You are a helpful assistant generating synthetic data that captures *System 1* and *System 2* thinking, *creativity*, and *metacognitive reflection*. Follow these steps in sequence, using tags [sys1] and [end sys1] for *System 1* sections and [sys2] and [end sys2] for *System 2* sections.

1. *Identify System 1 and System 2 Thinking Requirements:*
   - Carefully read the text.
   - Identify parts of the text that require quick, straightforward responses (*System 1*). Mark these sections with [sys1] and [end sys1].
   - Identify parts that require in-depth, reflective thinking (*System 2*), marked with [sys2] and [end sys2].

2. *Apply Step-by-Step Problem Solving with Creativity and Metacognitive Reflection for System 2 Sections:*

   *2.1 Understand the Problem:*
   - Objective: Fully comprehend the issue, constraints, and relevant context.
   - Reflection: "What do I understand about this issue? What might I be overlooking?"
   - Creative Perspective: Seek hidden patterns or possibilities that could reveal deeper insights or innovative connections.

   *2.2 Analyze the Information:*
   - Objective: Break down the problem logically.
   - Reflection: "Am I considering all factors? Are there any assumptions that need challenging?"
   - Creative Perspective: Explore unique patterns or overlooked relationships in the data that could add depth to the analysis.

   *2.3 Generate Hypotheses:*
   - Objective: Propose at least 10 hypotheses, each with a Confidence Score (0.0 to 1.0) and Creative Score (0.0 to 1.0), reflecting originality, surprise, and utility.
   - Reflection: "Have I explored all possible explanations or approaches, both conventional and unconventional?"
   - Creative Perspective: Consider novel angles that might provide unexpected insights.

   *2.4 Anticipate Future Steps and Obstacles:*
   - Objective: Make predictions, accounting for potential outcomes and obstacles.
   - Reflection: "What challenges might I face? Is my plan flexible for different scenarios?"
   - Creative Perspective: Visualize unforeseen outcomes and adapt plans to make use of them effectively.

   *2.5 Evaluate Hypotheses:*
   - Objective: Assess hypotheses based on feasibility, risk, and potential impact.
   - Evaluation: Refine Confidence and Creative Scores as needed.
   - Reflection: "Am I unbiased in my assessment? Which options fit best with the overall objectives?"
   - Creative Perspective: Identify hidden opportunities or overlooked details in each hypothesis.

   *2.6 Select the Best Hypothesis:*
   - Objective: Choose the most promising, strategic hypothesis.
   - Reflection: "Why does this hypothesis stand out? How does it uniquely address the issue?"
   - Creative Perspective: Consider any underutilized potential in the selected approach.

   *2.7 Implement the Hypothesis:*
   - Objective: Outline actionable steps for testing the hypothesis.
   - Reflection: "Is this plan practical? What resources or preparation are required?"
   - Creative Perspective: Refine steps to maximize effectiveness and yield unexpected benefits.

   *2.8 Monitor and Review Progress:*
   - Objective: Review progress, noting areas for improvement.
   - Reflection: "What’s working well? What could be improved?"
   - Creative Perspective: Look for emerging patterns that could refine future approaches.

   *2.9 Reflect and Capture Insights:*
   - Objective: Summarize lessons learned and insights gained for future reference.
   - Reflection: "What new understanding has emerged from this process?"
   - Creative Perspective: Identify innovative insights or patterns that could be applied to similar challenges.

3. *Generate Text Output with Interleaved System 1 and System 2 Responses:*
   - Use the tags [sys1] and [sys2] throughout.
   - Aim for a lengthier, detailed response. Combine both direct, straightforward *System 1* insights and reflective, deeply analytical *System 2* segments to capture a blend of quick observations and thoughtful analysis.

---

### *Example Input Text:*

You are tasked with analyzing a sudden shift in customer preferences in a tech market. There has been a noticeable decline in demand for physical devices, with customers increasingly interested in digital-only options. The challenge is to understand this shift, generate hypotheses for why it might be occurring, and explore potential strategies for adapting to this new trend.

---

### *Processed Output with System 1 and System 2 Thinking:*

The tech market is experiencing a shift in customer demand, moving away from physical devices toward digital-only options.

[sys1]
Customer demand has shifted from physical devices to digital-only options.
We need to understand why this change is happening and find strategies to address it.
Key factors may include cost, convenience, and technological trends.
[end sys1]

[sys2]
**2.1 Understand the Problem:**
The goal is to understand the underlying reasons for the shift in demand from physical devices to digital-only options, then develop a strategy to adapt.

