diff --git a/Makefile b/Makefile
index 65590db..c89d6b1 100644
--- a/Makefile
+++ b/Makefile
@@ -33,7 +33,7 @@ else
 endif
 
 .PHONY: install
-install: install-data-mate
+install: install-datamate
 
 .PHONY: uninstall-%
 uninstall-%:
@@ -54,32 +54,20 @@ else
 endif
 
 .PHONY: uninstall
-uninstall: uninstall-data-mate
+uninstall: uninstall-datamate
 
 # build
-.PHONY: mineru-docker-build
-mineru-docker-build:
-	docker build -t mineru:$(VERSION) . -f scripts/images/mineru/Dockerfile
-
-.PHONY: datax-docker-build
-datax-docker-build:
-	docker build -t datax:$(VERSION) . -f scripts/images/datax/Dockerfile
-
-.PHONY: unstructured-docker-build
-unstructured-docker-build:
-	docker build -t unstructured:$(VERSION) . -f scripts/images/unstructured/Dockerfile
-
 .PHONY: backend-docker-build
 backend-docker-build:
-	docker build -t backend:$(VERSION) . -f scripts/images/backend/Dockerfile
+	docker build -t datamate-backend:$(VERSION) . -f scripts/images/backend/Dockerfile
 
 .PHONY: frontend-docker-build
 frontend-docker-build:
-	docker build -t frontend:$(VERSION) . -f scripts/images/frontend/Dockerfile
+	docker build -t datamate-frontend:$(VERSION) . -f scripts/images/frontend/Dockerfile
 
 .PHONY: runtime-docker-build
 runtime-docker-build:
-	docker build -t runtime:$(VERSION) . -f scripts/images/runtime/Dockerfile
+	docker build -t datamate-runtime:$(VERSION) . -f scripts/images/runtime/Dockerfile
 
 .PHONY: label-studio-adapter-docker-build
 label-studio-adapter-docker-build:
@@ -87,55 +75,57 @@ label-studio-adapter-docker-build:
 
 .PHONY: backend-docker-install
 backend-docker-install:
-	cd deployment/docker/data-mate && docker-compose up -d backend
+	cd deployment/docker/datamate && docker-compose up -d backend
 
 .PHONY: backend-docker-uninstall
 backend-docker-uninstall:
-	cd deployment/docker/data-mate && docker-compose down backend
+	cd deployment/docker/datamate && docker-compose down backend
 
 .PHONY: frontend-docker-install
 frontend-docker-install:
-	cd deployment/docker/data-mate && docker-compose up -d frontend
+	cd deployment/docker/datamate && docker-compose up -d frontend
 
 .PHONY: frontend-docker-uninstall
 frontend-docker-uninstall:
-	cd deployment/docker/data-mate && docker-compose down frontend
+	cd deployment/docker/datamate && docker-compose down frontend
 
 .PHONY: runtime-docker-install
 runtime-docker-install:
-	cd deployment/docker/data-mate && docker-compose up -d runtime
+	cd deployment/docker/datamate && docker-compose up -d runtime
 
 .PHONY: runtime-docker-uninstall
 runtime-docker-uninstall:
-	cd deployment/docker/data-mate && docker-compose down runtime
+	cd deployment/docker/datamate && docker-compose down runtime
 
 .PHONY: runtime-k8s-install
 runtime-k8s-install: create-namespace
-	helm upgrade kuberay-operator deployment/helm/ray/kuberay-operator --install -n $(NAMESPACE)
-	helm upgrade raycluster deployment/helm/ray/ray-cluster/ --install -n $(NAMESPACE)
+	helm upgrade datamate-kuberay-operator deployment/helm/ray/kuberay-operator --install -n $(NAMESPACE)
+	helm upgrade datamate-raycluster deployment/helm/ray/ray-cluster/ --install -n $(NAMESPACE)
 	kubectl apply -f deployment/helm/ray/service.yaml -n $(NAMESPACE)
 
 .PHONY: runtime-k8s-uninstall
 runtime-k8s-uninstall:
-	helm uninstall raycluster -n $(NAMESPACE)
-	helm uninstall kuberay-operator -n $(NAMESPACE)
+	helm uninstall datamate-raycluster -n $(NAMESPACE)
+	helm uninstall datamate-kuberay-operator -n $(NAMESPACE)
 	kubectl delete -f deployment/helm/ray/service.yaml -n $(NAMESPACE)
 
-.PHONY: unstructured-k8s-install
-unstructured-k8s-install: create-namespace
-	kubectl apply -f deployment/kubernetes/unstructured/deploy.yaml -n $(NAMESPACE)
-
 .PHONY: mysql-k8s-install
 mysql-k8s-install: create-namespace
-	kubectl create configmap init-sql --from-file=scripts/db/ --dry-run=client -o yaml | kubectl apply -f - -n $(NAMESPACE)
+	kubectl create configmap datamate-init-sql --from-file=scripts/db/ --dry-run=client -o yaml | kubectl apply -f - -n $(NAMESPACE)
 	kubectl apply -f deployment/kubernetes/mysql/configmap.yaml -n $(NAMESPACE)
 	kubectl apply -f deployment/kubernetes/mysql/deploy.yaml -n $(NAMESPACE)
 
 .PHONY: mysql-k8s-uninstall
 mysql-k8s-uninstall:
-	kubectl delete configmap init-sql -n $(NAMESPACE)
-	kubectl delete -f deployment/kubernetes/mysql/configmap.yaml -n $(NAMESPACE)
-	kubectl delete -f deployment/kubernetes/mysql/deploy.yaml -n $(NAMESPACE)
+	kubectl delete configmap datamate-init-sql -n $(NAMESPACE) --ignore-not-found
+	kubectl delete -f deployment/kubernetes/mysql/configmap.yaml -n $(NAMESPACE) --ignore-not-found
+	kubectl delete -f deployment/kubernetes/mysql/deploy.yaml -n $(NAMESPACE) --ignore-not-found
+
+.PHONY: database-k8s-install
+database-k8s-install: mysql-k8s-install
+
+.PHONY: database-k8s-uninstall
+database-k8s-uninstall: mysql-k8s-uninstall
 
 .PHONY: backend-k8s-install
 backend-k8s-install: create-namespace
@@ -143,7 +133,7 @@ backend-k8s-install: create-namespace
 
 .PHONY: backend-k8s-uninstall
 backend-k8s-uninstall:
-	kubectl delete -f deployment/kubernetes/backend/deploy.yaml -n $(NAMESPACE)
+	kubectl delete -f deployment/kubernetes/backend/deploy.yaml -n $(NAMESPACE) --ignore-not-found
 
 .PHONY: frontend-k8s-install
 frontend-k8s-install: create-namespace
@@ -151,18 +141,18 @@ frontend-k8s-install: create-namespace
 
 .PHONY: frontend-k8s-uninstall
 frontend-k8s-uninstall:
-	kubectl delete -f deployment/kubernetes/frontend/deploy.yaml -n $(NAMESPACE)
+	kubectl delete -f deployment/kubernetes/frontend/deploy.yaml -n $(NAMESPACE) --ignore-not-found
 
-.PHONY: data-mate-docker-install
-data-mate-docker-install:
+.PHONY: datamate-docker-install
+datamate-docker-install:
 	cd deployment/docker/datamate && docker-compose up -d
 
-.PHONY: data-mate-docker-uninstall
-data-mate-docker-uninstall:
+.PHONY: datamate-docker-uninstall
+datamate-docker-uninstall:
 	cd deployment/docker/datamate && docker-compose down
 
-.PHONY: data-mate-k8s-install
-data-mate-k8s-install: create-namespace mysql-k8s-install backend-k8s-install frontend-k8s-install runtime-k8s-install
+.PHONY: datamate-k8s-install
+datamate-k8s-install: create-namespace database-k8s-install backend-k8s-install frontend-k8s-install runtime-k8s-install
 
-.PHONY: data-mate-k8s-uninstall
-data-mate-k8s-uninstall: mysql-k8s-uninstall backend-k8s-uninstall frontend-k8s-uninstall runtime-k8s-uninstall
+.PHONY: datamate-k8s-uninstall
+datamate-k8s-uninstall: database-k8s-uninstall backend-k8s-uninstall frontend-k8s-uninstall runtime-k8s-uninstall
diff --git a/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/application/httpclient/RuntimeClient.java b/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/application/httpclient/RuntimeClient.java
index 6c47cbf..a526efd 100644
--- a/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/application/httpclient/RuntimeClient.java
+++ b/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/application/httpclient/RuntimeClient.java
@@ -14,7 +14,7 @@ import java.time.Duration;
 
