for partial message processing and event timeout processing

2026-01-07 01:19:13 +00:00 · 2025-12-31 20:15:51 +08:00
parent ac7ba95d65
commit e4caa7a856
30 changed files with 934 additions and 254 deletions
--- a/packages/sdk-java/pom.xml
+++ b/packages/sdk-java/pom.xml
@@ -25,6 +25,7 @@
        <maven.compiler.source>1.8</maven.compiler.source>
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
        <checkstyle-maven-plugin.version>3.6.0</checkstyle-maven-plugin.version>
+        <jacoco-maven-plugin.version>0.8.12</jacoco-maven-plugin.version>
        <junit5.version>5.14.1</junit5.version>
        <logback-classic.version>1.3.16</logback-classic.version>
        <fastjson2.version>2.0.60</fastjson2.version>
@@ -81,6 +82,25 @@
                    </execution>
                </executions>
            </plugin>
+            <plugin>
+                <groupId>org.jacoco</groupId>
+                <artifactId>jacoco-maven-plugin</artifactId>
+                <version>${jacoco-maven-plugin.version}</version>
+                <executions>
+                    <execution>
+                        <goals>
+                            <goal>prepare-agent</goal>
+                        </goals>
+                    </execution>
+                    <execution>
+                        <id>report</id>
+                        <phase>test</phase>
+                        <goals>
+                            <goal>report</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
        </plugins>
    </build>

--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/Options.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/Options.java
@@ -1,6 +0,0 @@
-package com.alibaba.qwen.code.cli;
-
-import com.alibaba.qwen.code.cli.transport.TransportOptions;
-
-public class Options extends TransportOptions {
-}
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/QwenCli.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/QwenCli.java
@@ -1,54 +0,0 @@
-package com.alibaba.qwen.code.cli;
-
-import java.util.ArrayList;
-import java.util.List;
-
-import com.alibaba.qwen.code.cli.protocol.message.Message;
-import com.alibaba.qwen.code.cli.protocol.message.SDKSystemMessage;
-import com.alibaba.qwen.code.cli.protocol.message.assistant.SDKAssistantMessage;
-import com.alibaba.qwen.code.cli.session.Session;
-import com.alibaba.qwen.code.cli.session.event.SessionEventSimpleConsumers;
-import com.alibaba.qwen.code.cli.transport.Transport;
-import com.alibaba.qwen.code.cli.transport.process.ProcessTransport;
-
-public class QwenCli {
-    public static List<Message> query(String prompt) {
-        Transport transport;
-        try {
-            transport = new ProcessTransport();
-        } catch (Exception e) {
-            throw new RuntimeException("initialized ProcessTransport error!", e);
-        }
-
-        Session session;
-        try {
-            session = new Session(transport);
-        } catch (Exception e) {
-            throw new RuntimeException("initialized Session error!", e);
-        }
-
-        final List<Message> response = new ArrayList<>();
-        try {
-            session.sendPrompt(prompt, new SessionEventSimpleConsumers() {
-                @Override
-                public void onSystemMessage(Session session, SDKSystemMessage systemMessage) {
-                    response.add(systemMessage);
-                }
-
-                @Override
-                public void onAssistantMessage(Session session, SDKAssistantMessage assistantMessage) {
-                    response.add(assistantMessage);
-                }
-            });
-        } catch (Exception e) {
-            throw new RuntimeException("sendPrompt error!", e);
-        }
-
-        try {
-            session.close();
-        } catch (Exception e) {
-            throw new RuntimeException("close Session error!", e);
-        }
-        return response;
-    }
-}
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/QwenCodeCli.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/QwenCodeCli.java
@@ -0,0 +1,70 @@
+package com.alibaba.qwen.code.cli;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.function.Consumer;
+import java.util.stream.Collectors;
+
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.qwen.code.cli.protocol.data.AssistantContent;
+import com.alibaba.qwen.code.cli.protocol.data.behavior.Behavior.Operation;
+import com.alibaba.qwen.code.cli.session.Session;
+import com.alibaba.qwen.code.cli.session.event.SessionEventSimpleConsumers;
+import com.alibaba.qwen.code.cli.transport.Transport;
+import com.alibaba.qwen.code.cli.transport.TransportOptions;
+import com.alibaba.qwen.code.cli.transport.process.ProcessTransport;
+import com.alibaba.qwen.code.cli.utils.MyConcurrentUtils;
+import com.alibaba.qwen.code.cli.utils.Timeout;
+
+public class QwenCodeCli {
+    public static List<String> simpleQuery(String prompt) {
+        final List<String> response = new ArrayList<>();
+        MyConcurrentUtils.runAndWait(() -> simpleQuery(prompt, response::add), Timeout.TIMEOUT_30_MINUTES);
+        return response;
+    }
+
+    public static void simpleQuery(String prompt, Consumer<String> messageConsumer) {
+        Session session = newSessionWithProcessTransport(new TransportOptions());
+        try {
+            session.sendPrompt(prompt, new SessionEventSimpleConsumers() {
+                @Override
+                public void onAssistantMessageIncludePartial(Session session, List<AssistantContent> assistantContents, AssistantMessageOutputType assistantMessageOutputType) {
+                    messageConsumer.accept(assistantContents.stream()
+                            .map(AssistantContent::getContent)
+                            .map(content -> {
+                                if (content instanceof String) {
+                                    return (String) content;
+                                } else {
+                                    return JSON.toJSONString(content);
+                                }
+                            }).collect(Collectors.joining()));
+                }
+            }.setDefaultPermissionOperation(Operation.allow));
+        } catch (Exception e) {
+            throw new RuntimeException("sendPrompt error!", e);
+        }
+
+        try {
+            session.close();
+        } catch (Exception e) {
+            throw new RuntimeException("close Session error!", e);
+        }
+    }
+
+    public static Session newSessionWithProcessTransport(TransportOptions transportOptions) {
+        Transport transport;
+        try {
+            transport = new ProcessTransport(transportOptions);
+        } catch (Exception e) {
+            throw new RuntimeException("initialized ProcessTransport error!", e);
+        }
+
+        Session session;
+        try {
+            session = new Session(transport);
+        } catch (Exception e) {
+            throw new RuntimeException("initialized Session error!", e);
+        }
+        return session;
+    }
+}
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/data/AssistantContent.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/data/AssistantContent.java
@@ -0,0 +1,6 @@
+package com.alibaba.qwen.code.cli.protocol.data;
+
+public interface AssistantContent {
+    String getType();
+    Object getContent();
+}
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/SDKAssistantMessage.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/SDKAssistantMessage.java
@@ -15,6 +15,11 @@ public class SDKAssistantMessage extends MessageBase {
    @JSONField(name = "parent_tool_use_id")
    private String parentToolUseId;

+    public SDKAssistantMessage() {
+        super();
+        this.type = "assistant";
+    }
+
    public String getUuid() {
        return uuid;
    }
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/SDKPartialAssistantMessage.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/SDKPartialAssistantMessage.java
@@ -0,0 +1,55 @@
+package com.alibaba.qwen.code.cli.protocol.message.assistant;
+
+import com.alibaba.fastjson2.annotation.JSONField;
+import com.alibaba.fastjson2.annotation.JSONType;
+import com.alibaba.qwen.code.cli.protocol.message.MessageBase;
+import com.alibaba.qwen.code.cli.protocol.message.assistant.event.StreamEvent;
+
+@JSONType(typeKey = "type", typeName = "stream_event")
+public class SDKPartialAssistantMessage extends MessageBase {
+    private String uuid;
+
+    @JSONField(name = "session_id")
+    private String sessionId;
+    private StreamEvent event;
+
+    @JSONField(name = "parent_tool_use_id")
+    private String parentToolUseId;
+
+    public SDKPartialAssistantMessage() {
+        super();
+        this.type = "stream_event";
+    }
+
+    public String getUuid() {
+        return uuid;
+    }
+
+    public void setUuid(String uuid) {
+        this.uuid = uuid;
+    }
+
+    public String getSessionId() {
+        return sessionId;
+    }
+
+    public void setSessionId(String sessionId) {
+        this.sessionId = sessionId;
+    }
+
+    public StreamEvent getEvent() {
+        return event;
+    }
+
+    public void setEvent(StreamEvent event) {
+        this.event = event;
+    }
+
+    public String getParentToolUseId() {
+        return parentToolUseId;
+    }
+
+    public void setParentToolUseId(String parentToolUseId) {
+        this.parentToolUseId = parentToolUseId;
+    }
+}
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/block/ContentBlock.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/block/ContentBlock.java
@@ -4,9 +4,10 @@ import java.util.List;

 import com.alibaba.fastjson2.JSON;
 import com.alibaba.fastjson2.annotation.JSONType;
+import com.alibaba.qwen.code.cli.protocol.data.AssistantContent;

