getName(),
-      task.getDescription(),
-      task.getStatus(),
-      task.getLaunchedTime(),
-      task.getFinishedTime()
+  private TaskCost calculateCost(LocalDateTime start, LocalDateTime 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(
+      duration,
+      DateUtil.formatBetween(duration, BetweenFormatter.Level.SECOND)
     );
   }
 
+  @Override
+  protected Function<Task, ListItem> listItemMapper() {
+    return task -> {
+      var cost = calculateCost(task.getLaunchedTime(), task.getFinishedTime());
+      return new ListItem(
+        task.getId(),
+        task.getName(),
+        task.getDescription(),
+        task.getStatus(),
+        task.getLaunchedTime(),
+        task.getFinishedTime(),
+        cost.cost(),
+        cost.costText(),
+        task.getStep()
+      );
+    };
+  }
+
   @Override
   protected Function<Task, DetailItem> detailItemMapper() {
-    return task -> new DetailItem(
-      task.getId(),
-      task.getName(),
-      task.getDescription(),
-      task.getStatus(),
-      task.getError(),
-      task.getResult(),
-      task.getLaunchedTime(),
-      task.getFinishedTime()
-    );
+    return task -> {
+      var cost = calculateCost(task.getLaunchedTime(), task.getFinishedTime());
+      return new DetailItem(
+        task.getId(),
+        task.getName(),
+        task.getDescription(),
+        task.getStatus(),
+        task.getError(),
+        task.getResult(),
+        task.getLaunchedTime(),
+        task.getFinishedTime(),
+        cost.cost(),
+        cost.costText(),
+        task.getStep()
+      );
+    };
   }
 
   public record ListItem(
@@ -66,7 +118,10 @@ public class TaskController extends SimpleControllerSupport<Task, Void, TaskCont
     String description,
     Task.Status status,
     LocalDateTime launchedTime,
-    LocalDateTime finishedTime
+    LocalDateTime finishedTime,
+    Long cost,
+    String costText,
+    Double step
   ) {
   }
 
@@ -78,7 +133,16 @@ public class TaskController extends SimpleControllerSupport<Task, Void, TaskCont
     String error,
     String result,
     LocalDateTime launchedTime,
-    LocalDateTime finishedTime
+    LocalDateTime finishedTime,
+    Long cost,
+    String costText,
+    Double step
   ) {
   }
+
+  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/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/repository/StockRepository.java

@@ -1,17 +0,0 @@
-package com.lanyuanxiaoyao.leopard.server.repository;
-
-import com.lanyuanxiaoyao.leopard.server.entity.Stock;
-import com.lanyuanxiaoyao.service.template.repository.SimpleRepository;
-import java.util.List;
-import org.springframework.data.jpa.repository.Query;
-import org.springframework.stereotype.Repository;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250828
- */
-@Repository
-public interface StockRepository extends SimpleRepository<Stock> {
-  @Query("select distinct stock.industry from Stock stock where stock.industry is not null")
-  List<String> findDistinctIndustries();
-}

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

@@ -1,13 +0,0 @@
-package com.lanyuanxiaoyao.leopard.server.repository;
-
-import com.lanyuanxiaoyao.leopard.server.entity.Task;
-import com.lanyuanxiaoyao.service.template.repository.SimpleRepository;
-import org.springframework.stereotype.Repository;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250829
- */
-@Repository
-public interface TaskRepository extends SimpleRepository<Task> {
-}