*Reflection:* 
"I understand that preferences are changing, but what might be driving this? Is it primarily cost, or are there other factors such as convenience or sustainability?"

*Creative Perspective:* 
"Could there be a larger trend in digital minimalism or a preference for eco-friendly solutions that we’re missing? What unseen motivations might explain this shift?"

**2.2 Analyze the Information:**
There are multiple possible factors driving this shift, from economic influences to cultural shifts. It’s essential to isolate each factor and understand its impact.

*Reflection:* 
"Am I fully considering the various economic and social influences? Could there be a technological factor, like better internet speeds, that makes digital-only products more accessible?"

*Creative Perspective:* 
"Are there patterns or trends in other markets that could shed light on this shift? Could this be part of a larger trend toward virtual experiences?"

**2.3 Generate Hypotheses:**
1. Customers prefer digital options due to lower costs. (Confidence: 0.8, Creative: 0.4)
2. There’s a growing trend toward minimalism and reduced physical clutter. (Confidence: 0.7, Creative: 0.7)
3. Digital products offer greater flexibility and ease of use. (Confidence: 0.6, Creative: 0.6)
4. Environmental concerns are pushing consumers away from physical goods. (Confidence: 0.6, Creative: 0.8)
5. Advances in tech make digital-only options more functional. (Confidence: 0.8, Creative: 0.5)
6. Pandemic-era remote work increased demand for digital solutions. (Confidence: 0.7, Creative: 0.6)
7. Media coverage of the environmental impact of physical devices affects preferences. (Confidence: 0.5, Creative: 0.7)
8. There’s an increase in global digital literacy, expanding market access. (Confidence: 0.6, Creative: 0.6)
9. Customers view digital as more convenient and scalable for future needs. (Confidence: 0.7, Creative: 0.5)
10. Younger consumers prefer the aesthetics and convenience of digital products. (Confidence: 0.6, Creative: 0.6)

*Reflection:* 
"Have I considered all possible influences? Are there any surprising factors that could explain this shift?"

*Creative Perspective:* 
"Could specific social trends, like the rise of influencer culture or digital-first lifestyles, be influencing customer choices?"

**2.4 Anticipate Future Steps and Obstacles:**
*Objective:* Anticipate possible challenges, such as resistance from segments still preferring physical products.

*Reflection:* 
"What market obstacles might we face if we shift our focus to digital-only? Are there sub-segments that still prioritize physical products?"

*Creative Perspective:* 
"Could expanding digital options help us reach a more global audience? Are there emerging trends that we could leverage in our strategy?"

[end sys2]

[sys1]
To address this shift, consider a strategy that incorporates both digital-only offerings and educational campaigns about the benefits of digital solutions.
Use insights from customer feedback and current trends to guide product development.
Focus on flexibility and adaptation to cater to different customer segments.
[end sys1]


package com.github.xiaoymin.knife4j.jfinal.extensions;

import cn.hutool.core.util.StrUtil;
import com.fasterxml.jackson.databind.JavaType;
import com.fasterxml.jackson.databind.type.TypeFactory;
import com.github.xiaoymin.knife4j.jfinal.core.ReaderContext;
import com.google.common.base.Predicate;
import com.google.common.base.Splitter;
import com.google.common.collect.Collections2;
import io.swagger.annotations.*;
import io.swagger.converter.ModelConverters;
import io.swagger.models.*;
import io.swagger.models.parameters.*;
import io.swagger.models.properties.ArrayProperty;
import io.swagger.models.properties.MapProperty;
import io.swagger.models.properties.Property;
import io.swagger.models.properties.RefProperty;
import io.swagger.util.BaseReaderUtils;
import io.swagger.util.ParameterProcessor;
import io.swagger.util.PathUtils;
import io.swagger.util.ReflectionUtils;
import org.apache.commons.lang3.StringUtils;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import java.lang.annotation.Annotation;
import java.lang.reflect.Method;
import java.lang.reflect.Type;
import java.util.*;
import java.util.function.Function;

public class JFinalReaderExtension implements ReaderExtension {

    private static final Logger LOGGER = LoggerFactory.getLogger(JFinalReaderExtension.class);
    private static final String SUCCESSFUL_OPERATION = "successful operation";