@JSONType(typeKey = "type", typeName = "ContentBlock", seeAlso = { TextBlock.class, ToolResultBlock.class, ThinkingBlock.class, ToolUseBlock.class })
-public class ContentBlock {
+public abstract class ContentBlock implements AssistantContent {
    protected String type;
    protected List<Annotation> annotations;

--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/block/TextBlock.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/block/TextBlock.java
@@ -13,4 +13,9 @@ public class TextBlock extends ContentBlock {
    public void setText(String text) {
        this.text = text;
    }
+
+    @Override
+    public Object getContent() {
+        return text;
+    }
 }
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/block/ThinkingBlock.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/block/ThinkingBlock.java
@@ -22,4 +22,9 @@ public class ThinkingBlock extends ContentBlock{
    public void setSignature(String signature) {
        this.signature = signature;
    }
+
+    @Override
+    public Object getContent() {
+        return thinking;
+    }
 }
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/block/ToolUseBlock.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/block/ToolUseBlock.java
@@ -46,4 +46,9 @@ public class ToolUseBlock extends ContentBlock {
    public void setAnnotations(List<Annotation> annotations) {
        this.annotations = annotations;
    }
+
+    @Override
+    public Object getContent() {
+        return input;
+    }
 }
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/event/ContentBlockDeltaEvent.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/event/ContentBlockDeltaEvent.java
@@ -0,0 +1,96 @@
+package com.alibaba.qwen.code.cli.protocol.message.assistant.event;
+
+import com.alibaba.fastjson2.annotation.JSONField;
+import com.alibaba.fastjson2.annotation.JSONType;
+import com.alibaba.qwen.code.cli.protocol.data.AssistantContent;
+
+@JSONType(typeKey = "type", typeName = "content_block_delta")
+public class ContentBlockDeltaEvent extends StreamEvent {
+    private int index;
+    private ContentBlockDelta delta;
+
+    public int getIndex() {
+        return index;
+    }
+
+    public void setIndex(int index) {
+        this.index = index;
+    }
+
+    public ContentBlockDelta getDelta() {
+        return delta;
+    }
+
+    public void setDelta(ContentBlockDelta delta) {
+        this.delta = delta;
+    }
+
+    @JSONType(typeKey = "type", typeName = "ContentBlockDelta",
+            seeAlso = {ContentBlockDeltaText.class, ContentBlockDeltaThinking.class, ContentBlockDeltaInputJson.class})
+    public abstract static class ContentBlockDelta implements AssistantContent {
+        private String type;
+
+        public String getType() {
+            return type;
+        }
+
+        public void setType(String type) {
+            this.type = type;
+        }
+    }
+
+    @JSONType(typeKey = "type", typeName = "text_delta")
+    public static class ContentBlockDeltaText extends ContentBlockDelta {
+        private String text;
+
+        public String getText() {
+            return text;
+        }
+
+        public void setText(String text) {
+            this.text = text;
+        }
+
+        @Override
+        public Object getContent() {
+            return text;
+        }
+    }
+
+    @JSONType(typeKey = "type", typeName = "thinking_delta")
+    public static class ContentBlockDeltaThinking extends ContentBlockDelta {
+        private String thinking;
+
+        public String getThinking() {
+            return thinking;
+        }
+
+        public void setThinking(String thinking) {
+            this.thinking = thinking;
+        }
+
+        @Override
+        public Object getContent() {
+            return thinking;
+        }
+    }
+
+    @JSONType(typeKey = "type", typeName = "input_json_delta")
+    public static class ContentBlockDeltaInputJson extends ContentBlockDelta {
+        @JSONField(name = "partial_json")
+        private String partialJson;
+
+        public String getPartialJson() {
+            return partialJson;
+        }
+
+        public void setPartialJson(String partialJson) {
+            this.partialJson = partialJson;
+        }
+
+        @Override
+        public Object getContent() {
+            return partialJson;
+        }
+    }
+}
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/event/ContentBlockStartEvent.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/event/ContentBlockStartEvent.java
@@ -0,0 +1,13 @@
+package com.alibaba.qwen.code.cli.protocol.message.assistant.event;
+
+import com.alibaba.fastjson2.annotation.JSONField;
+import com.alibaba.fastjson2.annotation.JSONType;
+import com.alibaba.qwen.code.cli.protocol.message.assistant.block.ContentBlock;
+
+@JSONType(typeKey = "type", typeName = "content_block_start")
+public class ContentBlockStartEvent extends StreamEvent{
+    private int index;
+
+    @JSONField(name = "content_block")
+    private ContentBlock contentBlock;
+}
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/event/ContentBlockStopEvent.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/event/ContentBlockStopEvent.java
@@ -0,0 +1,16 @@
+package com.alibaba.qwen.code.cli.protocol.message.assistant.event;
+
+import com.alibaba.fastjson2.annotation.JSONType;
+
+@JSONType(typeKey = "type", typeName = "content_block_stop")
+public class ContentBlockStopEvent extends StreamEvent{
+    Long index;
+
+    public Long getIndex() {
+        return index;
+    }
+
+    public void setIndex(Long index) {
+        this.index = index;
+    }
+}
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/event/MessageStartStreamEvent.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/event/MessageStartStreamEvent.java
@@ -0,0 +1,47 @@
+package com.alibaba.qwen.code.cli.protocol.message.assistant.event;
+
+import com.alibaba.fastjson2.annotation.JSONType;
+
+@JSONType(typeName = "message_start")
+public class MessageStartStreamEvent extends StreamEvent{
+    private Message message;
+
+    public static class Message {
+        private String id;
+        private String role;
+        private String model;
+
+        // Getters and setters
+        public String getId() {
+            return id;
+        }
+
+        public void setId(String id) {
+            this.id = id;
+        }
+
+        public String getRole() {
+            return role;
+        }
+
+        public void setRole(String role) {
+            this.role = role;
+        }
+
+        public String getModel() {
+            return model;
+        }
+
+        public void setModel(String model) {
+            this.model = model;
+        }
+    }
+
+    public Message getMessage() {
+        return message;
+    }
+
+    public void setMessage(Message message) {
+        this.message = message;
+    }
+}
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/event/MessageStopStreamEvent.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/event/MessageStopStreamEvent.java
@@ -0,0 +1,7 @@
+package com.alibaba.qwen.code.cli.protocol.message.assistant.event;
+
+import com.alibaba.fastjson2.annotation.JSONType;
+
+@JSONType(typeName = "message_stop")
+public class MessageStopStreamEvent extends StreamEvent{
+}
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/event/StreamEvent.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/assistant/event/StreamEvent.java
@@ -0,0 +1,18 @@
+package com.alibaba.qwen.code.cli.protocol.message.assistant.event;
+
+import com.alibaba.fastjson2.annotation.JSONType;
+
+@JSONType(typeKey = "type", typeName = "StreamEvent",
+        seeAlso = {MessageStartStreamEvent.class, MessageStopStreamEvent.class, ContentBlockStartEvent.class, ContentBlockStopEvent.class,
+                ContentBlockDeltaEvent.class})
+public class StreamEvent {
+    protected String type;
+
+    public String getType() {
+        return type;
+    }
+
+    public void setType(String type) {
+        this.type = type;
+    }
+}
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/control/CLIControlSetModelResponse.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/protocol/message/control/CLIControlSetModelResponse.java
@@ -0,0 +1,22 @@
+package com.alibaba.qwen.code.cli.protocol.message.control;
+
+public class CLIControlSetModelResponse {
+    String subtype = "set_model";
+    String model;
+
+    public String getSubtype() {
+        return subtype;
+    }
+
+    public void setSubtype(String subtype) {
+        this.subtype = subtype;
+    }
+
+    public String getModel() {
+        return model;
+    }
+
+    public void setModel(String model) {
+        this.model = model;
+    }
+}
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/session/Session.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/session/Session.java
@@ -2,6 +2,8 @@ package com.alibaba.qwen.code.cli.session;

 import java.io.IOException;
 import java.util.Optional;
+import java.util.concurrent.ExecutionException;
+import java.util.concurrent.TimeoutException;

 import com.alibaba.fastjson2.JSON;
 import com.alibaba.fastjson2.JSONObject;
@@ -15,6 +17,7 @@ import com.alibaba.qwen.code.cli.protocol.message.SDKResultMessage;
 import com.alibaba.qwen.code.cli.protocol.message.SDKSystemMessage;
 import com.alibaba.qwen.code.cli.protocol.message.SDKUserMessage;
 import com.alibaba.qwen.code.cli.protocol.message.assistant.SDKAssistantMessage;
+import com.alibaba.qwen.code.cli.protocol.message.assistant.SDKPartialAssistantMessage;
 import com.alibaba.qwen.code.cli.protocol.message.control.CLIControlInitializeRequest;
 import com.alibaba.qwen.code.cli.protocol.message.control.CLIControlInitializeResponse;
 import com.alibaba.qwen.code.cli.protocol.message.control.CLIControlInterruptRequest;
@@ -28,16 +31,19 @@ import com.alibaba.qwen.code.cli.session.event.SessionEventConsumers;
 import com.alibaba.qwen.code.cli.session.exception.SessionControlException;
 import com.alibaba.qwen.code.cli.session.exception.SessionSendPromptException;
 import com.alibaba.qwen.code.cli.transport.Transport;
+import com.alibaba.qwen.code.cli.utils.MyConcurrentUtils;
+import com.alibaba.qwen.code.cli.utils.Timeout;

 import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;

 public class Session {
+    private static final Logger log = LoggerFactory.getLogger(Session.class);
    private final Transport transport;
    private CLIControlInitializeResponse lastCliControlInitializeResponse;
    private SDKSystemMessage lastSdkSystemMessage;
-    private static final Logger log = LoggerFactory.getLogger(Session.class);
+    private final Timeout defaultEventTimeout = Timeout.TIMEOUT_60_SECONDS;

    public Session(Transport transport) throws SessionControlException {
        if (transport == null || !transport.isAvailable()) {
@@ -61,43 +67,44 @@ public class Session {
        }
    }