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

@@ -0,0 +1,111 @@
+package com.lanyuanxiaoyao.leopard.server.service;
+
+import cn.hutool.core.util.IdUtil;
+import cn.hutool.core.util.ObjectUtil;
+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;
+import java.util.List;
+import java.util.Map;
+import lombok.extern.slf4j.Slf4j;
+import org.quartz.CronScheduleBuilder;
+import org.quartz.CronTrigger;
+import org.quartz.JobBuilder;
+import org.quartz.JobExecutionContext;
+import org.quartz.JobKey;
+import org.quartz.Scheduler;
+import org.quartz.SchedulerException;
+import org.quartz.Trigger;
+import org.quartz.TriggerBuilder;
+import org.quartz.impl.matchers.GroupMatcher;
+import org.springframework.scheduling.quartz.QuartzJobBean;
+import org.springframework.stereotype.Service;
+
+@Slf4j
+@Service
+public class QuartzService {
+  private final Scheduler scheduler;
+
+  public QuartzService(Scheduler scheduler) {
+    this.scheduler = scheduler;
+  }
+
+  public List<QuartzTask> list() throws SchedulerException {
+    var tasks = new ArrayList<QuartzTask>();
+    for (var key : scheduler.getJobKeys(GroupMatcher.anyGroup())) {
+      var detail = scheduler.getJobDetail(key);
+      var trigger = (CronTrigger) scheduler.getTriggersOfJob(key).getFirst();
+      tasks.add(new QuartzTask(
+        detail.getKey().getName(),
+        detail.getJobDataMap().getString("template_id"),
+        trigger.getCronExpression(),
+        scheduler.getTriggerState(trigger.getKey()),
+        ObjectUtil.isNull(trigger.getPreviousFireTime()) ? null : LocalDateTime.ofInstant(trigger.getPreviousFireTime().toInstant(), ZoneId.systemDefault()),
+        ObjectUtil.isNull(trigger.getNextFireTime()) ? null : LocalDateTime.ofInstant(trigger.getNextFireTime().toInstant(), ZoneId.systemDefault())
+      ));
+    }
+    return tasks;
+  }
+
+  public void save(String templateId, String cron) throws SchedulerException {
+    var detail = JobBuilder.newJob(TaskExecutionJob.class)
+      .withIdentity("task_execution_" + IdUtil.fastUUID())
+      .usingJobData("template_id", templateId)
+      .storeDurably()
+      .build();
+    var trigger = TriggerBuilder.newTrigger()
+      .forJob(detail)
+      .withIdentity("task_execution_" + IdUtil.fastUUID())
+      .withSchedule(
+        CronScheduleBuilder.cronSchedule(cron)
+          .withMisfireHandlingInstructionDoNothing()
+      )
+      .build();
+    scheduler.scheduleJob(detail, trigger);
+  }
+
+  public void pause(String jobKey) throws SchedulerException {
+    scheduler.pauseJob(JobKey.jobKey(jobKey));
+  }
+
+  public void resume(String jobKey) throws SchedulerException {
+    scheduler.resumeJob(JobKey.jobKey(jobKey));
+  }
+
+  public void remove(String jobKey) throws SchedulerException {
+    pause(jobKey);
+    scheduler.deleteJob(JobKey.jobKey(jobKey));
+  }
+
+  @Slf4j
+  public static class TaskExecutionJob extends QuartzJobBean {
+    private final TaskService taskService;
+
+    public TaskExecutionJob(TaskService taskService) {
+      this.taskService = taskService;
+    }
+
+    @SuppressWarnings("unchecked")
+    @Override
+    protected void executeInternal(JobExecutionContext context) {
+      var dataMap = context.getMergedJobDataMap();
+      var templateId = dataMap.getString("template_id");
+      if (StrUtil.isNotBlank(templateId)) {
+        var params = (Map<String, Object>) dataMap.getOrDefault("params", Map.of());
+        taskService.execute(templateId, params, true);
+      }
+    }
+  }
+
+  public record QuartzTask(
+    String key,
+    String templateId,
+    String cron,
+    Trigger.TriggerState status,
+    LocalDateTime previousFireTime,
+    LocalDateTime nextFireTime
+  ) {
+  }
+}