 @Slf4j
 public class RuntimeClient {
-    private static final String BASE_URL = "http://runtime:8081/api";
+    private static final String BASE_URL = "http://datamate-runtime:8081/api";
 
     private static final String CREATE_TASK_URL = BASE_URL + "/task/{0}/submit";
 
diff --git a/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/application/service/CleaningTaskService.java b/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/application/service/CleaningTaskService.java
index 46beab3..e367cf9 100644
--- a/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/application/service/CleaningTaskService.java
+++ b/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/application/service/CleaningTaskService.java
@@ -12,6 +12,7 @@ import com.datamate.cleaning.domain.model.TaskProcess;
 import com.datamate.cleaning.infrastructure.persistence.mapper.CleaningResultMapper;
 import com.datamate.cleaning.infrastructure.persistence.mapper.CleaningTaskMapper;
 import com.datamate.cleaning.infrastructure.persistence.mapper.OperatorInstanceMapper;
+import com.datamate.cleaning.interfaces.dto.CleaningProcess;
 import com.datamate.cleaning.interfaces.dto.CleaningTask;
 import com.datamate.cleaning.interfaces.dto.CreateCleaningTaskRequest;
 import com.datamate.cleaning.interfaces.dto.OperatorInstance;
@@ -55,7 +56,14 @@ public class CleaningTaskService {
 
     public List<CleaningTask> getTasks(String status, String keywords, Integer page, Integer size) {
         Integer offset = page * size;
-        return cleaningTaskMapper.findTasks(status, keywords, size, offset);
+        List<CleaningTask> tasks = cleaningTaskMapper.findTasks(status, keywords, size, offset);
+        tasks.forEach(this::setProcess);
+        return tasks;
+    }
+
+    private void setProcess(CleaningTask task) {
+        int count = cleaningResultMapper.countByInstanceId(task.getId());
+        task.setProgress(CleaningProcess.of(task.getFileCount(), count));
     }
 
     public int countTasks(String status, String keywords) {
@@ -80,6 +88,7 @@ public class CleaningTaskService {
         task.setDestDatasetId(destDataset.getId());
         task.setDestDatasetName(destDataset.getName());
         task.setBeforeSize(srcDataset.getTotalSize());
+        task.setFileCount(srcDataset.getFileCount());
         cleaningTaskMapper.insertTask(task);
 
         List<OperatorInstancePo> instancePos = request.getInstance().stream()
@@ -93,7 +102,9 @@ public class CleaningTaskService {
     }
 
     public CleaningTask getTask(String taskId) {
-        return cleaningTaskMapper.findTaskById(taskId);
+        CleaningTask task = cleaningTaskMapper.findTaskById(taskId);
+        setProcess(task);
+        return task;
     }
 
     @Transactional
@@ -113,7 +124,7 @@ public class CleaningTaskService {
         process.setDatasetId(task.getDestDatasetId());
         process.setDatasetPath(FLOW_PATH + "/" + task.getId() + "/dataset.jsonl");
         process.setExportPath(DATASET_PATH + "/" + task.getDestDatasetId());
-        process.setExecutorType(ExecutorType.DATA_PLATFORM.getValue());
+        process.setExecutorType(ExecutorType.DATAMATE.getValue());
         process.setProcess(instances.stream()
                 .map(instance -> Map.of(instance.getId(), instance.getOverrides()))
                 .toList());
diff --git a/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/domain/model/ExecutorType.java b/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/domain/model/ExecutorType.java
index 8ec2043..70b6c90 100644
--- a/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/domain/model/ExecutorType.java
+++ b/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/domain/model/ExecutorType.java
@@ -4,7 +4,7 @@ import lombok.Getter;
 
 @Getter
 public enum ExecutorType {
-    DATA_PLATFORM("data_platform"),
+    DATAMATE("datamate"),
     DATA_JUICER_RAY("ray"),
     DATA_JUICER_DEFAULT("default");
 
diff --git a/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/infrastructure/persistence/mapper/CleaningResultMapper.java b/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/infrastructure/persistence/mapper/CleaningResultMapper.java
index 24548d8..b6e1da6 100644
--- a/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/infrastructure/persistence/mapper/CleaningResultMapper.java
+++ b/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/infrastructure/persistence/mapper/CleaningResultMapper.java
@@ -6,4 +6,6 @@ import org.apache.ibatis.annotations.Param;
 @Mapper
 public interface CleaningResultMapper {
     void deleteByInstanceId(@Param("instanceId") String instanceId);
+
+    int countByInstanceId(@Param("instanceId") String instanceId);
 }
diff --git a/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/interfaces/dto/CleaningProcess.java b/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/interfaces/dto/CleaningProcess.java
index 760c2bf..1decd56 100644
--- a/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/interfaces/dto/CleaningProcess.java
+++ b/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/interfaces/dto/CleaningProcess.java
@@ -4,6 +4,9 @@ package com.datamate.cleaning.interfaces.dto;
 import lombok.Getter;
 import lombok.Setter;
 
+import java.math.BigDecimal;
+import java.math.RoundingMode;
+
 /**
  * CleaningProcess
  */
@@ -16,5 +19,20 @@ public class CleaningProcess {
     private Integer totalFileNum;
 
     private Integer finishedFileNum;
+
+    public CleaningProcess(int totalFileNum, int finishedFileNum) {
+        this.totalFileNum = totalFileNum;
+        this.finishedFileNum = finishedFileNum;
+        if (totalFileNum == 0) {
+            this.process = 0.0f;
+        } else {
+            this.process = BigDecimal.valueOf(finishedFileNum * 100L)
+                .divide(BigDecimal.valueOf(totalFileNum), 2, RoundingMode.HALF_UP).floatValue();
+        }
+    }
+
+    public static CleaningProcess of(int totalFileNum, int finishedFileNum) {
+        return new CleaningProcess(totalFileNum, finishedFileNum);
+    }
 }
 
diff --git a/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/interfaces/dto/CleaningTask.java b/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/interfaces/dto/CleaningTask.java
index 2ee603c..43f2881 100644
--- a/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/interfaces/dto/CleaningTask.java
+++ b/backend/services/data-cleaning-service/src/main/java/com/datamate/cleaning/interfaces/dto/CleaningTask.java
@@ -36,6 +36,8 @@ public class CleaningTask {
 
     private long afterSize;
 
+    private int fileCount;
+
     /**
      * 任务当前状态
      */
diff --git a/backend/services/data-cleaning-service/src/main/resources/mappers/CleaningResultMapper.xml b/backend/services/data-cleaning-service/src/main/resources/mappers/CleaningResultMapper.xml
index b3d6446..e8ab7df 100644
--- a/backend/services/data-cleaning-service/src/main/resources/mappers/CleaningResultMapper.xml
+++ b/backend/services/data-cleaning-service/src/main/resources/mappers/CleaningResultMapper.xml
@@ -5,4 +5,8 @@
         DELETE FROM t_clean_result WHERE instance_id = #{instanceId}
     </delete>
 
+    <select id="countByInstanceId" resultType="java.lang.Integer">
+        SELECT COUNT(1) FROM t_clean_result WHERE instance_id = #{instanceId}
+    </select>
+
 </mapper>
diff --git a/backend/services/data-cleaning-service/src/main/resources/mappers/CleaningTaskMapper.xml b/backend/services/data-cleaning-service/src/main/resources/mappers/CleaningTaskMapper.xml
index 7a16f73..6404c5d 100644
--- a/backend/services/data-cleaning-service/src/main/resources/mappers/CleaningTaskMapper.xml
+++ b/backend/services/data-cleaning-service/src/main/resources/mappers/CleaningTaskMapper.xml
@@ -3,7 +3,7 @@
 <mapper namespace="com.datamate.cleaning.infrastructure.persistence.mapper.CleaningTaskMapper">
     <sql id="Base_Column_List">
         id, name, description, src_dataset_id, src_dataset_name, dest_dataset_id, dest_dataset_name, before_size,
-        after_size, status, created_at, started_at, finished_at
+        after_size, file_count, status, created_at, started_at, finished_at
     </sql>
 
     <select id="findTasks" resultType="com.datamate.cleaning.interfaces.dto.CleaningTask">
@@ -28,9 +28,9 @@
 
     <insert id="insertTask">
         INSERT INTO t_clean_task (id, name, description, status, src_dataset_id, src_dataset_name, dest_dataset_id,
-                                  dest_dataset_name, before_size, after_size, created_at)
+                                  dest_dataset_name, before_size, after_size, file_count, created_at)
         VALUES (#{id}, #{name}, #{description}, #{status}, #{srcDatasetId}, #{srcDatasetName}, #{destDatasetId},
-                #{destDatasetName}, ${beforeSize}, ${afterSize}, NOW())
+                #{destDatasetName}, #{beforeSize}, #{afterSize}, #{fileCount}, NOW())
     </insert>
 