-    public void interrupt() throws SessionControlException {
-        if (!isAvailable()) {
-            throw new SessionControlException("Session is not available");
-        }
-
+    public void close() throws SessionControlException {
        try {
-            transport.inputNoWaitResponse(
-                    new CLIControlRequest<CLIControlInterruptRequest>().setRequest(new CLIControlInterruptRequest()).toString());
+            transport.close();
        } catch (Exception e) {
-            throw new SessionControlException("Failed to interrupt the session", e);
+            throw new SessionControlException("Failed to close the session", e);
        }
    }

-    public void setModel(String modelName) throws SessionControlException {
-        if (!isAvailable()) {
-            throw new SessionControlException("Session is not available");
-        }
+    public Optional<Boolean> interrupt() throws SessionControlException {
+        checkAvailable();
+        return processControlRequest(new CLIControlRequest<CLIControlInterruptRequest>().setRequest(new CLIControlInterruptRequest()).toString());
+    }

+    public Optional<Boolean> setModel(String modelName) throws SessionControlException {
+        checkAvailable();
        CLIControlSetModelRequest cliControlSetModelRequest = new CLIControlSetModelRequest();
        cliControlSetModelRequest.setModel(modelName);
-        try {
-            transport.inputNoWaitResponse(new CLIControlRequest<CLIControlSetModelRequest>().setRequest(cliControlSetModelRequest).toString());
-        } catch (Exception e) {
-            throw new SessionControlException("Failed to set model", e);
-        }
+        return processControlRequest(new CLIControlRequest<CLIControlSetModelRequest>().setRequest(cliControlSetModelRequest).toString());
    }

-    public void setPermissionMode(PermissionMode permissionMode) throws SessionControlException {
-        if (!isAvailable()) {
-            throw new SessionControlException("Session is not available");
-        }
-
+    public Optional<Boolean> setPermissionMode(PermissionMode permissionMode) throws SessionControlException {
+        checkAvailable();
        CLIControlSetPermissionModeRequest cliControlSetPermissionModeRequest = new CLIControlSetPermissionModeRequest();
        cliControlSetPermissionModeRequest.setMode(permissionMode.getValue());
+        return processControlRequest(
+                new CLIControlRequest<CLIControlSetPermissionModeRequest>().setRequest(cliControlSetPermissionModeRequest).toString());
+    }
+
+    private Optional<Boolean> processControlRequest(String request) throws SessionControlException {
        try {
-            transport.inputNoWaitResponse(
-                    new CLIControlRequest<CLIControlSetPermissionModeRequest>().setRequest(cliControlSetPermissionModeRequest).toString());
+            if (transport.isReading()) {
+                transport.inputNoWaitResponse(request);
+                return Optional.empty();
+            } else {
+                String response = transport.inputWaitForOneLine(request);
+                CLIControlResponse<?> cliControlResponse = JSON.parseObject(response, new TypeReference<CLIControlResponse<?>>() {});
+                return Optional.of("success".equals(cliControlResponse.getResponse().getSubtype()));
+            }
        } catch (Exception e) {
            throw new SessionControlException("Failed to set model", e);
        }
@@ -108,61 +115,43 @@ public class Session {
    }

    public void resumeSession(String sessionId) throws SessionControlException {
-        if (!isAvailable()) {
-            throw new SessionControlException("Session is not available");
-        }
-
        if (StringUtils.isNotBlank(sessionId)) {
            transport.getTransportOptions().setResumeSessionId(sessionId);
        }
        this.start();
    }

-    public String getSessionId() {
-        return Optional.ofNullable(lastSdkSystemMessage).map(SDKSystemMessage::getSessionId).orElse(null);
-    }
-
-    public void close() throws SessionControlException {
-        try {
-            transport.close();
-        } catch (Exception e) {
-            throw new SessionControlException("Failed to close the session", e);
-        }
-    }
-
-    public boolean isAvailable() {
-        return transport.isAvailable();
-    }
-
-    public Capabilities getCapabilities() {
-        return Optional.ofNullable(lastCliControlInitializeResponse).map(CLIControlInitializeResponse::getCapabilities).orElse(new Capabilities());
-    }
-
-    public void sendPrompt(String prompt, SessionEventConsumers sessionEventConsumers) throws SessionSendPromptException {
-        if (!transport.isAvailable()) {
-            throw new SessionSendPromptException("Session is not available");
-        }
-
+    public void sendPrompt(String prompt, SessionEventConsumers sessionEventConsumers) throws SessionSendPromptException, SessionControlException {
+        checkAvailable();
        try {
            transport.inputWaitForMultiLine(new SDKUserMessage().setContent(prompt).toString(), (line) -> {
-                log.debug("read a message from agent {}", line);
                JSONObject jsonObject = JSON.parseObject(line);
                String messageType = jsonObject.getString("type");
                if ("system".equals(messageType)) {
                    lastSdkSystemMessage = jsonObject.to(SDKSystemMessage.class);
-                    sessionEventConsumers.onSystemMessage(this, lastSdkSystemMessage);
+                    MyConcurrentUtils.runAndWait(() -> sessionEventConsumers.onSystemMessage(this, lastSdkSystemMessage),
+                            Optional.ofNullable(sessionEventConsumers.onSystemMessageTimeout(this)).orElse(defaultEventTimeout));
                    return false;
                } else if ("assistant".equals(messageType)) {
-                    sessionEventConsumers.onAssistantMessage(this, jsonObject.to(SDKAssistantMessage.class));
+                    MyConcurrentUtils.runAndWait(() -> sessionEventConsumers.onAssistantMessage(this, jsonObject.to(SDKAssistantMessage.class)),
+                            Optional.ofNullable(sessionEventConsumers.onAssistantMessageTimeout(this)).orElse(defaultEventTimeout));
+                    return false;
+                } else if ("stream_event".equals(messageType)) {
+                    MyConcurrentUtils.runAndWait(() -> sessionEventConsumers.onPartialAssistantMessage(this, jsonObject.to(SDKPartialAssistantMessage.class)),
+                            Optional.ofNullable(sessionEventConsumers.onPartialAssistantMessageTimeout(this)).orElse(defaultEventTimeout));
                    return false;
                } else if ("user".equals(messageType)) {
-                    sessionEventConsumers.onUserMessage(this, jsonObject.to(SDKUserMessage.class, Feature.FieldBased));
+                    MyConcurrentUtils.runAndWait(
+                            () -> sessionEventConsumers.onUserMessage(this, jsonObject.to(SDKUserMessage.class, Feature.FieldBased)),
+                            Optional.ofNullable(sessionEventConsumers.onUserMessageTimeout(this)).orElse(defaultEventTimeout));
                    return false;
                } else if ("result".equals(messageType)) {
-                    sessionEventConsumers.onResultMessage(this, jsonObject.to(SDKResultMessage.class));
+                    MyConcurrentUtils.runAndWait(() -> sessionEventConsumers.onResultMessage(this, jsonObject.to(SDKResultMessage.class)),
+                            Optional.ofNullable(sessionEventConsumers.onResultMessageTimeout(this)).orElse(defaultEventTimeout));
                    return true;
                } else if ("control_response".equals(messageType)) {
-                    sessionEventConsumers.onControlResponse(this, jsonObject.to(CLIControlResponse.class));
+                    MyConcurrentUtils.runAndWait(() -> sessionEventConsumers.onControlResponse(this, jsonObject.to(CLIControlResponse.class)),
+                            Optional.ofNullable(sessionEventConsumers.onControlResponseTimeout(this)).orElse(defaultEventTimeout));
                    if (!"error".equals(jsonObject.getString("subtype"))) {
                        return false;
                    } else {
@@ -170,10 +159,11 @@ public class Session {
                        return "error".equals(jsonObject.getString("subtype"));
                    }
                } else if ("control_request".equals(messageType)) {
-                    return processControlRequest(jsonObject, sessionEventConsumers);
+                    return processControlRequestInThePrompting(jsonObject, sessionEventConsumers);
                } else {
                    log.warn("unknown message type: {}", messageType);
-                    sessionEventConsumers.onOtherMessage(this, line);
+                    MyConcurrentUtils.runAndWait(() -> sessionEventConsumers.onOtherMessage(this, line),
+                            Optional.ofNullable(sessionEventConsumers.onOtherMessageTimeout(this)).orElse(defaultEventTimeout));
                    return false;
                }
            });
@@ -182,7 +172,7 @@ public class Session {
        }
    }