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

@@ -1,70 +0,0 @@
-package com.lanyuanxiaoyao.leopard.server.service;
-
-import cn.hutool.core.util.EnumUtil;
-import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.leopard.server.entity.Stock;
-import com.lanyuanxiaoyao.leopard.server.repository.StockRepository;
-import com.lanyuanxiaoyao.service.template.service.SimpleServiceSupport;
-import java.util.List;
-import java.util.stream.Collectors;
-import lombok.extern.slf4j.Slf4j;
-import org.springframework.stereotype.Service;
-import org.springframework.transaction.annotation.Transactional;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250828
- */
-@Slf4j
-@Service
-public class StockService extends SimpleServiceSupport<Stock> {
-  private final StockRepository stockRepository;
-  private final TuShareService tuShareService;
-
-  public StockService(StockRepository repository, TuShareService tuShareService) {
-    super(repository);
-    this.stockRepository = repository;
-    this.tuShareService = tuShareService;
-  }
-
-  public List<String> findDistinctIndustries() {
-    return stockRepository.findDistinctIndustries();
-  }
-
-  @Transactional(rollbackFor = Throwable.class)
-  public void refresh() {
-    log.info("开始刷新股票列表");
-    var stocks = list();
-    var stocksMap = stocks.stream().collect(Collectors.toMap(Stock::getCode, stock -> stock));
-    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 listed = StrUtil.equals("L", item.get(5));
-          if (stocksMap.containsKey(code)) {
-            var stock = stocksMap.get(code);
-            stock.setName(name);
-            stock.setFullname(fullname);
-            stock.setMarket(market);
-            stock.setIndustry(industry);
-            stock.setListed(listed);
-          } else {
-            var stock = new Stock();
-            stock.setCode(code);
-            stock.setName(name);
-            stock.setFullname(fullname);
-            stock.setMarket(market);
-            stock.setIndustry(industry);
-            stock.setListed(listed);
-            stocks.add(stock);
-          }
-        });
-    repository.saveAll(stocks);
-    log.info("股票列表刷新完成");
-  }
-}

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

@@ -1,22 +0,0 @@
-package com.lanyuanxiaoyao.leopard.server.service;
-
-import com.lanyuanxiaoyao.leopard.server.entity.Task;
-import com.lanyuanxiaoyao.leopard.server.repository.TaskRepository;
-import com.lanyuanxiaoyao.service.template.repository.SimpleRepository;
-import com.lanyuanxiaoyao.service.template.service.SimpleServiceSupport;
-import lombok.extern.slf4j.Slf4j;
-import org.springframework.stereotype.Service;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250829
- */
-@Slf4j
-@Service
-public class TaskService extends SimpleServiceSupport<Task> {
-
-
-  public TaskService(TaskRepository repository) {
-    super(repository);
-  }
-}

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

@@ -1,67 +0,0 @@
-package com.lanyuanxiaoyao.leopard.server.service;
-
-import cn.hutool.http.HttpUtil;
-import com.fasterxml.jackson.annotation.JsonProperty;
-import com.fasterxml.jackson.databind.ObjectMapper;
-import java.util.List;
-import java.util.Map;
-import lombok.SneakyThrows;
-import lombok.extern.slf4j.Slf4j;
-import org.springframework.http.converter.json.Jackson2ObjectMapperBuilder;
-import org.springframework.stereotype.Service;
-
-/**
- * 对接TuShare接口
- *
- * @author lanyuanxiaoyao
- * @version 20250828
- */
-@Slf4j
-@Service
-public class TuShareService {
-  private static final String API_URL = "https://api.tushare.pro";
-  private static final String API_TOKEN = "64ebff4fa679167600b905ee45dd88e76f3963c0ff39157f3f085f0e";
-
-  private final ObjectMapper mapper;
-
-  public TuShareService(Jackson2ObjectMapperBuilder builder) {
-    this.mapper = builder.build();
-  }
-
-  @SneakyThrows
-  private String buildRequest(String apiName, Map<String, Object> params, List<String> fields) {
-    return mapper.writeValueAsString(Map.of(
-        "api_name", apiName,
-        "token", API_TOKEN,
-        "params", params,
-        "fields", fields
-    ));
-  }
-
-  @SneakyThrows
-  public TuShareResponse stockList() {
-    var response = HttpUtil.post(API_URL, buildRequest(
-        "stock_basic",
-        Map.of("list_status", "L"),
-        List.of("ts_code", "name", "fullname", "exchange", "industry", "list_status")
-    ));
-    var tuShareResponse = mapper.readValue(response, TuShareResponse.class);
-    if (tuShareResponse.code != 0) {
-      throw new RuntimeException(tuShareResponse.message);
-    }
-    return tuShareResponse;
-  }
-
-  public record TuShareResponse(
-      Integer code,
-      @JsonProperty("msg")
-      String message,
-      Data data
-  ) {
-    public record Data(
-        List<String> fields,
-        List<List<String>> items
-    ) {
-    }
-  }
-}