     <update id="updateTask">
diff --git a/backend/services/main-application/src/main/resources/application.yml b/backend/services/main-application/src/main/resources/application.yml
index 9968949..2dc926f 100644
--- a/backend/services/main-application/src/main/resources/application.yml
+++ b/backend/services/main-application/src/main/resources/application.yml
@@ -12,7 +12,7 @@ spring:
   # 数据源配置
   datasource:
     driver-class-name: com.mysql.cj.jdbc.Driver
-    url: jdbc:mysql://mysql:3306/datamate?useUnicode=true&characterEncoding=utf8&useSSL=false&serverTimezone=Asia/Shanghai&allowPublicKeyRetrieval=true
+    url: jdbc:mysql://datamate-database:3306/datamate?useUnicode=true&characterEncoding=utf8&useSSL=false&serverTimezone=Asia/Shanghai&allowPublicKeyRetrieval=true
     username: ${DB_USERNAME:root}
     password: ${DB_PASSWORD:Huawei@123}
     hikari:
diff --git a/backend/services/main-application/src/main/resources/log4j2.xml b/backend/services/main-application/src/main/resources/log4j2.xml
index f9d0cf3..5358fc9 100644
--- a/backend/services/main-application/src/main/resources/log4j2.xml
+++ b/backend/services/main-application/src/main/resources/log4j2.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <Configuration status="WARN" monitorInterval="30">
     <Properties>
-        <Property name="LOG_PATH">/var/log/data-mate/backend</Property>
+        <Property name="LOG_PATH">/var/log/datamate/backend</Property>
         <Property name="LOG_PATTERN">%d{yyyy-MM-dd HH:mm:ss} [%thread] %-5level %logger{50} - %msg%n</Property>
         <Property name="MAX_FILE_SIZE">100MB</Property>
         <Property name="MAX_HISTORY">30</Property>
diff --git a/deployment/docker/datamate/docker-compose.yml b/deployment/docker/datamate/docker-compose.yml
index de123eb..749fb4d 100644
--- a/deployment/docker/datamate/docker-compose.yml
+++ b/deployment/docker/datamate/docker-compose.yml
@@ -1,63 +1,70 @@
 services:
   # 1) backend
-  backend:
-    container_name: backend
-    image: backend
+  datamate-backend:
+    container_name: datamate-backend
+    image: datamate-backend
     restart: on-failure
     privileged: true
     ports:
-      - "8080:8080"
+      - "8080"
     volumes:
       - dataset_volume:/dataset
       - flow_volume:/flow
-      - log_volume:/var/log/data-mate
-    networks: [ edatamate ]
+      - log_volume:/var/log/datamate
+    networks: [ datamate ]
     depends_on:
-      - mysql
+      - datamate-database
 
   # 2) frontend（NodePort 30000）
-  frontend:
-    container_name: frontend
-    image: frontend
+  datamate-frontend:
+    container_name: datamate-frontend
+    image: datamate-frontend
     restart: on-failure
     ports:
       - "30000:80"            # nodePort → hostPort
     volumes:
-      - log_volume:/var/log/data-mate
-    networks: [ edatamate ]
+      - frontend_log_volume:/var/log/datamate/frontend
+    networks: [ datamate ]
     depends_on:
-      - backend
+      - datamate-backend
 
-  # 3) mysql
-  mysql:
-    container_name: mysql
+  # 3) database
+  datamate-database:
+    container_name: datamate-database
     image: mysql:8
     restart: on-failure
     environment:
       MYSQL_ROOT_PASSWORD: Huawei@123
     ports:
-      - "3306:3306"
+      - "3306"
+    command: |
+      sh -c "
+        chown mysql:mysql /var/log/datamate/database &&
+        chmod 755 /var/log/datamate/database &&
+        exec docker-entrypoint.sh mysqld
+      "
     volumes:
       - mysql_volume:/var/lib/mysql
       - ../../../scripts/db:/docker-entrypoint-initdb.d
-      - ./utf8.cnf:/etc/mysql/conf.d/utf8.cnf
-      - log_volume:/var/log/data-mate
-    networks: [ edatamate ]
+      - ./utf8.cnf:/etc/mysql/conf.d/utf8.cnf:ro
+      - database_log_volume:/var/log/datamate/database
+    networks: [ datamate ]
 
-  runtime:
-    container_name: runtime
-    image: runtime
+  # 3) runtime
+  datamate-runtime:
+    container_name: datamate-runtime
+    image: datamate-runtime
     restart: on-failure
     environment:
       RAY_DEDUP_LOGS: "0"
       RAY_TQDM_PATCH_PRINT: "0"
-      MYSQL_HOST: "mysql"
+      MYSQL_HOST: "datamate-database"
       MYSQL_PORT: "3306"
       MYSQL_USER: "root"
       MYSQL_PASSWORD: "Huawei@123"
       MYSQL_DATABASE: "datamate"
     ports:
-      - "8081:8081"
+      - "8081"
     command:
       - python
       - /opt/runtime/datamate/operator_runtime.py
@@ -65,22 +72,27 @@ services:
       - "8081"
     volumes:
       - ray_log_volume:/tmp/ray
-      - log_volume:/var/log/data-mate
+      - log_volume:/var/log/datamate
       - dataset_volume:/dataset
       - flow_volume:/flow
+    networks: [ datamate ]
 
 volumes:
   dataset_volume:
-    name: data-mate-dataset-volume
+    name: datamate-dataset-volume
   flow_volume:
-    name: data-mate-flow-volume
+    name: datamate-flow-volume
   log_volume:
-    name: data-mate-log-volume
+    name: datamate-log-volume
   mysql_volume:
-    name: data-mate-mysql-volume
+    name: datamate-mysql-volume
   ray_log_volume:
-    name: data-mate-ray-log-volume
+    name: datamate-ray-log-volume
+  frontend_log_volume:
+    name: datamate-frontend-log-volume
+  database_log_volume:
+    name: datamate-database-log-volume
 
 networks:
-  edatamate:
+  datamate:
     driver: bridge
diff --git a/deployment/docker/datamate/utf8.cnf b/deployment/docker/datamate/utf8.cnf
index 4543673..65aaa4d 100644
--- a/deployment/docker/datamate/utf8.cnf
+++ b/deployment/docker/datamate/utf8.cnf
@@ -5,6 +5,7 @@ character-set-server = utf8mb4
 collation-server = utf8mb4_unicode_ci
 # 或者使用 utf8_general_ci (性能稍好，但排序规则稍宽松)
 default-time-zone = 'Asia/Shanghai'
+log_error=/var/log/datamate/database/error.log
 
 [client]
 # 设置客户端连接默认字符集
@@ -12,4 +13,4 @@ default-character-set = utf8mb4
 
 [mysql]
 # 设置 mysql 命令行客户端默认字符集
-default-character-set = utf8mb4
\ No newline at end of file
+default-character-set = utf8mb4
diff --git a/deployment/helm/ray/kuberay-operator/values.yaml b/deployment/helm/ray/kuberay-operator/values.yaml
index 8b0f382..1fac2a7 100644
--- a/deployment/helm/ray/kuberay-operator/values.yaml
+++ b/deployment/helm/ray/kuberay-operator/values.yaml
@@ -3,13 +3,13 @@
 # Declare variables to be passed into your templates.
 
 # -- String to partially override release name.
-nameOverride: kuberay-operator
+nameOverride: datamate-kuberay-operator
 
 # -- String to fully override release name.
-fullnameOverride: kuberay-operator
+fullnameOverride: datamate-kuberay-operator
 
 # -- String to override component name.
-componentOverride: kuberay-operator
+componentOverride: datamate-kuberay-operator
 
 image:
   # -- Image repository.
@@ -32,7 +32,7 @@ serviceAccount:
   create: true
   # -- The name of the service account to use.
   # If not set and create is true, a name is generated using the fullname template.
-  name: kuberay-operator
+  name: datamate-kuberay-operator
 
 logging:
   # -- Log encoder to use for stdout (one of `json` or `console`).
@@ -88,7 +88,7 @@ featureGates:
 # Configurations for KubeRay operator metrics.
 metrics:
   # -- Whether KubeRay operator should emit control plane metrics.
-  enabled: true
+  enabled: false
   serviceMonitor:
     # -- Enable a prometheus ServiceMonitor
     enabled: false
diff --git a/deployment/helm/ray/ray-cluster/values.yaml b/deployment/helm/ray/ray-cluster/values.yaml
index ef08f03..64c7b75 100644
--- a/deployment/helm/ray/ray-cluster/values.yaml
+++ b/deployment/helm/ray/ray-cluster/values.yaml
@@ -6,12 +6,12 @@
 # in this Helm chart.
 