-    private boolean processControlRequest(JSONObject jsonObject, SessionEventConsumers sessionEventConsumers) {
+    private boolean processControlRequestInThePrompting(JSONObject jsonObject, SessionEventConsumers sessionEventConsumers) {
        String subType = Optional.of(jsonObject)
                .map(cr -> cr.getJSONObject("request"))
                .map(r -> r.getString("subtype"))
@@ -190,13 +180,21 @@ public class Session {
        if ("can_use_tool".equals(subType)) {
            try {
                return processPermissionResponse(jsonObject, sessionEventConsumers);
-            } catch (IOException e) {
+            } catch (IOException | ExecutionException | InterruptedException | TimeoutException e) {
                log.error("Failed to process permission response", e);
                return false;
            }
        } else {
-            CLIControlResponse<?> cliControlResponse = sessionEventConsumers.onControlRequest(this,
-                    jsonObject.to(new TypeReference<CLIControlRequest<?>>() {}));
+            CLIControlResponse<?> cliControlResponse;
+            try {
+                cliControlResponse = MyConcurrentUtils.runAndWait(
+                        () -> sessionEventConsumers.onControlRequest(this, jsonObject.to(new TypeReference<CLIControlRequest<?>>() {})),
+                        Optional.ofNullable(sessionEventConsumers.onControlRequestTimeout(this)).orElse(defaultEventTimeout));
+            } catch (Exception e) {
+                log.error("Failed to process control request", e);
+                return false;
+            }
+
            if (cliControlResponse != null) {
                try {
                    transport.inputNoWaitResponse(cliControlResponse.toString());
@@ -209,9 +207,13 @@ public class Session {
        }
    }

-    private boolean processPermissionResponse(JSONObject jsonObject, SessionEventConsumers sessionEventConsumers) throws IOException {
-        CLIControlRequest<CLIControlPermissionRequest> permissionRequest = jsonObject.to(new TypeReference<CLIControlRequest<CLIControlPermissionRequest>>() {});
-        Behavior behavior = Optional.ofNullable(sessionEventConsumers.onPermissionRequest(this, permissionRequest))
+    private boolean processPermissionResponse(JSONObject jsonObject, SessionEventConsumers sessionEventConsumers)
+            throws IOException, ExecutionException, InterruptedException, TimeoutException {
+        CLIControlRequest<CLIControlPermissionRequest> permissionRequest = jsonObject.to(
+                new TypeReference<CLIControlRequest<CLIControlPermissionRequest>>() {});
+
+        Behavior behavior = Optional.ofNullable(MyConcurrentUtils.runAndWait(() -> sessionEventConsumers.onPermissionRequest(this, permissionRequest),
+                        Optional.ofNullable(sessionEventConsumers.onPermissionRequestTimeout(this)).orElse(defaultEventTimeout)))
                .map(b -> {
                    if (b instanceof Allow) {
                        Allow allow = (Allow) b;
@@ -223,11 +225,30 @@ public class Session {
                })
                .orElse(Behavior.defaultBehavior());
        CLIControlResponse<CLIControlPermissionResponse> permissionResponse = new CLIControlResponse<>();
-        permissionResponse.createResponse().setResponse(new CLIControlPermissionResponse().setBehavior(behavior)).setRequestId(permissionRequest.getRequestId());
+        permissionResponse.createResponse().setResponse(new CLIControlPermissionResponse().setBehavior(behavior)).setRequestId(
+                permissionRequest.getRequestId());
        String permissionMessage = permissionResponse.toString();
        log.debug("send permission message to agent: {}", permissionMessage);
        transport.inputNoWaitResponse(permissionMessage);

        return false;
    }
+
+    public String getSessionId() {
+        return Optional.ofNullable(lastSdkSystemMessage).map(SDKSystemMessage::getSessionId).orElse(null);
+    }
+
+    public boolean isAvailable() {
+        return transport.isAvailable();
+    }
+
+    public Capabilities getCapabilities() {
+        return Optional.ofNullable(lastCliControlInitializeResponse).map(CLIControlInitializeResponse::getCapabilities).orElse(new Capabilities());
+    }
+
+    private void checkAvailable() throws SessionControlException {
+        if (!isAvailable()) {
+            throw new SessionControlException("Session is not available");
+        }
+    }
 }
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/session/event/SessionEventConsumers.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/session/event/SessionEventConsumers.java
@@ -5,10 +5,12 @@ import com.alibaba.qwen.code.cli.protocol.message.SDKResultMessage;
 import com.alibaba.qwen.code.cli.protocol.message.SDKSystemMessage;
 import com.alibaba.qwen.code.cli.protocol.message.SDKUserMessage;
 import com.alibaba.qwen.code.cli.protocol.message.assistant.SDKAssistantMessage;
+import com.alibaba.qwen.code.cli.protocol.message.assistant.SDKPartialAssistantMessage;
 import com.alibaba.qwen.code.cli.protocol.message.control.CLIControlPermissionRequest;
 import com.alibaba.qwen.code.cli.protocol.message.control.CLIControlRequest;
 import com.alibaba.qwen.code.cli.protocol.message.control.CLIControlResponse;
 import com.alibaba.qwen.code.cli.session.Session;
+import com.alibaba.qwen.code.cli.utils.Timeout;

 public interface SessionEventConsumers {
    void onSystemMessage(Session session, SDKSystemMessage systemMessage);
@@ -17,6 +19,8 @@ public interface SessionEventConsumers {

    void onAssistantMessage(Session session, SDKAssistantMessage assistantMessage);

+    void onPartialAssistantMessage(Session session, SDKPartialAssistantMessage partialAssistantMessage);
+
    void onUserMessage(Session session, SDKUserMessage userMessage);

    void onOtherMessage(Session session, String message);
@@ -26,4 +30,22 @@ public interface SessionEventConsumers {
    CLIControlResponse<?> onControlRequest(Session session, CLIControlRequest<?> cliControlRequest);

    Behavior onPermissionRequest(Session session, CLIControlRequest<CLIControlPermissionRequest> permissionRequest);
+
+    Timeout onSystemMessageTimeout(Session session);
+
+    Timeout onResultMessageTimeout(Session session);
+
+    Timeout onAssistantMessageTimeout(Session session);
+
+    Timeout onPartialAssistantMessageTimeout(Session session);
+
+    Timeout onUserMessageTimeout(Session session);
+
+    Timeout onOtherMessageTimeout(Session session);
+
+    Timeout onControlResponseTimeout(Session session);
+
+    Timeout onControlRequestTimeout(Session session);
+
+    Timeout onPermissionRequestTimeout(Session session);
 }
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/session/event/SessionEventSimpleConsumers.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/session/event/SessionEventSimpleConsumers.java
@@ -1,14 +1,28 @@
 package com.alibaba.qwen.code.cli.session.event;

+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+import java.util.Optional;
+import java.util.stream.Collectors;
+
+import com.alibaba.qwen.code.cli.protocol.data.AssistantContent;
+import com.alibaba.qwen.code.cli.protocol.data.behavior.Allow;
 import com.alibaba.qwen.code.cli.protocol.data.behavior.Behavior;
+import com.alibaba.qwen.code.cli.protocol.data.behavior.Behavior.Operation;
+import com.alibaba.qwen.code.cli.protocol.data.behavior.Deny;
 import com.alibaba.qwen.code.cli.protocol.message.SDKResultMessage;
 import com.alibaba.qwen.code.cli.protocol.message.SDKSystemMessage;
 import com.alibaba.qwen.code.cli.protocol.message.SDKUserMessage;
 import com.alibaba.qwen.code.cli.protocol.message.assistant.SDKAssistantMessage;
+import com.alibaba.qwen.code.cli.protocol.message.assistant.SDKPartialAssistantMessage;
+import com.alibaba.qwen.code.cli.protocol.message.assistant.event.ContentBlockDeltaEvent;
+import com.alibaba.qwen.code.cli.protocol.message.assistant.event.StreamEvent;
 import com.alibaba.qwen.code.cli.protocol.message.control.CLIControlPermissionRequest;
 import com.alibaba.qwen.code.cli.protocol.message.control.CLIControlRequest;
 import com.alibaba.qwen.code.cli.protocol.message.control.CLIControlResponse;
 import com.alibaba.qwen.code.cli.session.Session;
+import com.alibaba.qwen.code.cli.utils.Timeout;

 public class SessionEventSimpleConsumers implements SessionEventConsumers {
    @Override
@@ -21,6 +35,22 @@ public class SessionEventSimpleConsumers implements SessionEventConsumers {