leopard-server/src/main/java/com/lanyuanxiaoyao/leopard/server/task/TaskTemplate.java

@@ -1,20 +0,0 @@
-package com.lanyuanxiaoyao.leopard.server.task;
-
-import java.util.Map;
-
-/**
- * 任务
- *
- * @author lanyuanxiaoyao
- * @version 20250829
- */
-public abstract class TaskTemplate {
-  private String name;
-  private String description;
-
-  public abstract Type getType();
-
-  public enum Type {
-    CLASS
-  }
-}

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

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

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

@@ -9,11 +9,25 @@ spring:
     async:
       request-timeout: 3600000
   datasource:
-    url: jdbc:mysql://mysql.lanyuanxiaoyao.com:43780/leopard?useSSL=false
+    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
+    hibernate:
+      ddl-auto: update
+  quartz:
+    wait-for-jobs-to-complete-on-shutdown: true
+    startup-delay: 30s
+    job-store-type: jdbc
+    jdbc:
+      platform: postgres
+      initialize-schema: always
+    properties:
+      org:
+        quartz:
+          jobStore:
+            driverDelegateClass: org.quartz.impl.jdbcjobstore.PostgreSQLDelegate
 fenix:
   print-banner: false

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

@@ -1,24 +1,37 @@
 <configuration>
-    <include resource="org/springframework/boot/logging/logback/defaults.xml"/>
+  <include resource="org/springframework/boot/logging/logback/defaults.xml"/>
 
-    <conversionRule conversionWord="clr" converterClass="org.springframework.boot.logging.logback.ColorConverter"/>
-    <conversionRule conversionWord="wex" converterClass="org.springframework.boot.logging.logback.WhitespaceThrowableProxyConverter"/>
-    <conversionRule conversionWord="wEx" converterClass="org.springframework.boot.logging.logback.ExtendedWhitespaceThrowableProxyConverter"/>
+  <conversionRule conversionWord="clr" class="org.springframework.boot.logging.logback.ColorConverter"/>
+  <conversionRule conversionWord="wex" class="org.springframework.boot.logging.logback.WhitespaceThrowableProxyConverter"/>
+  <conversionRule conversionWord="wEx" class="org.springframework.boot.logging.logback.ExtendedWhitespaceThrowableProxyConverter"/>
 
-    <springProperty scope="context" name="LOGGING_PARENT" source="logging.parent"/>
-    <springProperty scope="context" name="APP_NAME" source="spring.application.name"/>
+  <springProperty scope="context" name="LOGGING_PARENT" source="logging.parent"/>
+  <springProperty scope="context" name="APP_NAME" source="spring.application.name"/>
 
-    <appender name="Console" class="ch.qos.logback.core.ConsoleAppender">
-        <encoder>
-            <pattern>%d{yyyy-MM-dd HH:mm:ss.SSS} %clr(%5p) %clr([${HOSTNAME}]){yellow} %clr([%t]){magenta} %clr(%logger{40}){cyan}: %m%n%wEx</pattern>
-        </encoder>
-    </appender>
+  <appender name="Console" class="ch.qos.logback.core.ConsoleAppender">
+    <encoder>
+      <pattern>%d{yyyy-MM-dd HH:mm:ss.SSS} %clr(%5p) %clr([${HOSTNAME}]){yellow} %clr([%t]){magenta} %clr(%logger{40}){cyan}: %m%n%wEx
+      </pattern>
+    </encoder>
+  </appender>
 