    private static <T> List<T> parseAnnotationValues(String str, java.util.function.Function<String, T> processor) {
        final List<T> result = new ArrayList<>();
        for (String item : Splitter.on(",").trimResults().omitEmptyStrings().split(str)) {
            result.add(processor.apply(item));
        }
        return result;
    }

    private static List<String> parseStringValues(String str) {
        return parseAnnotationValues(str, new Function<String, String>() {
            @Override
            public String apply(String value) {
                return value;
            }
        });
    }

    private static List<Scheme> parseSchemes(String schemes) {
        final List<Scheme> result = new ArrayList<>();
        for (String item : StringUtils.trimToEmpty(schemes).split(",")) {
            final Scheme scheme = Scheme.forValue(StringUtils.trimToNull(item));
            if (scheme != null && !result.contains(scheme)) {
                result.add(scheme);
            }
        }
        return result;
    }

    private static List<SecurityRequirement> parseAuthorizations(Authorization[] authorizations) {
        final List<SecurityRequirement> result = new ArrayList<>();
        for (Authorization auth : authorizations) {
            if (StringUtils.isNotEmpty(auth.value())) {
                final SecurityRequirement security = new SecurityRequirement();
                security.setName(auth.value());
                for (AuthorizationScope scope : auth.scopes()) {
                    if (StringUtils.isNotEmpty(scope.scope())) {
                        security.addScope(scope.scope());
                    }
                }
                result.add(security);
            }
        }
        return result;
    }

    private static Map<String, Property> parseResponseHeaders(ReaderContext context, ResponseHeader[] headers) {
        Map<String, Property> responseHeaders = null;
        for (ResponseHeader header : headers) {
            final String name = header.name();
            if (StringUtils.isNotEmpty(name)) {
                if (responseHeaders == null) {
                    responseHeaders = new HashMap<>();
                }
                final Class<?> cls = header.response();
                if (!ReflectionUtils.isVoid(cls)) {
                    final Property property = ModelConverters.getInstance().readAsProperty(cls);
                    if (property != null) {
                        final Property responseProperty = ContainerWrapper.wrapContainer(header.responseContainer(),
                                property, ContainerWrapper.ARRAY, ContainerWrapper.LIST, ContainerWrapper.SET);
                        responseProperty.setDescription(header.description());
                        responseHeaders.put(name, responseProperty);
                        appendModels(context.getSwagger(), cls);
                    }
                }
            }
        }
        return responseHeaders;
    }

    private static void appendModels(Swagger swagger, Type type) {
        final Map<String, Model> models = ModelConverters.getInstance().readAll(type);
        for (Map.Entry<String, Model> entry : models.entrySet()) {
            swagger.model(entry.getKey(), entry.getValue());
        }
    }

    private static boolean isValidResponse(Type type) {
        final JavaType javaType = TypeFactory.defaultInstance().constructType(type);
        return !ReflectionUtils.isVoid(javaType);
    }

    private static Type getResponseType(Method method) {
        final ApiOperation apiOperation = ReflectionUtils.getAnnotation(method, ApiOperation.class);
        if (apiOperation != null && !ReflectionUtils.isVoid(apiOperation.response())) {
            return apiOperation.response();
        } else {
            return method.getGenericReturnType();
        }
    }

    private static String getResponseContainer(ApiOperation apiOperation) {
        return apiOperation == null ? null : StringUtils.defaultIfBlank(apiOperation.responseContainer(), null);
    }

    @Override
    public int getPriority() {
        return 0;
    }

    @Override
    public boolean isReadable(ReaderContext context) {
        final Api apiAnnotation = context.getCls().getAnnotation(Api.class);
        return apiAnnotation != null && (context.isReadHidden() || !apiAnnotation.hidden());
    }

    @Override
    public void applyConsumes(ReaderContext context, Operation operation, Method method) {
        final List<String> consumes = new ArrayList<>();
        final ApiOperation apiOperation = ReflectionUtils.getAnnotation(method, ApiOperation.class);

        if (apiOperation != null) {
            consumes.addAll(parseStringValues(apiOperation.consumes()));
        }

        if (consumes.isEmpty()) {
            final Api apiAnnotation = context.getCls().getAnnotation(Api.class);
            if (apiAnnotation != null) {
                consumes.addAll(parseStringValues(apiAnnotation.consumes()));
            }
            consumes.addAll(context.getParentConsumes());
        }

        for (String consume : consumes) {
            operation.consumes(consume);
        }
    }