    @Override
    public void onAssistantMessage(Session session, SDKAssistantMessage assistantMessage) {
+        onAssistantMessageIncludePartial(session, Optional.ofNullable(assistantMessage.getMessage().getContent())
+                .map(cbs -> cbs.stream().map(cb -> (AssistantContent) cb).collect(Collectors.toList()))
+                .orElse(new ArrayList<>()), AssistantMessageOutputType.entire);
+    }
+
+    @Override
+    public void onPartialAssistantMessage(Session session, SDKPartialAssistantMessage partialAssistantMessage) {
+        StreamEvent event = partialAssistantMessage.getEvent();
+        if (!(event instanceof ContentBlockDeltaEvent)) {
+            return;
+        }
+        onAssistantMessageIncludePartial(session, Collections.singletonList(((ContentBlockDeltaEvent) event).getDelta()), AssistantMessageOutputType.partial);
+    }
+
+    public void onAssistantMessageIncludePartial(Session session, List<AssistantContent> assistantContents,
+            AssistantMessageOutputType assistantMessageOutputType) {
    }

    @Override
@@ -42,6 +72,89 @@ public class SessionEventSimpleConsumers implements SessionEventConsumers {

    @Override
    public Behavior onPermissionRequest(Session session, CLIControlRequest<CLIControlPermissionRequest> permissionRequest) {
-        return Behavior.defaultBehavior();
+        if (Operation.deny.equals(this.defaultPermissionOperation)) {
+            return new Deny().setMessage("Permission denied.");
+        } else {
+            return new Allow().setUpdatedInput(permissionRequest.getRequest().getInput());
+        }
+    }
+
+    @Override
+    public Timeout onSystemMessageTimeout(Session session) {
+        return defaultEventTimeout;
+    }
+
+    @Override
+    public Timeout onResultMessageTimeout(Session session) {
+        return defaultEventTimeout;
+    }
+
+    @Override
+    public Timeout onAssistantMessageTimeout(Session session) {
+        return defaultEventTimeout;
+    }
+
+    @Override
+    public Timeout onPartialAssistantMessageTimeout(Session session) {
+        return defaultEventTimeout;
+    }
+
+    @Override
+    public Timeout onUserMessageTimeout(Session session) {
+        return defaultEventTimeout;
+    }
+
+    @Override
+    public Timeout onOtherMessageTimeout(Session session) {
+        return defaultEventTimeout;
+    }
+
+    @Override
+    public Timeout onControlResponseTimeout(Session session) {
+        return defaultEventTimeout;
+    }
+
+    @Override
+    public Timeout onControlRequestTimeout(Session session) {
+        return defaultEventTimeout;
+    }
+
+    @Override
+    public Timeout onPermissionRequestTimeout(Session session) {
+        return defaultEventTimeout;
+    }
+
+    public Timeout getDefaultEventTimeout() {
+        return defaultEventTimeout;
+    }
+
+    public SessionEventSimpleConsumers setDefaultEventTimeout(Timeout defaultEventTimeout) {
+        this.defaultEventTimeout = defaultEventTimeout;
+        return this;
+    }
+
+    public Operation getDefaultPermissionOperation() {
+        return defaultPermissionOperation;
+    }
+
+    public SessionEventSimpleConsumers setDefaultPermissionOperation(Operation defaultPermissionOperation) {
+        this.defaultPermissionOperation = defaultPermissionOperation;
+        return this;
+    }
+
+    public SessionEventSimpleConsumers() {
+    }
+
+    public SessionEventSimpleConsumers(Operation defaultPermissionOperation, Timeout defaultEventTimeout) {
+        this.defaultPermissionOperation = defaultPermissionOperation;
+        this.defaultEventTimeout = defaultEventTimeout;
+    }
+
+    private Operation defaultPermissionOperation = Operation.deny;
+    protected Timeout defaultEventTimeout = Timeout.TIMEOUT_60_SECONDS;
+
+    public enum AssistantMessageOutputType {
+        entire,
+        partial
    }
 }
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/transport/Transport.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/transport/Transport.java
@@ -8,6 +8,8 @@ import java.util.function.Function;
 public interface Transport {
    TransportOptions getTransportOptions();

+    boolean isReading();
+
    void start() throws IOException;

    void close() throws IOException;
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/transport/TransportOptions.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/transport/TransportOptions.java
@@ -4,6 +4,7 @@ import java.util.List;
 import java.util.Map;

 import com.alibaba.qwen.code.cli.protocol.data.PermissionMode;
+import com.alibaba.qwen.code.cli.utils.Timeout;

 public class TransportOptions implements Cloneable {
    private String pathToQwenExecutable;
@@ -17,120 +18,154 @@ public class TransportOptions implements Cloneable {
    private List<String> allowedTools;
    private String authType;
    private Boolean includePartialMessages;
-    private Long turnTimeoutMs;
-    private Long messageTimeoutMs;
+    private Boolean skillsEnable;
+    private Timeout turnTimeout;
+    private Timeout messageTimeout;
    private String resumeSessionId;
+    private List<String> otherOptions;

    public String getPathToQwenExecutable() {
        return pathToQwenExecutable;
    }

-    public void setPathToQwenExecutable(String pathToQwenExecutable) {
+    public TransportOptions setPathToQwenExecutable(String pathToQwenExecutable) {
        this.pathToQwenExecutable = pathToQwenExecutable;
+        return this;
    }

    public String getCwd() {
        return cwd;
    }

-    public void setCwd(String cwd) {
+    public TransportOptions setCwd(String cwd) {
        this.cwd = cwd;
+        return this;
    }

    public String getModel() {
        return model;
    }

-    public void setModel(String model) {
+    public TransportOptions setModel(String model) {
        this.model = model;
+        return this;
    }

    public PermissionMode getPermissionMode() {
        return permissionMode;
    }

-    public void setPermissionMode(PermissionMode permissionMode) {
+    public TransportOptions setPermissionMode(PermissionMode permissionMode) {
        this.permissionMode = permissionMode;
+        return this;
    }

    public Map<String, String> getEnv() {
        return env;
    }

-    public void setEnv(Map<String, String> env) {
+    public TransportOptions setEnv(Map<String, String> env) {
        this.env = env;
+        return this;
    }

    public Integer getMaxSessionTurns() {
        return maxSessionTurns;
    }

-    public void setMaxSessionTurns(Integer maxSessionTurns) {
+    public TransportOptions setMaxSessionTurns(Integer maxSessionTurns) {
        this.maxSessionTurns = maxSessionTurns;
+        return this;
    }

    public List<String> getCoreTools() {
        return coreTools;
    }

-    public void setCoreTools(List<String> coreTools) {
+    public TransportOptions setCoreTools(List<String> coreTools) {
        this.coreTools = coreTools;
+        return this;
    }

    public List<String> getExcludeTools() {
        return excludeTools;
    }

-    public void setExcludeTools(List<String> excludeTools) {
+    public TransportOptions setExcludeTools(List<String> excludeTools) {
        this.excludeTools = excludeTools;
+        return this;
    }

    public List<String> getAllowedTools() {
        return allowedTools;
    }

-    public void setAllowedTools(List<String> allowedTools) {
+    public TransportOptions setAllowedTools(List<String> allowedTools) {
        this.allowedTools = allowedTools;
+        return this;
    }

    public String getAuthType() {
        return authType;
    }

-    public void setAuthType(String authType) {
+    public TransportOptions setAuthType(String authType) {
        this.authType = authType;
+        return this;
    }

    public Boolean getIncludePartialMessages() {
        return includePartialMessages;
    }

-    public void setIncludePartialMessages(Boolean includePartialMessages) {
+    public TransportOptions setIncludePartialMessages(Boolean includePartialMessages) {
        this.includePartialMessages = includePartialMessages;
+        return this;
    }

-    public Long getTurnTimeoutMs() {
-        return turnTimeoutMs;
+    public Boolean getSkillsEnable() {
+        return skillsEnable;
    }

-    public void setTurnTimeoutMs(Long turnTimeoutMs) {
-        this.turnTimeoutMs = turnTimeoutMs;
+    public TransportOptions setSkillsEnable(Boolean skillsEnable) {
+        this.skillsEnable = skillsEnable;
+        return this;
    }