-    <logger name="com.zaxxer.hikari" level="ERROR"/>
-    <logger name="org.hibernate.SQL" level="DEBUG"/>
-    <logger name="org.hibernate.type.descriptor.jdbc.BasicBinder" level="TRACE"/>
+  <appender name="RollingFile" class="ch.qos.logback.core.rolling.RollingFileAppender">
+    <file>${LOGGING_PARENT:-.}/${APP_NAME:-run}.log</file>
+    <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>
+    </encoder>
+  </appender>
 
-    <root level="INFO">
-        <appender-ref ref="Console"/>
-    </root>
+  <logger name="com.zaxxer.hikari" level="ERROR"/>
+  <logger name="org.hibernate.SQL" level="DEBUG"/>
+
+  <root level="INFO">
+    <appender-ref ref="Console"/>
+    <appender-ref ref="RollingFile"/>
+  </root>
 </configuration>

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

@@ -9,14 +9,18 @@ Content-Type: application/json
   "api_name": "stock_basic",
   "token": "{{api_key}}",
   "params": {
-    "list_status": "D,P,L"
+    "list_status": "L",
+    "market": "主板",
+    "exchange": "SSE,SZSE"
   },
   "fields": [
     "ts_code",
     "name",
     "fullname",
     "exchange",
-    "industry"
+    "industry",
+    "market",
+    "list_date"
   ]
 }
 
@@ -25,23 +29,238 @@ 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": [
+    "basic_eps",
+    "diluted_eps",
+    "total_revenue",
+    "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"
+  ]
+}
+
+### Get daily list
+POST {{api_url}}
+Content-Type: application/json
+
+{
+  "api_name": "daily",
+  "token": "{{api_key}}",
+  "params": {
+    "ts_code": "000001.SZ",
+    "trade_date": "20140715"
+  },
+  "fields": [
+    "close",
+    "pre_close"
+  ]
+}
+
+### Get trade date
+POST {{api_url}}
+Content-Type: application/json
+
+{
+  "api_name": "trade_cal",
+  "token": "{{api_key}}",
+  "params": {
+    "exchange": "BSE",
+    "is_open": 1
+  },
+  "fields": [
+    "exchange",
+    "cal_date",
+    "is_open",
+    "pretrade_date"
+  ]
+}
+
+### Get Factor
+POST {{api_url}}
+Content-Type: application/json
+
+{
+  "api_name": "adj_factor",
+  "token": "{{api_key}}",
+  "params": {
+    "ts_code": "600018.SH",
+    "trade_date": "20060331"
   },
   "fields": [
     "ts_code",
-    "ann_date",
-    "fiscal_year",
-    "report_type",
-    "net_profit",
-    "total_revenue",
-    "total_cost",
-    "gross_profit",
-    "operating_profit",
-    "net_profit_before_tax",
-    "net_profit_to_parent",
-    "total_revenue_to_parent"
+    "trade_date",
+    "adj_factor"
+  ]
+}
+
+### Get daily factor
+POST {{api_url}}
+Content-Type: application/json
+
+{
+  "api_name": "stk_factor_pro",
+  "token": "{{api_key}}",
+  "params": {
+    "ts_code": "600018.SH",
+    "trade_date": "20060331"
+  },
+  "fields": [
+    "ts_code",
+    "trade_date",
+    "open",
+    "open_qfq",
+    "open_hfq",
+    "close",
+    "close_qfq",
+    "close_hfq"
+  ]
+}
+
+### Get income
+POST {{api_url}}
+Content-Type: application/json
+
+{
+  "api_name": "income_vip",
+  "token": "{{api_key}}",
+  "params": {
+    "ts_code": "000799.SZ",
+    "period": "20191231"
+  },
+  "fields": [
+    "revenue",
+    "total_revenue"
+  ]
+}
+
+### Get cashflow
+POST {{api_url}}
+Content-Type: application/json
+
+{
+  "api_name": "cashflow_vip",
+  "token": "{{api_key}}",
+  "params": {
+    "ts_code": "000002.SZ",
+    "period": "20231231"
+  },
+  "fields": [
+    "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"
+  ]
+}
+
+### Get balancesheet
+POST {{api_url}}
+Content-Type: application/json
+
+{
+  "api_name": "balancesheet_vip",
+  "token": "{{api_key}}",
+  "params": {
+    "ts_code": "000799.SZ",
+    "period": "20191231"
+  },
+  "fields": [
+    "total_liab_hldr_eqy",
+    "total_assets"
+  ]
+}
+
+### Get fina_indicator
+POST {{api_url}}
+Content-Type: application/json
+
+{
+  "api_name": "fina_indicator",
+  "token": "{{api_key}}",
+  "params": {
+    "ts_code": "001400.SZ",
+    "period": "20231231"
+  },
+  "fields": [
+    "ts_code",
+    "current_ratio",
+    "quick_ratio",
+    "invturn_days",
+    "arturn_days",
+    "ar_turn"
+  ]
+}
+
+### Get suspend
+POST {{api_url}}
+Content-Type: application/json
+
+{
+  "api_name": "suspend",
+  "token": "{{api_key}}",
+  "params": {
+    "ts_code": "000001.SZ",
+    "suspend_type": "S"
+  },
+  "fields": [
+    "suspend_date",
+    "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