 image:
-  repository: runtime
+  repository: datamate-runtime
   tag: latest
   pullPolicy: IfNotPresent
 
 nameOverride: "kuberay"
-fullnameOverride: ""
+fullnameOverride: "datamate-raycluster"
 
 imagePullSecrets: []
 # - name: an-existing-secret
@@ -68,7 +68,7 @@ head:
     - name: RAY_TQDM_PATCH_PRINT
       value: "0"
     - name: MYSQL_HOST
-      value: "mysql"
+      value: "datamate-database"
     - name: MYSQL_PORT
       value: "3306"
     - name: MYSQL_USER
@@ -114,15 +114,15 @@ head:
   volumes:
     - name: log-volume
       hostPath:
-        path: /opt/data-mate/data/log
+        path: /opt/datamate/data/log
         type: DirectoryOrCreate
     - name: dataset-volume
       hostPath:
-        path: /opt/data-mate/data/dataset
+        path: /opt/datamate/data/dataset
         type: DirectoryOrCreate
     - name: flow-volume
       hostPath:
-        path: /opt/data-mate/data/flow
+        path: /opt/datamate/data/flow
         type: DirectoryOrCreate
   volumeMounts:
     - mountPath: /tmp/ray
@@ -136,7 +136,7 @@ head:
   # Follows standard K8s container spec.
   sidecarContainers:
     - name: runtime
-      image: runtime
+      image: datamate-runtime
       imagePullPolicy: IfNotPresent
       command:
         - python
@@ -145,7 +145,7 @@ head:
         - "8081"
       env:
         - name: MYSQL_HOST
-          value: "mysql"
+          value: "datamate-database"
         - name: MYSQL_PORT
           value: "3306"
         - name: MYSQL_USER
@@ -160,7 +160,7 @@ head:
         - mountPath: /tmp/ray
           name: log-volume
           subPath: ray/head
-        - mountPath: /var/log/data-mate
+        - mountPath: /var/log/datamate
           name: log-volume
         - mountPath: /dataset
           name: dataset-volume
@@ -212,7 +212,7 @@ worker:
     - name: RAY_TQDM_PATCH_PRINT
       value: "0"
     - name: MYSQL_HOST
-      value: "mysql"
+      value: "datamate-database"
     - name: MYSQL_PORT
       value: "3306"
     - name: MYSQL_USER
@@ -257,15 +257,15 @@ worker:
   volumes:
     - name: log-volume
       hostPath:
-        path: /opt/data-mate/data/log
+        path: /opt/datamate/data/log
         type: DirectoryOrCreate
     - name: dataset-volume
       hostPath:
-        path: /opt/data-mate/data/dataset
+        path: /opt/datamate/data/dataset
         type: DirectoryOrCreate
     - name: flow-volume
       hostPath:
-        path: /opt/data-mate/data/flow
+        path: /opt/datamate/data/flow
         type: DirectoryOrCreate
   volumeMounts:
     - mountPath: /tmp/ray
@@ -350,15 +350,15 @@ additionalWorkerGroups:
     volumes:
       - name: log-volume
         hostPath:
-          path: /opt/data-mate/data/log
+          path: /opt/datamate/data/log
           type: DirectoryOrCreate
       - name: dataset-volume
         hostPath:
-          path: /opt/data-mate/data/dataset
+          path: /opt/datamate/data/dataset
           type: DirectoryOrCreate
       - name: flow-volume
         hostPath:
-          path: /opt/data-mate/data/flow
+          path: /opt/datamate/data/flow
           type: DirectoryOrCreate
     volumeMounts:
       - mountPath: /tmp/ray
diff --git a/deployment/helm/ray/service.yaml b/deployment/helm/ray/service.yaml
index c0c69c2..1c1f81a 100644
--- a/deployment/helm/ray/service.yaml
+++ b/deployment/helm/ray/service.yaml
@@ -1,7 +1,7 @@
 apiVersion: v1
 kind: Service
 metadata:
-  name: runtime
+  name: datamate-runtime
   labels:
     ray.io/node-type: head
 spec:
diff --git a/deployment/kubernetes/backend/deploy.yaml b/deployment/kubernetes/backend/deploy.yaml
index 4c4c95f..cc20358 100644
--- a/deployment/kubernetes/backend/deploy.yaml
+++ b/deployment/kubernetes/backend/deploy.yaml
@@ -2,8 +2,9 @@ apiVersion: rbac.authorization.k8s.io/v1
 kind: Role
 metadata:
   labels:
-    app: backend
-  name: backend
+    app: datamate
+    tier: backend
+  name: datamate-backend
 rules:
   - verbs:
       - create
@@ -33,83 +34,89 @@ apiVersion: v1
 kind: ServiceAccount
 metadata:
   labels:
-    app: backend
-  name: backend
+    app: datamate
+    tier: backend
+  name: datamate-backend
 
 ---
 kind: RoleBinding
 apiVersion: rbac.authorization.k8s.io/v1
 metadata:
   labels:
-    app: backend
-  name: backend
+    app: datamate
+    tier: backend
+  name: datamate-backend
 roleRef:
   apiGroup: rbac.authorization.k8s.io
   kind: Role
-  name: backend
+  name: datamate-backend
 subjects:
   - kind: ServiceAccount
-    name: backend
+    name: datamate-backend
 
 ---
 apiVersion: apps/v1
 kind: Deployment
 metadata:
-  name: backend
+  name: datamate-backend
   labels:
-    app: backend
+    app: datamate
+    tier: backend
 spec:
   replicas: 1
   selector:
     matchLabels:
-      app: backend
+      app: datamate
+      tier: backend
   template:
     metadata:
       labels:
-        app: backend
+        app: datamate
+        tier: backend
     spec:
-      serviceAccountName: backend
+      serviceAccountName: datamate-backend
       containers:
-      - name: backend
-        image: backend
-        imagePullPolicy: IfNotPresent
-        env:
-          - name: namespace
-            valueFrom:
-              fieldRef:
-                fieldPath: metadata.namespace
-          - name: SPRING_CONFIG_LOCATION
-            value: file:/opt/backend/application.yml
-        ports:
-        - containerPort: 8080
-        volumeMounts:
-        - name: dataset-volume
-          mountPath: /dataset
-        - name: flow-volume
-          mountPath: /flow
-        - name: log-volume
-          mountPath: /var/log/data-mate
+        - name: backend
+          image: datamate-backend
+          imagePullPolicy: IfNotPresent
+          env:
+            - name: namespace
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.namespace
+            - name: SPRING_CONFIG_LOCATION
+              value: file:/opt/backend/application.yml
+          ports:
+            - containerPort: 8080
+          volumeMounts:
+            - name: dataset-volume
+              mountPath: /dataset
+            - name: flow-volume
+              mountPath: /flow
+            - name: log-volume
+              mountPath: /var/log/datamate
       volumes:
-      - name: dataset-volume
-        hostPath:
-          path: /opt/data-mate/data/dataset
-          type: DirectoryOrCreate
-      - name: flow-volume
-        hostPath:
-          path: /opt/data-mate/data/flow
-          type: DirectoryOrCreate
-      - name: log-volume
-        hostPath:
-          path: /opt/data-mate/data/log
-          type: DirectoryOrCreate
+        - name: dataset-volume
+          hostPath:
+            path: /opt/datamate/data/dataset
+            type: DirectoryOrCreate
+        - name: flow-volume
+          hostPath:
+            path: /opt/datamate/data/flow
+            type: DirectoryOrCreate
+        - name: log-volume
+          hostPath:
+            path: /opt/datamate/data/log
+            type: DirectoryOrCreate
 