-    public Long getMessageTimeoutMs() {
-        return messageTimeoutMs;
+    public Timeout getTurnTimeout() {
+        return turnTimeout;
    }

-    public void setMessageTimeoutMs(Long messageTimeoutMs) {
-        this.messageTimeoutMs = messageTimeoutMs;
+    public TransportOptions setTurnTimeout(Timeout turnTimeout) {
+        this.turnTimeout = turnTimeout;
+        return this;
+    }
+
+    public Timeout getMessageTimeout() {
+        return messageTimeout;
+    }
+
+    public TransportOptions setMessageTimeout(Timeout messageTimeout) {
+        this.messageTimeout = messageTimeout;
+        return this;
    }

    public String getResumeSessionId() {
        return resumeSessionId;
    }

-    public void setResumeSessionId(String resumeSessionId) {
+    public TransportOptions setResumeSessionId(String resumeSessionId) {
        this.resumeSessionId = resumeSessionId;
+        return this;
+    }
+
+    public List<String> getOtherOptions() {
+        return otherOptions;
+    }
+
+    public TransportOptions setOtherOptions(List<String> otherOptions) {
+        this.otherOptions = otherOptions;
+        return this;
    }

    @Override
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/transport/process/ProcessTransport.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/transport/process/ProcessTransport.java
@@ -2,6 +2,8 @@ package com.alibaba.qwen.code.cli.transport.process;

 import com.alibaba.qwen.code.cli.transport.Transport;
 import com.alibaba.qwen.code.cli.transport.TransportOptions;
+import com.alibaba.qwen.code.cli.utils.MyConcurrentUtils;
+import com.alibaba.qwen.code.cli.utils.Timeout;

 import org.apache.commons.lang3.exception.ContextedRuntimeException;
 import org.slf4j.Logger;
@@ -14,29 +16,37 @@ import java.io.IOException;
 import java.io.InputStreamReader;
 import java.io.OutputStreamWriter;
 import java.lang.ProcessBuilder.Redirect;
-import java.util.concurrent.CompletableFuture;
 import java.util.concurrent.ExecutionException;
-import java.util.concurrent.TimeUnit;
 import java.util.concurrent.TimeoutException;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.function.Consumer;
 import java.util.function.Function;

 public class ProcessTransport implements Transport {
    private static final Logger log = LoggerFactory.getLogger(ProcessTransport.class);
    private final TransportOptions transportOptions;
-    protected Long turnTimeoutMs;
-    protected Long messageTimeoutMs;
+    protected Timeout turnTimeout;
+    protected Timeout messageTimeout;

    protected Process process;
    protected BufferedWriter processInput;
    protected BufferedReader processOutput;
    protected BufferedReader processError;
+    protected final Consumer<String> errorHandler;
+
+    private final AtomicBoolean reading = new AtomicBoolean(false);

    public ProcessTransport() throws IOException {
        this(new TransportOptions());
    }

    public ProcessTransport(TransportOptions transportOptions) throws IOException {
+        this(transportOptions, (line) -> log.error("process error: {}", line));
+    }
+
+    public ProcessTransport(TransportOptions transportOptions, Consumer<String> errorHandler) throws IOException {
        this.transportOptions = transportOptions;
+        this.errorHandler = errorHandler;
        start();
    }

@@ -45,11 +55,16 @@ public class ProcessTransport implements Transport {
        return transportOptions;
    }

+    @Override
+    public boolean isReading() {
+        return reading.get();
+    }
+
    @Override
    public void start() throws IOException {
        TransportOptionsAdapter transportOptionsAdapter = new TransportOptionsAdapter(transportOptions);
-        this.turnTimeoutMs = transportOptionsAdapter.getHandledTransportOptions().getTurnTimeoutMs();
-        this.messageTimeoutMs = transportOptionsAdapter.getHandledTransportOptions().getMessageTimeoutMs();
+        this.turnTimeout = transportOptionsAdapter.getHandledTransportOptions().getTurnTimeout();
+        this.messageTimeout = transportOptionsAdapter.getHandledTransportOptions().getMessageTimeout();

        String[] commandArgs = transportOptionsAdapter.buildCommandArgs();
        log.debug("trans to command args: {}", transportOptionsAdapter);
@@ -91,113 +106,87 @@ public class ProcessTransport implements Transport {

    @Override
    public String inputWaitForOneLine(String message) throws IOException, ExecutionException, InterruptedException, TimeoutException {
-        return inputWaitForOneLine(message, turnTimeoutMs);
+        return inputWaitForOneLine(message, turnTimeout);
    }

-    private String inputWaitForOneLine(String message, long timeOutInMs)
+    private String inputWaitForOneLine(String message, Timeout timeOut)
            throws IOException, TimeoutException, InterruptedException, ExecutionException {
        inputNoWaitResponse(message);
-        CompletableFuture<String> future = CompletableFuture.supplyAsync(() -> {
-            try {
-                return processOutput.readLine();
-            } catch (IOException e) {
-                throw new ContextedRuntimeException("read line error", e)
-                        .addContextValue("message", message);
-            }
-        });
-
        try {
-            String line = future.get(timeOutInMs, TimeUnit.MILLISECONDS);
+            reading.set(true);
+            String line = MyConcurrentUtils.runAndWait(() -> {
+                try {
+                    return processOutput.readLine();
+                } catch (IOException e) {
+                    throw new ContextedRuntimeException("read line error", e)
+                            .addContextValue("message", message);
+                }
+            }, timeOut);
            log.info("inputWaitForOneLine result: {}", line);
            return line;
-        } catch (TimeoutException e) {
-            future.cancel(true);
-            log.warn("read message timeout {}, canceled readOneLine task", timeOutInMs, e);
-            throw e;
-        } catch (InterruptedException e) {
-            future.cancel(true);
-            log.warn("interrupted task, canceled task", e);
-            throw e;
-        } catch (ExecutionException e) {
-            future.cancel(true);
-            log.warn("the readOneLine task execute error", e);
-            throw e;
+        } finally {
+            reading.set(false);
        }
    }

    @Override
    public void inputWaitForMultiLine(String message, Function<String, Boolean> callBackFunction) throws IOException {
-        inputWaitForMultiLine(message, callBackFunction, turnTimeoutMs);
+        inputWaitForMultiLine(message, callBackFunction, turnTimeout);
    }

-    private void inputWaitForMultiLine(String message, Function<String, Boolean> callBackFunction, long timeOutInMs) throws IOException {
+    private void inputWaitForMultiLine(String message, Function<String, Boolean> callBackFunction, Timeout timeOut) throws IOException {
        log.debug("input message for multiLine: {}", message);
        inputNoWaitResponse(message);
-
-        CompletableFuture<Void> future = CompletableFuture.runAsync(() -> iterateOutput(callBackFunction));
-        try {
-            future.get(timeOutInMs, TimeUnit.MILLISECONDS);
-        } catch (TimeoutException e) {
-            future.cancel(true);
-            log.warn("read message timeout {}, canceled readMultiMessages task", timeOutInMs, e);
-        } catch (InterruptedException e) {
-            future.cancel(true);
-            log.warn("interrupted task, canceled task", e);
-        } catch (ExecutionException e) {
-            future.cancel(true);
-            log.warn("the readMultiMessages task execute error", e);
-        } catch (Exception e) {
-            future.cancel(true);
-            log.warn("other  error");
-        }
+        MyConcurrentUtils.runAndWait(() -> iterateOutput(callBackFunction), timeOut);
    }

    @Override
    public void inputNoWaitResponse(String message) throws IOException {
-        log.debug("input message to agent: {}", message);
+        log.debug("input message to process: {}", message);
        processInput.write(message);
        processInput.newLine();
        processInput.flush();
    }

    private void startErrorReading() {
-        CompletableFuture.runAsync(() -> {
+        MyConcurrentUtils.asyncRun(() -> {
            try {
-                String line;
-                while ((line = processError.readLine()) != null) {
-                    System.err.println("错误: " + line);
-                }
-            } catch (Exception e) {
-                System.err.println("错误: " + e.getMessage());
-            }
-        });
-    }
-
-    private void iterateOutput(Function<String, Boolean> callBackFunction) {
-        CompletableFuture<Void> future = CompletableFuture.runAsync(() -> {
-            try {
-                for (String line = processOutput.readLine(); line != null; line = processOutput.readLine()) {
-                    log.debug("read a message from agent {}", line);
-                    if (callBackFunction.apply(line)) {
+                for (;;) {
+                    final String line = processError.readLine();
+                    if (line == null) {
                        break;
                    }
+                    if (errorHandler != null) {
+                        try {
+                            MyConcurrentUtils.runAndWait(() -> errorHandler.accept(line), messageTimeout);
+                        } catch (Exception e) {
+                            log.warn("error handler error", e);
+                        }
+                    }
                }
            } catch (IOException e) {
-                throw new RuntimeException("read process output error", e);
+                log.warn("Failed read error {}, caused by {}", e.getMessage(), e.getCause(), e);
            }
-        });
+        }, (e, t) -> log.warn("read error {}", t.getMessage(), t));
+    }