@@ -0,0 +1,104 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xmlns="http://maven.apache.org/POM/4.0.0"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <parent>
+    <groupId>com.lanyuanxiaoyao</groupId>
+    <artifactId>leopard</artifactId>
+    <version>1.0.0</version>
+  </parent>
+
+  <artifactId>leopard-strategy</artifactId>
+
+  <dependencies>
+    <dependency>
+      <groupId>com.lanyuanxiaoyao</groupId>
+      <artifactId>leopard-core</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>org.springframework.boot</groupId>
+      <artifactId>spring-boot-starter</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>com.yomahub</groupId>
+      <artifactId>liteflow-spring-boot-starter</artifactId>
+    </dependency>
+    <dependency>
+      <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>
+      <groupId>org.springframework.boot</groupId>
+      <artifactId>spring-boot-starter-test</artifactId>
+    </dependency>
+
+    <dependency>
+      <groupId>org.postgresql</groupId>
+      <artifactId>postgresql</artifactId>
+      <scope>runtime</scope>
+    </dependency>
+    <dependency>
+      <groupId>com.h2database</groupId>
+      <artifactId>h2</artifactId>
+      <scope>runtime</scope>
+    </dependency>
+  </dependencies>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-compiler-plugin</artifactId>
+        <configuration>
+          <annotationProcessorPaths>
+            <path>
+              <groupId>org.springframework.boot</groupId>
+              <artifactId>spring-boot-configuration-processor</artifactId>
+            </path>
+            <path>
+              <groupId>org.projectlombok</groupId>
+              <artifactId>lombok</artifactId>
+            </path>
+          </annotationProcessorPaths>
+        </configuration>
+      </plugin>
+      <plugin>
+        <groupId>org.springframework.boot</groupId>
+        <artifactId>spring-boot-maven-plugin</artifactId>
+        <configuration>
+          <excludes>
+            <exclude>
+              <groupId>org.projectlombok</groupId>
+              <artifactId>lombok</artifactId>
+            </exclude>
+          </excludes>
+        </configuration>
+        <executions>
+          <execution>
+            <phase>package</phase>
+            <goals>
+              <goal>repackage</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+    </plugins>
+  </build>
+</project>

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

@@ -0,0 +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.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 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.jpa.repository.config.EnableJpaAuditing;
+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(readOnly = true)
+  @EventListener(ApplicationReadyEvent.class)
+  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()
+        );
+
+        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

@@ -0,0 +1,17 @@
+spring:
+  application:
+    name: leopard-strategy
+  datasource:
+    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