 ---
 apiVersion: v1
 kind: Service
 metadata:
-  name: backend
+  name: datamate-backend
   labels:
-    app: backend
+    app: datamate
+    tier: backend
 spec:
   type: ClusterIP
   ports:
@@ -117,4 +124,5 @@ spec:
       targetPort: 8080
       protocol: TCP
   selector:
-    app: backend
+    app: datamate
+    tier: backend
diff --git a/deployment/kubernetes/datax/deploy.yaml b/deployment/kubernetes/datax/deploy.yaml
deleted file mode 100644
index ba8f0af..0000000
--- a/deployment/kubernetes/datax/deploy.yaml
+++ /dev/null
@@ -1,54 +0,0 @@
-apiVersion: apps/v1
-kind: Deployment
-metadata:
-  name: datax
-  labels:
-    app: datax
-spec:
-  replicas: 1
-  selector:
-    matchLabels:
-      app: datax
-  template:
-    metadata:
-      labels:
-        app: datax
-    spec:
-      containers:
-      - name: datax
-        image: datax
-        imagePullPolicy: IfNotPresent
-        securityContext:
-          capabilities:
-            add:
-              - SYS_ADMIN
-        command:
-          - bash
-          - -c
-          - rpcbind && python3 /opt/datax/bin/app.py
-        ports:
-        - containerPort: 8000
-        volumeMounts:
-        - name: dataset
-          mountPath: /dataset
-          subPath: dataset
-      volumes:
-      - name: dataset
-        hostPath:
-          path: /tmp/data-mate
-
----
-apiVersion: v1
-kind: Service
-metadata:
-  name: datax
-  labels:
-    app: datax
-spec:
-  type: ClusterIP
-  ports:
-    - port: 8000
-      targetPort: 8000
-      protocol: TCP
-  selector:
-    app: datax
diff --git a/deployment/kubernetes/frontend/deploy.yaml b/deployment/kubernetes/frontend/deploy.yaml
index 5c56f2c..a7a5d6f 100644
--- a/deployment/kubernetes/frontend/deploy.yaml
+++ b/deployment/kubernetes/frontend/deploy.yaml
@@ -1,32 +1,45 @@
 apiVersion: apps/v1
 kind: Deployment
 metadata:
-  name: frontend
+  name: datamate-frontend
   labels:
-    app: frontend
+    app: datamate
+    tier: frontend
 spec:
   replicas: 1
   selector:
     matchLabels:
-      app: frontend
+      app: datamate
+      tier: frontend
   template:
     metadata:
       labels:
-        app: frontend
+        app: datamate
+        tier: frontend
     spec:
       containers:
-      - name: frontend
-        image: frontend
-        imagePullPolicy: IfNotPresent
-        ports:
-        - containerPort: 80
+        - name: frontend
+          image: datamate-frontend
+          imagePullPolicy: IfNotPresent
+          ports:
+            - containerPort: 80
+          volumeMounts:
+            - name: log-volume
+              mountPath: /var/log/datamate/frontend
+              subPath: frontend
+      volumes:
+        - name: log-volume
+          hostPath:
+            path: /opt/datamate/data/log
+            type: DirectoryOrCreate
 ---
 apiVersion: v1
 kind: Service
 metadata:
-  name: frontend
+  name: datamate-frontend
   labels:
-    app: frontend
+    app: datamate
+    tier: frontend
 spec:
   type: NodePort
   ports:
@@ -35,4 +48,5 @@ spec:
       nodePort: 30000
       protocol: TCP
   selector:
-    app: frontend
+    app: datamate
+    tier: frontend
diff --git a/deployment/kubernetes/mineru/deploy.yaml b/deployment/kubernetes/mineru/deploy.yaml
deleted file mode 100644
index ea0e678..0000000
--- a/deployment/kubernetes/mineru/deploy.yaml
+++ /dev/null
@@ -1,52 +0,0 @@
-apiVersion: apps/v1
-kind: Deployment
-metadata:
-  name: mineru
-  labels:
-    app: mineru
-spec:
-  replicas: 1
-  selector:
-    matchLabels:
-      app: mineru
-  template:
-    metadata:
-      labels:
-        app: mineru
-    spec:
-      containers:
-      - name: mineru
-        image: mineru
-        imagePullPolicy: IfNotPresent
-        command:
-          - mineru-api
-        args:
-          - --host
-          - "0.0.0.0"
-          - --port
-          - "8000"
-        ports:
-        - containerPort: 8000
-        volumeMounts:
-        - name: tmp
-          mountPath: /tmp/data-mate
-      volumes:
-      - name: tmp
-        hostPath:
-          path: /tmp/data-mate
-
----
-apiVersion: v1
-kind: Service
-metadata:
-  name: mineru
-  labels:
-    app: mineru
-spec:
-  type: ClusterIP
-  ports:
-    - port: 8000
-      targetPort: 8000
-      protocol: TCP
-  selector:
-    app: mineru
diff --git a/deployment/kubernetes/mysql/configmap.yaml b/deployment/kubernetes/mysql/configmap.yaml
index 12c9cb0..c3ee49b 100644
--- a/deployment/kubernetes/mysql/configmap.yaml
+++ b/deployment/kubernetes/mysql/configmap.yaml
@@ -1,7 +1,7 @@
 apiVersion: v1
 kind: ConfigMap
 metadata:
-  name: mysql-utf8-config
+  name: datamate-mysql-utf8-config
 data:
   utf8.cnf: |
     [mysqld]
@@ -11,6 +11,7 @@ data:
     collation-server = utf8mb4_unicode_ci
     # 或者使用 utf8_general_ci (性能稍好，但排序规则稍宽松)
     default-time-zone = 'Asia/Shanghai'
+    log_error=/var/log/datamate/database/error.log
 
     [client]
     # 设置客户端连接默认字符集
@@ -18,4 +19,4 @@ data:
 
     [mysql]
     # 设置 mysql 命令行客户端默认字符集
-    default-character-set = utf8mb4
\ No newline at end of file
+    default-character-set = utf8mb4
diff --git a/deployment/kubernetes/mysql/deploy.yaml b/deployment/kubernetes/mysql/deploy.yaml
index a50bcc2..3baf53e 100644
--- a/deployment/kubernetes/mysql/deploy.yaml
+++ b/deployment/kubernetes/mysql/deploy.yaml
@@ -1,21 +1,39 @@
 apiVersion: apps/v1
 kind: Deployment
 metadata:
-  name: mysql
+  name: datamate-database
   labels:
-    app: mysql
+    app: datamate
+    tier: database
 spec:
   replicas: 1
   selector:
     matchLabels:
-      app: mysql
+      app: datamate
+      tier: database
   strategy:
     type: Recreate
   template:
     metadata:
       labels:
-        app: mysql
+        app: datamate
+        tier: database
     spec:
+      initContainers:
+        - name: init-log
+          image: mysql:8
+          imagePullPolicy: IfNotPresent
+          command:
+            - sh
+            - -c
+          args:
+            - |
+              chown mysql:mysql /var/log/datamate/database
+              chmod 755 /var/log/datamate/database
+          volumeMounts:
+            - name: log-volume
+              mountPath: /var/log/datamate/database
+              subPath: database
       containers:
         - name: mysql
           image: mysql:8
@@ -28,6 +46,9 @@ spec:
           volumeMounts:
             - name: data-volume
               mountPath: /var/lib/mysql
+            - name: log-volume
+              mountPath: /var/log/datamate/database
+              subPath: database
             - name: init-sql
               mountPath: /docker-entrypoint-initdb.d
             - name: mysql-utf8-config
@@ -35,22 +56,27 @@ spec:
       volumes:
         - name: data-volume
           hostPath:
-            path: /opt/data-mate/data/mysql
+            path: /opt/datamate/data/mysql
+            type: DirectoryOrCreate
+        - name: log-volume
+          hostPath:
+            path: /opt/datamate/data/log
             type: DirectoryOrCreate
         - name: init-sql
           configMap:
-            name: init-sql
+            name: datamate-init-sql
         - name: mysql-utf8-config
           configMap:
-            name: mysql-utf8-config
+            name: datamate-mysql-utf8-config
 