+    private void iterateOutput(Function<String, Boolean> callBackFunction) {
        try {
-            future.get(messageTimeoutMs, TimeUnit.MILLISECONDS);
-        } catch (InterruptedException e) {
-            log.warn("read message task interrupted", e);
-            future.cancel(true);
-        } catch (TimeoutException e) {
-            log.warn("Operation timed out", e);
-            future.cancel(true);
-        } catch (Exception e) {
-            future.cancel(true);
-            log.warn("Operation error", e);
+            reading.set(true);
+            MyConcurrentUtils.runAndWait(() -> {
+                try {
+                    for (String line = processOutput.readLine(); line != null; line = processOutput.readLine()) {
+                        log.debug("read a message from process {}", line);
+                        if (callBackFunction.apply(line)) {
+                            break;
+                        }
+                    }
+                } catch (IOException e) {
+                    throw new RuntimeException("read process output error", e);
+                }
+            }, messageTimeout);
+        } finally {
+            reading.set(false);
        }
    }
 }
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/transport/process/TransportOptionsAdapter.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/transport/process/TransportOptionsAdapter.java
@@ -1,6 +1,7 @@
 package com.alibaba.qwen.code.cli.transport.process;

 import com.alibaba.qwen.code.cli.transport.TransportOptions;
+import com.alibaba.qwen.code.cli.utils.Timeout;

 import org.apache.commons.lang3.StringUtils;

@@ -11,11 +12,12 @@ import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
 import java.util.Optional;
+import java.util.concurrent.TimeUnit;

 class TransportOptionsAdapter {
    TransportOptions transportOptions;
-    private static final Long DEFAULT_TURN_TIMEOUT_MS = 1000 * 60 * 30L;
-    private static final Long DEFAULT_MESSAGE_TIMEOUT_MS = 1000 * 60 * 3L;
+    private static final Timeout DEFAULT_TURN_TIMEOUT = new Timeout(1000 * 60 * 30L, TimeUnit.MILLISECONDS);
+    private static final Timeout DEFAULT_MESSAGE_TIMEOUT = new Timeout(1000 * 60 * 3L, TimeUnit.MILLISECONDS);

    TransportOptionsAdapter(TransportOptions userTransportOptions) {
        transportOptions = addDefaultTransportOptions(userTransportOptions);
@@ -73,10 +75,18 @@ class TransportOptionsAdapter {
            args.add("--include-partial-messages");
        }

+        if (transportOptions.getSkillsEnable() != null && transportOptions.getSkillsEnable()) {
+            args.add("--experimental-skills");
+        }
+
        if (StringUtils.isNotBlank(transportOptions.getResumeSessionId())) {
            args.add("--resume");
            args.add(transportOptions.getResumeSessionId());
        }
+
+        if (transportOptions.getOtherOptions() != null) {
+            args.addAll(transportOptions.getOtherOptions());
+        }
        return args.toArray(new String[] {});
    }

@@ -97,12 +107,12 @@ class TransportOptionsAdapter {
        Optional.ofNullable(transportOptions.getEnv()).ifPresent(env::putAll);
        transportOptions.setEnv(env);

-        if (transportOptions.getTurnTimeoutMs() == null) {
-            transportOptions.setTurnTimeoutMs(DEFAULT_TURN_TIMEOUT_MS);
+        if (transportOptions.getTurnTimeout() == null) {
+            transportOptions.setTurnTimeout(DEFAULT_TURN_TIMEOUT);
        }

-        if (transportOptions.getMessageTimeoutMs() == null) {
-            transportOptions.setMessageTimeoutMs(DEFAULT_MESSAGE_TIMEOUT_MS);
+        if (transportOptions.getMessageTimeout() == null) {
+            transportOptions.setMessageTimeout(DEFAULT_MESSAGE_TIMEOUT);
        }
        return transportOptions;
    }
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/utils/MyConcurrentUtils.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/utils/MyConcurrentUtils.java
@@ -0,0 +1,65 @@
+package com.alibaba.qwen.code.cli.utils;
+
+import java.util.concurrent.CompletableFuture;
+import java.util.concurrent.ExecutionException;
+import java.util.concurrent.TimeoutException;
+import java.util.function.BiConsumer;
+import java.util.function.Supplier;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+public class MyConcurrentUtils {
+    private static final Logger log = LoggerFactory.getLogger(MyConcurrentUtils.class);
+
+    public static void runAndWait(Runnable runnable, Timeout timeOut) {
+        CompletableFuture<Void> future = CompletableFuture.runAsync(() -> {
+            try {
+                runnable.run();
+            } catch (Exception e) {
+                throw new RuntimeException(e);
+            }
+        }, ThreadPoolConfig.getExecutor());
+        try {
+            future.get(timeOut.getValue(), timeOut.getUnit());
+        } catch (InterruptedException e) {
+            log.warn("task interrupted", e);
+            future.cancel(true);
+        } catch (TimeoutException e) {
+            log.warn("Operation timed out", e);
+            future.cancel(true);
+        } catch (Exception e) {
+            future.cancel(true);
+            log.warn("Operation error", e);
+        }
+    }
+
+    public static <T> T runAndWait(Supplier<T> supplier, Timeout timeOut)
+            throws ExecutionException, InterruptedException, TimeoutException {
+        CompletableFuture<T> future = CompletableFuture.supplyAsync(() -> {
+            try {
+                return supplier.get();
+            } catch (Exception e) {
+                throw new RuntimeException(e);
+            }
+        }, ThreadPoolConfig.getExecutor());
+
+        try {
+            return future.get(timeOut.getValue(), timeOut.getUnit());
+        } catch (TimeoutException | InterruptedException | ExecutionException e) {
+            future.cancel(true);
+            throw e;
+        }
+    }
+
+    public static void asyncRun(Runnable runnable, BiConsumer<Void, Throwable> errorCallback) {
+        CompletableFuture<Void> future = CompletableFuture.runAsync(() -> {
+            try {
+                runnable.run();
+            } catch (Exception e) {
+                log.warn("async task error", e);
+            }
+        }, ThreadPoolConfig.getExecutor());
+        future.whenComplete(errorCallback);
+    }
+}
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/utils/ThreadPoolConfig.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/utils/ThreadPoolConfig.java
@@ -0,0 +1,43 @@
+package com.alibaba.qwen.code.cli.utils;
+
+import java.util.Optional;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.LinkedBlockingQueue;
+import java.util.concurrent.ThreadFactory;
+import java.util.concurrent.ThreadPoolExecutor;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.function.Supplier;
+
+public class ThreadPoolConfig {
+    private static final ThreadPoolExecutor defaultExecutor = new ThreadPoolExecutor(
+            10, 30, 60L, TimeUnit.SECONDS,
+            new LinkedBlockingQueue<>(300),
+            new ThreadFactory() {
+                private final AtomicInteger threadNumber = new AtomicInteger(1);
+
+                @Override
+                public Thread newThread(Runnable r) {
+                    Thread t = new Thread(r, "qwen_code_cli-pool-" + threadNumber.getAndIncrement());
+                    t.setDaemon(false);
+                    return t;
+                }
+            },
+            new ThreadPoolExecutor.CallerRunsPolicy()  // 拒绝策略
+    );
+
+    private static Supplier<ThreadPoolExecutor> executorSupplier;
+    public static void setExecutorSupplier(Supplier<ThreadPoolExecutor> executorSupplier) {
+        ThreadPoolConfig.executorSupplier = executorSupplier;
+    }
+
+    public static ExecutorService getExecutor() {
+        return Optional.ofNullable(executorSupplier).map(s -> {
+            try {
+                return s.get();
+            } catch (Exception e) {
+                return defaultExecutor;
+            }
+        }).orElse(defaultExecutor);
+    }
+}
--- a/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/utils/Timeout.java
+++ b/packages/sdk-java/src/main/java/com/alibaba/qwen/code/cli/utils/Timeout.java
@@ -0,0 +1,27 @@
+package com.alibaba.qwen.code.cli.utils;
+
+import java.util.concurrent.TimeUnit;
+
+import org.apache.commons.lang3.Validate;
+
+public class Timeout {
+    private final Long value;
+    private final TimeUnit unit;
+    public Timeout(Long value, TimeUnit unit) {
+        Validate.notNull(value, "value can not be null");
+        Validate.notNull(unit, "unit can not be null");
+        this.value = value;
+        this.unit = unit;
+    }
+
+    public Long getValue() {
+        return value;
+    }
+
+    public TimeUnit getUnit() {
+        return unit;
+    }
+
+    public static final Timeout TIMEOUT_60_SECONDS = new Timeout(60L, TimeUnit.SECONDS);
+    public static final Timeout TIMEOUT_30_MINUTES = new Timeout(60L, TimeUnit.MINUTES);
+}
--- a/packages/sdk-java/src/test/java/com/alibaba/qwen/code/cli/QwenCodeCliTest.java
+++ b/packages/sdk-java/src/test/java/com/alibaba/qwen/code/cli/QwenCodeCliTest.java
@@ -2,21 +2,18 @@ package com.alibaba.qwen.code.cli;

 import java.util.List;