@@ -0,0 +1,23 @@
+<configuration>
+    <include resource="org/springframework/boot/logging/logback/defaults.xml"/>
+
+    <conversionRule conversionWord="clr" class="org.springframework.boot.logging.logback.ColorConverter"/>
+    <conversionRule conversionWord="wex" class="org.springframework.boot.logging.logback.WhitespaceThrowableProxyConverter"/>
+    <conversionRule conversionWord="wEx" class="org.springframework.boot.logging.logback.ExtendedWhitespaceThrowableProxyConverter"/>
+
+    <springProperty scope="context" name="LOGGING_PARENT" source="logging.parent"/>
+    <springProperty scope="context" name="APP_NAME" source="spring.application.name"/>
+
+    <appender name="Console" class="ch.qos.logback.core.ConsoleAppender">
+        <encoder>
+            <pattern>%d{yyyy-MM-dd HH:mm:ss.SSS} %clr(%5p) %clr([${HOSTNAME}]){yellow} %clr([%t]){magenta} %clr(%logger{40}){cyan}: %m%n%wEx</pattern>
+        </encoder>
+    </appender>
+
+    <logger name="com.lanyuanxiaoyao.leopard" level="INFO"/>
+    <logger name="org.hibernate.SQL" level="DEBUG"/>
+
+    <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/TestMaCalculate.java

@@ -0,0 +1,22 @@
+package com.lanyuanxiaoyao.leopard.strategy;
+
+import com.lanyuanxiaoyao.leopard.core.repository.StockRepository;
+import lombok.extern.slf4j.Slf4j;
+import org.junit.jupiter.api.Test;
+import org.springframework.boot.test.autoconfigure.orm.jpa.DataJpaTest;
+
+@Slf4j
+@DataJpaTest
+public class TestMaCalculate {
+  private final StockRepository stockRepository;
+
+  public TestMaCalculate(StockRepository stockRepository) {
+    this.stockRepository = stockRepository;
+  }
+
+  @Test
+  public void test() {
+    var total = stockRepository.count();
+    log.info("Total: {}", total);
+  }
+}

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

@@ -7,29 +7,30 @@
     "dev": "vite",
     "build": "tsc -b && vite build",
     "preview": "vite preview",
-    "test": "vitest run"
+    "test": "vitest run",
+    "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",
@@ -39,10 +40,11 @@
     "@types/react": "^18.3.24",
     "@types/react-dom": "^18.3.7",
     "@vitejs/plugin-react-swc": "^3.11.0",
-    "globals": "^16.3.0",
-    "sass": "^1.91.0",
+    "globals": "^16.4.0",
+    "rimraf": "^6.0.1",
+    "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

@@ -2,13 +2,17 @@ import {createRoot} from 'react-dom/client'
 import {createHashRouter, Navigate, type RouteObject, RouterProvider} from 'react-router'
 import './index.scss'
 import './components/amis/Registry.ts'
-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 TaskAdd from './pages/task/TaskAdd.tsx';
+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 TaskList from './pages/task/TaskList.tsx'
+import TaskTemplateList from './pages/task/TaskTemplateList.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[] = [
   {
@@ -26,41 +30,64 @@ 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,
+              },
+            ],
+          },
+        ],
       },
       {
         path: 'task',
         children: [
-          {
-            index: true,
-            element: <Navigate to="/task/list" replace/>,
-          },
           {
             path: 'list',
             Component: TaskList,
           },
           {
-            path: 'add',
-            Component: TaskAdd,
+            path: 'detail/:id',
+            Component: TaskDetail,
           },
-        ]
+          {
+            path: 'template',
+            children: [
+              {
+                path: 'list',
+                Component: TaskTemplateList,
+              },
+            ],
+          },
+          {
+            path: 'schedule',
+            children: [
+              {
+                path: 'list',
+                Component: TaskScheduleList,
+              },
+              {
+                path: 'save',
+                Component: TaskScheduleSave,
+              },
+            ],
+          },
+        ],
       },
       {
         path: 'test',
         Component: Test,
-      }
+      },
     ],
   },
 ]

leopard-web/src/pages/Root.tsx

@@ -1,12 +1,14 @@
 import {
+  ClockCircleOutlined,
   DeploymentUnitOutlined,
+  FileOutlined,
   InfoCircleOutlined,
   MoneyCollectOutlined,
-  UnorderedListOutlined
-} from "@ant-design/icons";
+  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'
@@ -39,11 +41,39 @@ 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/>,
+            },
+          ],
         },
         {
           path: '/test',
@@ -57,7 +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
@@ -91,7 +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