 ---
 apiVersion: v1
 kind: Service
 metadata:
-  name: mysql
+  name: datamate-database
   labels:
-    app: mysql
+    app: datamate
+    tier: database
 spec:
   type: ClusterIP
   ports:
@@ -58,4 +84,5 @@ spec:
       targetPort: 3306
       protocol: TCP
   selector:
-    app: mysql
+    app: datamate
+    tier: database
diff --git a/deployment/kubernetes/unstructured/deploy.yaml b/deployment/kubernetes/unstructured/deploy.yaml
deleted file mode 100644
index a57555b..0000000
--- a/deployment/kubernetes/unstructured/deploy.yaml
+++ /dev/null
@@ -1,49 +0,0 @@
-apiVersion: apps/v1
-kind: Deployment
-metadata:
-  name: unstructured
-  labels:
-    app: unstructured
-spec:
-  replicas: 1
-  selector:
-    matchLabels:
-      app: unstructured
-  template:
-    metadata:
-      labels:
-        app: unstructured
-    spec:
-      containers:
-      - name: unstructured
-        image: unstructured
-        imagePullPolicy: IfNotPresent
-        command:
-          - python
-        args:
-          - app.py
-        ports:
-        - containerPort: 8000
-        volumeMounts:
-        - name: tmp
-          mountPath: /tmp/data-mate
-      volumes:
-      - name: tmp
-        hostPath:
-          path: /tmp/data-mate
-
----
-apiVersion: v1
-kind: Service
-metadata:
-  name: unstructured
-  labels:
-    app: unstructured
-spec:
-  type: ClusterIP
-  ports:
-    - port: 8000
-      targetPort: 8000
-      protocol: TCP
-  selector:
-    app: unstructured
diff --git a/editions/community/config/application.yml b/editions/community/config/application.yml
index c43477a..60313d4 100644
--- a/editions/community/config/application.yml
+++ b/editions/community/config/application.yml
@@ -12,7 +12,7 @@ spring:
   # 数据源配置
   datasource:
     driver-class-name: com.mysql.cj.jdbc.Driver
-    url: jdbc:mysql://mysql:3306/datamate?useUnicode=true&characterEncoding=utf8&useSSL=false&serverTimezone=Asia/Shanghai&allowPublicKeyRetrieval=true
+    url: jdbc:mysql://datamate-database:3306/datamate?useUnicode=true&characterEncoding=utf8&useSSL=false&serverTimezone=Asia/Shanghai&allowPublicKeyRetrieval=true
     username: ${DB_USERNAME:root}
     password: ${DB_PASSWORD:Huawei@123}
     hikari:
diff --git a/editions/community/config/log4j2.xml b/editions/community/config/log4j2.xml
index f9d0cf3..5358fc9 100644
--- a/editions/community/config/log4j2.xml
+++ b/editions/community/config/log4j2.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <Configuration status="WARN" monitorInterval="30">
     <Properties>
-        <Property name="LOG_PATH">/var/log/data-mate/backend</Property>
+        <Property name="LOG_PATH">/var/log/datamate/backend</Property>
         <Property name="LOG_PATTERN">%d{yyyy-MM-dd HH:mm:ss} [%thread] %-5level %logger{50} - %msg%n</Property>
         <Property name="MAX_FILE_SIZE">100MB</Property>
         <Property name="MAX_HISTORY">30</Property>
diff --git a/runtime/ops/requirements.txt b/runtime/ops/requirements.txt
index d3b36ec..92dcfc6 100644
--- a/runtime/ops/requirements.txt
+++ b/runtime/ops/requirements.txt
@@ -19,4 +19,3 @@ xmltodict==1.0.2
 zhconv==1.4.3
 sqlalchemy==2.0.40
 pymysql==1.1.1
-unstructured[pdf,docx]==0.18.15
\ No newline at end of file
diff --git a/runtime/python-executor/datamate/operator_runtime.py b/runtime/python-executor/datamate/operator_runtime.py
index d9d4b66..b9423f7 100644
--- a/runtime/python-executor/datamate/operator_runtime.py
+++ b/runtime/python-executor/datamate/operator_runtime.py
@@ -15,7 +15,7 @@ from datamate.scheduler import func_scheduler
 from datamate.wrappers import WRAPPERS
 
 # 日志配置
-LOG_DIR = "/var/log/data-mate/runtime"
+LOG_DIR = "/var/log/datamate/runtime"
 os.makedirs(LOG_DIR, exist_ok=True)
 logger.add(
     f"{LOG_DIR}/runtime.log",
diff --git a/runtime/python-executor/pyproject.toml b/runtime/python-executor/pyproject.toml
index a7d2632..5914565 100644
--- a/runtime/python-executor/pyproject.toml
+++ b/runtime/python-executor/pyproject.toml
@@ -17,7 +17,7 @@ classifiers = [
 
 # Core dependencies
 dependencies = [
-    "uvicorn",
+    "uvicorn[standard]",
     "fastapi",
     "loguru",
     "jsonargparse",
diff --git a/scripts/db/data-cleaning-init.sql b/scripts/db/data-cleaning-init.sql
index e68d675..0065926 100644
--- a/scripts/db/data-cleaning-init.sql
+++ b/scripts/db/data-cleaning-init.sql
@@ -22,6 +22,7 @@ CREATE TABLE IF NOT EXISTS t_clean_task
     dest_dataset_name varchar(64),
     before_size       bigint,
     after_size        bigint,
+    file_count        int,
     created_at        timestamp default current_timestamp,
     started_at        timestamp,
     finished_at       timestamp,
diff --git a/scripts/db/data-operator-init.sql b/scripts/db/data-operator-init.sql
index 8473c0f..9ee826a 100644
--- a/scripts/db/data-operator-init.sql
+++ b/scripts/db/data-operator-init.sql
@@ -111,113 +111,30 @@ VALUES ('TextFormatter', 'TXT文本抽取', '抽取TXT中的文本。', '1.0.0',
 