-import com.alibaba.qwen.code.cli.protocol.message.Message;
-import com.alibaba.qwen.code.cli.protocol.message.assistant.SDKAssistantMessage;
-
 import org.junit.jupiter.api.Test;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;

 import static org.junit.jupiter.api.Assertions.*;

-class QwenCliTest {
+class QwenCodeCliTest {

-    private static final Logger log = LoggerFactory.getLogger(QwenCliTest.class);
+    private static final Logger log = LoggerFactory.getLogger(QwenCodeCliTest.class);
    @Test
-    void query() {
-        List<Message> result = QwenCli.query("hello world");
+    void simpleQuery() {
+        List<String> result = QwenCodeCli.simpleQuery("hello world");
        log.info("result: {}", result);
        assertNotNull(result);
    }
--- a/packages/sdk-java/src/test/java/com/alibaba/qwen/code/cli/session/SessionTest.java
+++ b/packages/sdk-java/src/test/java/com/alibaba/qwen/code/cli/session/SessionTest.java
@@ -1,11 +1,14 @@
 package com.alibaba.qwen.code.cli.session;

 import java.io.IOException;
+import java.util.List;

 import com.alibaba.fastjson2.JSON;
+import com.alibaba.qwen.code.cli.protocol.data.AssistantContent;
 import com.alibaba.qwen.code.cli.protocol.data.PermissionMode;
 import com.alibaba.qwen.code.cli.protocol.data.behavior.Allow;
 import com.alibaba.qwen.code.cli.protocol.data.behavior.Behavior;
+import com.alibaba.qwen.code.cli.protocol.data.behavior.Behavior.Operation;
 import com.alibaba.qwen.code.cli.protocol.message.SDKResultMessage;
 import com.alibaba.qwen.code.cli.protocol.message.SDKSystemMessage;
 import com.alibaba.qwen.code.cli.protocol.message.assistant.SDKAssistantMessage;
@@ -17,6 +20,7 @@ import com.alibaba.qwen.code.cli.session.event.SessionEventSimpleConsumers;
 import com.alibaba.qwen.code.cli.session.exception.SessionControlException;
 import com.alibaba.qwen.code.cli.session.exception.SessionSendPromptException;
 import com.alibaba.qwen.code.cli.transport.Transport;
+import com.alibaba.qwen.code.cli.transport.TransportOptions;
 import com.alibaba.qwen.code.cli.transport.process.ProcessTransport;

 import org.apache.commons.lang3.StringUtils;
@@ -28,18 +32,34 @@ class SessionTest {

    private static final Logger log = LoggerFactory.getLogger(SessionTest.class);

+    @Test
+    void partialSendPromptSuccessfully() throws IOException, SessionControlException, SessionSendPromptException {
+        Transport transport = new ProcessTransport(new TransportOptions().setIncludePartialMessages(true));
+        Session session = new Session(transport);
+        session.sendPrompt("in the dir src/test/temp/, create file empty file test.touch", new SessionEventSimpleConsumers() {
+            @Override
+            public void onAssistantMessageIncludePartial(Session session, List<AssistantContent> assistantContents,
+                    AssistantMessageOutputType assistantMessageOutputType) {
+                log.info("onAssistantMessageIncludePartial: {}", JSON.toJSONString(assistantContents));
+            }
+        }.setDefaultPermissionOperation(Operation.allow));
+    }
+
    @Test
    void setPermissionModeSuccessfully() throws IOException, SessionControlException, SessionSendPromptException {
        Transport transport = new ProcessTransport();
        Session session = new Session(transport);

-        session.setPermissionMode(PermissionMode.YOLO);
+        log.info(session.setPermissionMode(PermissionMode.YOLO).map(s -> s ? "setPermissionMode 1 success" : "setPermissionMode 1 error")
+                .orElse("setPermissionMode 1 unknown"));
        session.sendPrompt("in the dir src/test/temp/, create file empty file test.touch", new SessionEventSimpleConsumers());

-        session.setPermissionMode(PermissionMode.PLAN);
+        log.info(session.setPermissionMode(PermissionMode.PLAN).map(s -> s ? "setPermissionMode 2 success" : "setPermissionMode 2 error")
+                .orElse("setPermissionMode 2 unknown"));
        session.sendPrompt("rename test.touch to test_rename.touch", new SessionEventSimpleConsumers());

-        session.setPermissionMode(PermissionMode.AUTO_EDIT);
+        log.info(session.setPermissionMode(PermissionMode.AUTO_EDIT).map(s -> s ? "setPermissionMode 3 success" : "setPermissionMode 3 error")
+                .orElse("setPermissionMode 3 unknown"));
        session.sendPrompt("rename test.touch to test_rename.touch", new SessionEventSimpleConsumers());

        session.sendPrompt("rename test.touch to test_rename.touch again user will allow", new SessionEventSimpleConsumers() {
@@ -57,19 +77,19 @@ class SessionTest {
        Transport transport = new ProcessTransport();
        Session session = new Session(transport);

-        session.setModel("qwen3-coder-flash");
+        log.info(session.setModel("qwen3-coder-flash").map(s -> s ? "setModel 1 success" : "setModel 1 error").orElse("setModel 1 unknown"));
        writeSplitLine("setModel 1 end");

        session.sendPrompt("hello world", new SessionEventSimpleConsumers());
        writeSplitLine("prompt 1 end");

-        session.setModel("qwen3-coder-plus");
+        log.info(session.setModel("qwen3-coder-plus").map(s -> s ? "setModel 2 success" : "setModel 2 error").orElse("setModel 2 unknown"));
        writeSplitLine("setModel 1 end");

        session.sendPrompt("查看下当前目录有多少个文件", new SessionEventSimpleConsumers());
        writeSplitLine("prompt 2 end");

-        session.setModel("qwen3-max");
+        log.info(session.setModel("qwen3-max").map(s -> s ? "setModel 3 success" : "setModel 3 error").orElse("setModel 3 unknown"));
        writeSplitLine("setModel 1 end");

        session.sendPrompt("查看下当前目录有多少个xml文件", new SessionEventSimpleConsumers());
@@ -129,12 +149,17 @@ class SessionTest {
    }

    public void writeSplitLine(String line) {
-        log.info("{}  {}",line, StringUtils.repeat("=", 300));
+        log.info("{}  {}", line, StringUtils.repeat("=", 300));
    }

    @Test
    void testJSON() {
-        String json = "{\"type\":\"assistant\",\"uuid\":\"ed8374fe-a4eb-4fc0-9780-9bd2fd831cda\",\"session_id\":\"166badc0-e6d3-4978-ae47-4ccd51c468ef\",\"message\":{\"content\":[{\"text\":\"Hello! How can I help you with the Qwen Code SDK for Java today?\",\"type\":\"text\"}],\"id\":\"ed8374fe-a4eb-4fc0-9780-9bd2fd831cda\",\"model\":\"qwen3-coder-plus\",\"role\":\"assistant\",\"type\":\"message\",\"usage\":{\"cache_read_input_tokens\":12766,\"input_tokens\":12770,\"output_tokens\":17,\"total_tokens\":12787}}}";
+        String json
+                = "{\"type\":\"assistant\",\"uuid\":\"ed8374fe-a4eb-4fc0-9780-9bd2fd831cda\","
+                + "\"session_id\":\"166badc0-e6d3-4978-ae47-4ccd51c468ef\",\"message\":{\"content\":[{\"text\":\"Hello! How can I help you with the"
+                + " Qwen Code SDK for Java today?\",\"type\":\"text\"}],\"id\":\"ed8374fe-a4eb-4fc0-9780-9bd2fd831cda\","
+                + "\"model\":\"qwen3-coder-plus\",\"role\":\"assistant\",\"type\":\"message\",\"usage\":{\"cache_read_input_tokens\":12766,"
+                + "\"input_tokens\":12770,\"output_tokens\":17,\"total_tokens\":12787}}}";
        SDKAssistantMessage assistantMessage = JSON.parseObject(json, SDKAssistantMessage.class);
        log.info("the assistantMessage: {}", assistantMessage);
    }