    @Override
    public void applyProduces(ReaderContext context, Operation operation, Method method) {
        final List<String> produces = new ArrayList<>();
        final ApiOperation apiOperation = ReflectionUtils.getAnnotation(method, ApiOperation.class);

        if (apiOperation != null) {
            produces.addAll(parseStringValues(apiOperation.produces()));
        }

        if (produces.isEmpty()) {
            final Api apiAnnotation = context.getCls().getAnnotation(Api.class);
            if (apiAnnotation != null) {
                produces.addAll(parseStringValues(apiAnnotation.produces()));
            }
            produces.addAll(context.getParentProduces());
        }

        for (String produce : produces) {
            operation.produces(produce);
        }
    }

    @Override
    public String getHttpMethod(ReaderContext context, Method method) {
        final ApiOperation apiOperation = ReflectionUtils.getAnnotation(method, ApiOperation.class);
        return apiOperation == null || StringUtils.isEmpty(apiOperation.httpMethod()) ?
                context.getParentHttpMethod() : apiOperation.httpMethod();
    }

    @Override
    public String getPath(ReaderContext context, Method method) {
        final Api apiAnnotation = context.getCls().getAnnotation(Api.class);
        final ApiOperation apiOperation = ReflectionUtils.getAnnotation(method, ApiOperation.class);
        final String operationPath = apiOperation == null ? null : apiOperation.nickname();
        return PathUtils.collectPath(context.getParentPath(),
                apiAnnotation == null ? null : apiAnnotation.value(),
                StringUtils.isBlank(operationPath) ? method.getName() : operationPath);
    }

    @Override
    public void applyOperationId(Operation operation, Method method) {
        final ApiOperation apiOperation = ReflectionUtils.getAnnotation(method, ApiOperation.class);
        if (apiOperation != null && StringUtils.isNotBlank(apiOperation.nickname())) {
            operation.operationId(apiOperation.nickname());
        } else {
            operation.operationId(method.getName());
        }
    }

    @Override
    public void applySummary(Operation operation, Method method) {
        final ApiOperation apiOperation = ReflectionUtils.getAnnotation(method, ApiOperation.class);
        if (apiOperation != null && StringUtils.isNotBlank(apiOperation.value())) {
            operation.summary(apiOperation.value());
        }
    }

    @Override
    public void applyDescription(Operation operation, Method method) {
        final ApiOperation apiOperation = ReflectionUtils.getAnnotation(method, ApiOperation.class);
        if (apiOperation != null && StringUtils.isNotBlank(apiOperation.notes())) {
            operation.description(apiOperation.notes());
        }
    }

    @Override
    public void applySchemes(ReaderContext context, Operation operation, Method method) {
        final List<Scheme> schemes = new ArrayList<>();
        final ApiOperation apiOperation = ReflectionUtils.getAnnotation(method, ApiOperation.class);
        final Api apiAnnotation = context.getCls().getAnnotation(Api.class);

        if (apiOperation != null) {
            schemes.addAll(parseSchemes(apiOperation.protocols()));
        }

        if (schemes.isEmpty() && apiAnnotation != null) {
            schemes.addAll(parseSchemes(apiAnnotation.protocols()));
        }

        for (Scheme scheme : schemes) {
            operation.scheme(scheme);
        }
    }

    @Override
    public void setDeprecated(Operation operation, Method method) {
        if (ReflectionUtils.getAnnotation(method, Deprecated.class) != null) {
            operation.deprecated(true);
        }
    }

    @Override
    public void applySecurityRequirements(ReaderContext context, Operation operation, Method method) {
        final List<SecurityRequirement> securityRequirements = new ArrayList<SecurityRequirement>();
        final ApiOperation apiOperation = ReflectionUtils.getAnnotation(method, ApiOperation.class);
        final Api apiAnnotation = context.getCls().getAnnotation(Api.class);

        if (apiOperation != null) {
            securityRequirements.addAll(parseAuthorizations(apiOperation.authorizations()));
        }

        if (securityRequirements.isEmpty() && apiAnnotation != null) {
            securityRequirements.addAll(parseAuthorizations(apiAnnotation.authorizations()));
        }

        for (SecurityRequirement securityRequirement : securityRequirements) {
            operation.security(securityRequirement);
        }
    }