@@ -4,13 +4,11 @@ import {
   commonInfo,
   crudCommonOptions,
   paginationTemplate,
-  remoteMappings,
   remoteOptions,
+  stockListColumns,
 } from '../../util/amis.tsx'
-import {useNavigate} from 'react-router'
 
 function StockList() {
-  const navigate = useNavigate()
   return (
     <div className="stock-list">
       {amisRender(
@@ -96,58 +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,
-                  ...remoteMappings('stock_market', 'market'),
-                },
-                {
-                  name: 'industry',
-                  label: '行业',
-                  width: 150,
-                },
-                {
-                  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/TaskAdd.tsx

@@ -1,27 +0,0 @@
-import React from 'react'
-import {amisRender, commonInfo} from '../../util/amis.tsx'
-
-function TaskAdd() {
-  return (
-    <div className="task-add">
-      {amisRender(
-        {
-          type: 'page',
-          title: '任务添加',
-          body: [
-            {
-              debug: commonInfo.debug,
-              type: 'form',
-              wrapWithPanel: false,
-              mode: 'horizontal',
-              labelAlign: 'left',
-              body: [],
-            },
-          ],
-        },
-      )}
-    </div>
-  )
-}
-
-export default React.memo(TaskAdd)

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} from '../../util/amis.tsx'
+import {
+  amisRender,
+  commonInfo,
+  crudCommonOptions,
+  horizontalFormOptions,
+  paginationTemplate,
+  remoteMappings,
+  remoteOptions,
+  time,
+} from '../../util/amis.tsx'
 import {useNavigate} from 'react-router'
 
 function TaskList() {
@@ -23,6 +32,7 @@ function TaskList() {
                   },
                 },
               },
+              interval: 30000,
               ...crudCommonOptions(),
               ...paginationTemplate(
                 15,
@@ -32,17 +42,26 @@ function TaskList() {
                     type: 'action',
                     label: '',
                     icon: 'fa fa-plus',
-                    tooltip: '添加任务',
-                    tooltipPlacement: 'top',
-                    onEvent: {
-                      click: {
-                        actions: [
+                    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: [
                           {
-                            actionType: 'custom',
-                            // @ts-ignore
-                            script: (context, action, event) => {
-                              navigate('/task/add')
-                            },
+                            name: 'templateId',
+                            label: '名称',
+                            required: true,
+                            selectFirst: true,
+                            ...remoteOptions('select', 'task_template_id'),
                           },
                         ],
                       },
@@ -63,18 +82,36 @@ function TaskList() {
                 {
                   name: 'status',
                   label: '状态',
+                  align: 'center',
                   width: 100,
                   ...remoteMappings('task_status', 'status'),
                 },
+                {
+                  label: '进度',
+                  type: 'progress',
+                  width: 200,
+                  value: '${ROUND(step * 100, 0)}',
+                },
+                {
+                  label: '耗时',
+                  type: 'tpl',
+                  align: 'center',
+                  width: 150,
+                  tpl: "${IF(costText, costText, '/')}",
+                },
                 {
                   name: 'launchedTime',
                   label: '启动时间',
-                  width: 100,
+                  width: 150,
+                  align: 'center',
+                  ...time('launchedTime'),
                 },
                 {
                   name: 'finishedTime',
                   label: '结束时间',
-                  width: 100,
+                  width: 150,
+                  align: 'center',
+                  ...time('finishedTime'),
                 },
                 {
                   type: 'operation',
@@ -99,6 +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',
+                    },
                   ],
                 },
               ],