 
 INSERT IGNORE INTO t_operator_category_relation(category_id, operator_id)
-VALUES (3, 'TextFormatter'),
-       (7, 'FileExporter'),
-       (8, 'TextFormatter'),
-       (8, 'FileExporter'),
-       (3, 'FileWithShortOrLongLengthFilter'),
-       (3, 'FileWithHighRepeatPhraseRateFilter'),
-       (3, 'FileWithHighRepeatWordRateFilter'),
-       (3, 'FileWithHighSpecialCharRateFilter'),
-       (3, 'FileWithManySensitiveWordsFilter'),
-       (3, 'DuplicateFilesFilter'),
-       (3, 'DuplicateSentencesFilter'),
-       (3, 'AnonymizedCreditCardNumber'),
-       (3, 'AnonymizedIdNumber'),
-       (3, 'AnonymizedIpAddress'),
-       (3, 'AnonymizedPhoneNumber'),
-       (3, 'AnonymizedUrlCleaner'),
-       (3, 'HtmlTagCleaner'),
-       (3, 'XMLTagCleaner'),
-       (3, 'ContentCleaner'),
-       (3, 'EmailNumberCleaner'),
-       (3, 'EmojiCleaner'),
-       (3, 'ExtraSpaceCleaner'),
-       (3, 'FullWidthCharacterCleaner'),
-       (3, 'GrableCharactersCleaner'),
-       (3, 'InvisibleCharactersCleaner'),
-       (3, 'LegendCleaner'),
-       (3, 'PoliticalWordCleaner'),
-       (3, 'SexualAndViolentWordCleaner'),
-       (3, 'TraditionalChineseCleaner'),
-       (3, 'UnicodeSpaceCleaner'),
-       (4, 'ImgFormatter'),
-       (4, 'ImgBlurredImagesCleaner'),
-       (4, 'ImgBrightness'),
-       (4, 'ImgContrast'),
-       (4, 'ImgDenoise'),
-       (4, 'ImgDuplicatedImagesCleaner'),
-       (4, 'ImgPerspectiveTransformation'),
-       (4, 'ImgResize'),
-       (4, 'ImgSaturation'),
-       (4, 'ImgShadowRemove'),
-       (4, 'ImgSharpness'),
-       (4, 'ImgSimilarImagesCleaner'),
-       (4, 'ImgTypeUnify'),
-       (8, 'FileWithShortOrLongLengthFilter'),
-       (8, 'FileWithHighRepeatPhraseRateFilter'),
-       (8, 'FileWithHighRepeatWordRateFilter'),
-       (8, 'FileWithHighSpecialCharRateFilter'),
-       (8, 'FileWithManySensitiveWordsFilter'),
-       (8, 'DuplicateFilesFilter'),
-       (8, 'DuplicateSentencesFilter'),
-       (8, 'AnonymizedCreditCardNumber'),
-       (8, 'AnonymizedIdNumber'),
-       (8, 'AnonymizedIpAddress'),
-       (8, 'AnonymizedPhoneNumber'),
-       (8, 'AnonymizedUrlCleaner'),
-       (8, 'HtmlTagCleaner'),
-       (8, 'XMLTagCleaner'),
-       (8, 'ContentCleaner'),
-       (8, 'EmailNumberCleaner'),
-       (8, 'EmojiCleaner'),
-       (8, 'ExtraSpaceCleaner'),
-       (8, 'FullWidthCharacterCleaner'),
-       (8, 'GrableCharactersCleaner'),
-       (8, 'InvisibleCharactersCleaner'),
-       (8, 'LegendCleaner'),
-       (8, 'PoliticalWordCleaner'),
-       (8, 'SexualAndViolentWordCleaner'),
-       (8, 'TraditionalChineseCleaner'),
-       (8, 'UnicodeSpaceCleaner'),
-       (11, 'TextFormatter'),
-       (11, 'FileExporter'),
-       (11, 'FileWithShortOrLongLengthFilter'),
-       (11, 'FileWithHighRepeatPhraseRateFilter'),
-       (11, 'FileWithHighRepeatWordRateFilter'),
-       (11, 'FileWithHighSpecialCharRateFilter'),
-       (11, 'FileWithManySensitiveWordsFilter'),
-       (11, 'DuplicateFilesFilter'),
-       (11, 'DuplicateSentencesFilter'),
-       (11, 'AnonymizedCreditCardNumber'),
-       (11, 'AnonymizedIdNumber'),
-       (11, 'AnonymizedIpAddress'),
-       (11, 'AnonymizedPhoneNumber'),
-       (11, 'AnonymizedUrlCleaner'),
-       (11, 'HtmlTagCleaner'),
-       (11, 'XMLTagCleaner'),
-       (11, 'ContentCleaner'),
-       (11, 'EmailNumberCleaner'),
-       (11, 'EmojiCleaner'),
-       (11, 'ExtraSpaceCleaner'),
-       (11, 'FullWidthCharacterCleaner'),
-       (11, 'GrableCharactersCleaner'),
-       (11, 'InvisibleCharactersCleaner'),
-       (11, 'LegendCleaner'),
-       (11, 'PoliticalWordCleaner'),
-       (11, 'SexualAndViolentWordCleaner'),
-       (11, 'TraditionalChineseCleaner'),
-       (11, 'UnicodeSpaceCleaner'),
-       (11, 'ImgFormatter'),
-       (11, 'ImgBlurredImagesCleaner'),
-       (11, 'ImgBrightness'),
-       (11, 'ImgContrast'),
-       (11, 'ImgDenoise'),
-       (11, 'ImgDuplicatedImagesCleaner'),
-       (11, 'ImgPerspectiveTransformation'),
-       (11, 'ImgResize'),
-       (11, 'ImgSaturation'),
-       (11, 'ImgShadowRemove'),
-       (11, 'ImgSharpness'),
-       (11, 'ImgSimilarImagesCleaner'),
-       (11, 'ImgTypeUnify');
+SELECT c.id, o.id
+FROM t_operator_category c
+CROSS JOIN t_operator o
+WHERE c.id IN (3, 8, 11)
+AND o.id IN ('TextFormatter', 'FileWithShortOrLongLengthFilter', 'FileWithHighRepeatPhraseRateFilter',
+            'FileWithHighRepeatWordRateFilter', 'FileWithHighSpecialCharRateFilter', 'FileWithManySensitiveWordsFilter',
+            'DuplicateFilesFilter', 'DuplicateSentencesFilter', 'AnonymizedCreditCardNumber', 'AnonymizedIdNumber',
+            'AnonymizedIpAddress', 'AnonymizedPhoneNumber', 'AnonymizedUrlCleaner', 'HtmlTagCleaner', 'XMLTagCleaner',
+            'ContentCleaner', 'EmailNumberCleaner', 'EmojiCleaner', 'ExtraSpaceCleaner', 'FullWidthCharacterCleaner',
+            'GrableCharactersCleaner', 'InvisibleCharactersCleaner', 'LegendCleaner', 'PoliticalWordCleaner',
+            'SexualAndViolentWordCleaner', 'TraditionalChineseCleaner', 'UnicodeSpaceCleaner');
+
+INSERT IGNORE INTO t_operator_category_relation(category_id, operator_id)
+SELECT c.id, o.id
+FROM t_operator_category c
+       CROSS JOIN t_operator o
+WHERE c.id IN (4, 8, 11)
+  AND o.id IN ('ImgFormatter', 'ImgBlurredImagesCleaner', 'ImgBrightness', 'ImgContrast', 'ImgDenoise',
+               'ImgDuplicatedImagesCleaner', 'ImgPerspectiveTransformation', 'ImgResize', 'ImgSaturation',
+               'ImgShadowRemove', 'ImgSharpness', 'ImgSimilarImagesCleaner', 'ImgTypeUnify');
+
+INSERT IGNORE INTO t_operator_category_relation(category_id, operator_id)
+SELECT c.id, o.id
+FROM t_operator_category c
+       CROSS JOIN t_operator o
+WHERE c.id IN (7, 8, 11)
+  AND o.id IN ('FileExporter');
diff --git a/scripts/images/datax/Dockerfile b/scripts/images/datax/Dockerfile
deleted file mode 100644
index 0126a9c..0000000
--- a/scripts/images/datax/Dockerfile
+++ /dev/null
@@ -1,33 +0,0 @@
-FROM maven:3-openjdk-8-slim AS builder
-
-RUN sed -i 's/deb.debian.org/mirrors.aliyun.com/g' /etc/apt/sources.list && \
-    sed -i 's/security.debian.org/mirrors.aliyun.com/g' /etc/apt/sources.list && \
-    apt-get update && \
-    apt-get install -y git && \
-    git clone https://github.com/alibaba/DataX.git
-
-COPY runtime/datax/ DataX/
-
-RUN cd DataX && \
-    sed -i "s/com.mysql.jdbc.Driver/com.mysql.cj.jdbc.Driver/g" \
-    plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java && \
-    mvn -U clean package assembly:assembly -Dmaven.test.skip=true
-
-
-FROM openjdk:8-jdk-slim
-
-RUN sed -i 's/deb.debian.org/mirrors.aliyun.com/g' /etc/apt/sources.list && \
-    sed -i 's/security.debian.org/mirrors.aliyun.com/g' /etc/apt/sources.list && \
-    apt-get update && \
-    apt-get install -y python3 python3-pip python-is-python3 vim wget curl nfs-common rsync && \
-    apt-get clean && \
-    rm -rf /var/lib/apy/lists/*
-
-RUN pip config --user set global.index-url https://mirrors.aliyun.com/pypi/simple && \
-    pip config --user set global.trusted-host mirrors.aliyun.com && \
-    pip install fastapi uvicorn[standard] && \
-    pip cache purge
-
-COPY --from=builder /DataX/target/datax/datax /opt/datax
-
-COPY scripts/images/datax/app.py /opt/datax/bin/app.py
diff --git a/scripts/images/datax/app.py b/scripts/images/datax/app.py
deleted file mode 100644
index fcaa639..0000000
--- a/scripts/images/datax/app.py
+++ /dev/null
@@ -1,52 +0,0 @@
-import subprocess
-import tempfile
-
-from fastapi import FastAPI
-from pydantic import BaseModel
-
-app = FastAPI(title="datax")
-
-
-class CreateJobParam(BaseModel):
-    content: str
-
-
-@app.post("/process", tags=["run datax.py"])
-async def process(job: CreateJobParam):
-    output = {
-        "status": "failed",
-    }
-    try:
-        # 创建临时文件存储Python脚本
-        with tempfile.NamedTemporaryFile(mode="w", suffix=".json", delete=True) as f:
-            f.write(job.content)
-            f.seek(0)
-
-            cmd_args = ["python3", "/opt/datax/bin/datax.py", f.name]
-            result = subprocess.run(
-                cmd_args,
-                capture_output=True,
-                text=True,
-                check=True
-            )
-
-            output["status"] = result.returncode
-            if result.returncode != 0:
-                output["stdout"] = result.stdout
-                output["stderr"] = result.stderr
-    except subprocess.TimeoutExpired as e:
-        output["status"] = 408
-        output["stderr"] = f"The script execution timed out: {e.stderr}"
-    except subprocess.CalledProcessError as e:
-        output["status"] = 500
-        output["stderr"] = f"Script execution failed: {e.stdout}"
-    except Exception as e:
-        output["status"] = 500
-        output["stderr"] = f"Server error: {str(e)}"
-    return output
-
-
-if __name__ == "__main__":
-    import uvicorn
-
-    uvicorn.run(app, host="0.0.0.0", port=8000)
diff --git a/scripts/images/frontend/Dockerfile b/scripts/images/frontend/Dockerfile
index 4cb985a..a00267d 100644
--- a/scripts/images/frontend/Dockerfile
+++ b/scripts/images/frontend/Dockerfile
@@ -10,7 +10,7 @@ RUN if [ -f package-lock.json ]; then npm ci; else npm install; fi && \
 FROM nginx:1.29 AS runner
 
 COPY --from=builder /app/dist /opt/frontend
-COPY scripts/images/frontend/edm.conf /etc/nginx/conf.d/default.conf
+COPY scripts/images/frontend/backend.conf /etc/nginx/conf.d/default.conf
 
 RUN ln -sf /usr/share/zoneinfo/Asia/Shanghai /etc/localtime
 
diff --git a/scripts/images/frontend/edm.conf b/scripts/images/frontend/backend.conf
similarity index 62%
rename from scripts/images/frontend/edm.conf
rename to scripts/images/frontend/backend.conf
index a7eca93..7dce600 100644
--- a/scripts/images/frontend/edm.conf
+++ b/scripts/images/frontend/backend.conf
@@ -2,8 +2,13 @@ server {
     listen       80;
     server_name  0.0.0.0;
 
+    access_log /var/log/datamate/frontend/access.log main;
+    error_log /var/log/datamate/frontend/error.log notice;
+
+    client_max_body_size 1024M;
+
     location /api/ {
-        proxy_pass http://backend:8080/api/;
+        proxy_pass http://datamate-backend:8080/api/;
         proxy_set_header Host $host;
         proxy_set_header X-Real-IP $remote_addr;
         proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
diff --git a/scripts/images/mineru/Dockerfile b/scripts/images/mineru/Dockerfile
deleted file mode 100644
index f12e026..0000000
--- a/scripts/images/mineru/Dockerfile
+++ /dev/null
@@ -1,22 +0,0 @@
-FROM python:3.10-slim
-
-RUN apt-get update && \
-    apt-get install -y curl vim libgl1 libgl1-mesa-glx libglib2.0-0 procps && \
-    apt-get clean && \
-    rm -rf /var/lib/apt/lists/*
-
-RUN pip config --user set global.index-url https://mirrors.aliyun.com/pypi/simple && \
-    pip config --user set global.trusted-host mirrors.aliyun.com && \
-    pip install --upgrade setuptools && \
-    pip install -U 'mineru[core]==2.1.0' --break-system-packages && \
-    pip install torch==2.7.1+cpu -f https://download.pytorch.org/whl/torch/ && \
-    pip install torchvision==0.22.1+cpu -f https://download.pytorch.org/whl/torchvision && \
-    pip install requests==2.27.1 torch_npu==2.7.1rc1 numpy==1.26.0 decorator==5.2.1 einops==0.8.1 attrs==25.3.0 && \
-    pip cache purge
-
-ENV CURL_CA_BUNDLE=""
-ENV TORCH_DEVICE_BACKEND_AUTOLOAD=0
-
-RUN /bin/bash -c "mineru-models-download -s modelscope -m all"
-
-ENV MINERU_MODEL_SOURCE=local
diff --git a/scripts/images/runtime/Dockerfile b/scripts/images/runtime/Dockerfile
index 01c1c11..147fe5f 100644
--- a/scripts/images/runtime/Dockerfile
+++ b/scripts/images/runtime/Dockerfile
@@ -17,8 +17,6 @@ ENV HF_HUB_DISABLE_XET=1
 
 RUN pip install -e . -i https://mirrors.huaweicloud.com/repository/pypi/simple \
     && pip install -r /opt/runtime/datamate/ops/requirements.txt -i https://mirrors.huaweicloud.com/repository/pypi/simple \
-    && pip cache purge \
-    && python -c "from unstructured.nlp.tokenize import download_nltk_packages; download_nltk_packages()" \
-    && python -c "from unstructured_inference.models.base import get_model; get_model()"
+    && pip cache purge
 
-RUN ln -sf /usr/share/zoneinfo/Asia/Shanghai /etc/localtime
\ No newline at end of file
+RUN ln -sf /usr/share/zoneinfo/Asia/Shanghai /etc/localtime
diff --git a/scripts/images/unstructured/Dockerfile b/scripts/images/unstructured/Dockerfile
deleted file mode 100644
index 88a1345..0000000
--- a/scripts/images/unstructured/Dockerfile
+++ /dev/null
@@ -1,9 +0,0 @@
-FROM downloads.unstructured.io/unstructured-io/unstructured
-
-RUN pip config --user set global.index https://mirrors.huaweicloud.com/repository/pypi && \
-    pip config --user set global.index-url https://mirrors.huaweicloud.com/repository/pypi/simple && \
-    pip config --user set global.trusted-host mirrors.huaweicloud.com && \
-    pip install fastapi uvicorn && \
-    pip cache purge
-
-COPY scripts/images/unstructured/app.py /app/app.py
diff --git a/scripts/images/unstructured/app.py b/scripts/images/unstructured/app.py
deleted file mode 100644
index c41b10a..0000000
--- a/scripts/images/unstructured/app.py
+++ /dev/null
@@ -1,61 +0,0 @@
-import asyncio
-import os
-from typing import Optional
-
-from fastapi import FastAPI, HTTPException
-from pydantic import BaseModel
-from unstructured.partition.auto import partition
-
-app = FastAPI(title="unstructured")
-
-
-class FileProcessingRequest(BaseModel):
-    """文件处理请求模型"""
-    file_path: Optional[str] = None
-    # 可添加其他可选字段
-
-
-@app.post("/process", tags=["文件处理"])
-async def process_file(request_data: FileProcessingRequest):
-    """处理文件并返回提取的文本内容"""
-    try:
-        file_path = request_data.file_path
-
-        if not file_path:
-            raise HTTPException(status_code=400, detail="缺少必要参数: filePath")
-
-        if not os.path.exists(file_path):
-            raise HTTPException(status_code=404, detail=f"文件不存在: {file_path}")
-
-        # 异步执行可能耗时的文件处理操作
-        text_content = await process_file_async(file_path)
-
-        # 返回处理结果
-        return {
-            "filePath": file_path,
-            "text": text_content,
-            "status": "success"
-        }
-
-    except HTTPException as e:
-        raise e
-    except Exception as e:
-        raise HTTPException(status_code=500, detail=f"process failed: {str(e)}")
-
-
-async def process_file_async(file_path: str) -> str:
-    """异步处理文件内容"""
-    loop = asyncio.get_event_loop()
-    return await loop.run_in_executor(None, partition_file_sync, file_path)
-
-
-def partition_file_sync(file_path: str) -> str:
-    """同步处理文件内容（由异步函数调用）"""
-    elements = partition(filename=file_path)
-    return "\n\n".join([str(el) for el in elements])
-
-
-if __name__ == "__main__":
-    import uvicorn
-
-    uvicorn.run(app, host="0.0.0.0", port=8000)
diff --git a/scripts/save_images.sh b/scripts/save_images.sh
deleted file mode 100644
index dce99db..0000000
--- a/scripts/save_images.sh
+++ /dev/null
@@ -1,103 +0,0 @@
-#!/bin/bash
-
-# ==========================================================
-# 步骤 1: 定义帮助函数
-# ==========================================================
-
-# 脚本名称
-SCRIPT_NAME=$(basename "$0")
-
-help_message() {
-    cat << EOF
-Usage: $SCRIPT_NAME [-d TARGET_DIR] [-h|--help]
-
-描述: 
-  将预定义的 Docker 镜像列表保存为 .tar 文件。
-
-选项:
-  -d TARGET_DIR  指定保存镜像的目标目录。
-                 (绝对路径或相对路径)
-                 如果未指定，将使用默认路径: $TARGET_DIR_DEFAULT
-  -h, --help     显示此帮助信息并退出。
-
-示例:
-  # 使用默认目录 (./dist)
-  $SCRIPT_NAME
-
-  # 指定保存到 /tmp/my-archive 目录
-  $SCRIPT_NAME -d /tmp/my-archive
-EOF
-}
-
-# ==========================================================
-# 步骤 2: 定义默认值和处理参数
-# ==========================================================
-
-# 默认目标目录
-TARGET_DIR_DEFAULT="./dist"
-TARGET_DIR="$TARGET_DIR_DEFAULT"
-
-# 使用 getopts 处理命令行选项。
-# d: 表示 -d 选项后需要一个参数（目标目录）。
-while getopts "d:h" opt; do
-    case ${opt} in
-        d )
-            # 如果 -d 选项被指定，使用传入的参数作为目标目录
-            TARGET_DIR="$OPTARG"
-            ;;
-        h )
-            # 如果是 -h 选项，显示帮助并退出
-            help_message
-            exit 0
-            ;;
-        \? )
-            # 处理无效的选项
-            echo "错误：无效选项 -$OPTARG" >&2
-            help_message
-            exit 1
-            ;;
-    esac
-done
-
-# 移动到下一个非选项参数 (通常此脚本没有其他参数，但这是最佳实践)
-shift $((OPTIND -1))
-
-
-# ==========================================================
-# 步骤 3: 脚本核心逻辑
-# ==========================================================
-
-# 检查/创建目标文件夹
-if ! mkdir -p "$TARGET_DIR"; then
-    echo "❌ 致命错误：无法创建目标目录: $TARGET_DIR" >&2
-    exit 1
-fi
-echo "目标目录已确认/创建: $TARGET_DIR"
-echo "----------------------------------------"
-
-# Image list
-images=("frontend:latest" "backend:latest" "runtime:latest" "mysql:8")
-
-for image in "${images[@]}"; do
-
-    # 清理镜像名称，用 '_' 替换 ':'，以创建安全的文件名。
-    safe_name="${image//[:]/_}"
-    
-    # 构造完整的输出文件路径。
-    output_path="$TARGET_DIR/$safe_name.tar"
-
-    echo "正在保存镜像 $image"
-    echo "  -> 到文件 $output_path"
-    
-    # 执行 docker save 命令
-    docker save -o "$output_path" "$image"
-
-    # 检查保存是否成功 ($? 存储上一个命令的退出状态)
-    if [ $? -eq 0 ]; then
-        echo "✅ 保存成功。"
-    else
-        echo "❌ 保存失败！"
-    fi
-    echo ""
-
-done
\ No newline at end of file