    @Override
    public void applyTags(ReaderContext context, Operation operation, Method method) {
        final List<String> tags = new ArrayList<>();

        final Api apiAnnotation = context.getCls().getAnnotation(Api.class);
        Predicate predicate = new Predicate<String>() {
            @Override
            public boolean apply(String input) {
                return StringUtils.isNotBlank(input);
            }

            public boolean test(String input) {
                return apply(input);
            }
        };
        if (apiAnnotation != null) {
            tags.addAll(Collections2.filter(Arrays.asList(apiAnnotation.tags()), predicate));
        }
        tags.addAll(context.getParentTags());

        final ApiOperation apiOperation = ReflectionUtils.getAnnotation(method, ApiOperation.class);
        if (apiOperation != null) {
            tags.addAll(Collections2.filter(Arrays.asList(apiOperation.tags()), predicate));
        }

        for (String tag : tags) {
            operation.tag(tag);
        }
    }

    @Override
    public void applyResponses(ReaderContext context, Operation operation, Method method) {
        final Map<Integer, Response> result = new HashMap<>();

        final ApiOperation apiOperation = ReflectionUtils.getAnnotation(method, ApiOperation.class);
        if (apiOperation != null && StringUtils.isNotBlank(apiOperation.responseReference())) {
            final Response response = new Response().description(SUCCESSFUL_OPERATION);
            response.schema(new RefProperty(apiOperation.responseReference()));
            result.put(apiOperation.code(), response);
        }

        final Type responseType = getResponseType(method);
        if (isValidResponse(responseType)) {
            final Property property = ModelConverters.getInstance().readAsProperty(responseType);
            if (property != null) {
                final Property responseProperty = ContainerWrapper.wrapContainer(getResponseContainer(apiOperation), property);
                final int responseCode = apiOperation == null ? 200 : apiOperation.code();
                final Map<String, Property> defaultResponseHeaders = apiOperation == null ?
                        Collections.<String, Property>emptyMap() :
                        parseResponseHeaders(context, apiOperation.responseHeaders());
                final Response response = new Response()
                        .description(SUCCESSFUL_OPERATION)
                        .schema(responseProperty)
                        .headers(defaultResponseHeaders);
                result.put(responseCode, response);
                appendModels(context.getSwagger(), responseType);
            }
        }

        final ApiResponses responseAnnotation = ReflectionUtils.getAnnotation(method, ApiResponses.class);
        if (responseAnnotation != null) {
            for (ApiResponse apiResponse : responseAnnotation.value()) {
                final Map<String, Property> responseHeaders = parseResponseHeaders(context, apiResponse.responseHeaders());

                final Response response = new Response()
                        .description(apiResponse.message())
                        .headers(responseHeaders);

                if (StringUtils.isNotEmpty(apiResponse.reference())) {
                    response.schema(new RefProperty(apiResponse.reference()));
                } else if (!ReflectionUtils.isVoid(apiResponse.response())) {
                    final Type type = apiResponse.response();
                    final Property property = ModelConverters.getInstance().readAsProperty(type);
                    if (property != null) {
                        response.schema(ContainerWrapper.wrapContainer(apiResponse.responseContainer(), property));
                        appendModels(context.getSwagger(), type);
                    }
                }
                result.put(apiResponse.code(), response);
            }
        }

        for (Map.Entry<Integer, Response> responseEntry : result.entrySet()) {
            if (responseEntry.getKey() == 0) {
                operation.defaultResponse(responseEntry.getValue());
            } else {
                operation.response(responseEntry.getKey(), responseEntry.getValue());
            }
        }
    }

    @Override
    public void applyParameters(ReaderContext context, Operation operation, Type type, Annotation[] annotations) {

    }

    @Override
    public void applyImplicitParameters(ReaderContext context, Operation operation, Method method) {
        final ApiImplicitParams implicitParams = ReflectionUtils.getAnnotation(method, ApiImplicitParams.class);
        if (implicitParams != null && implicitParams.value().length > 0) {
            for (ApiImplicitParam param : implicitParams.value()) {
                final Parameter p = readImplicitParam(context.getSwagger(), param);
                if (p != null) {
                    operation.parameter(p);
                }
            }
        }
    }

    @Override
    public void applyExtensions(ReaderContext context, Operation operation, Method method) {
        final ApiOperation apiOperation = ReflectionUtils.getAnnotation(method, ApiOperation.class );
        if( apiOperation != null ) {
            operation.getVendorExtensions().putAll(BaseReaderUtils.parseExtensions(apiOperation.extensions()));
        }
    }

    private Parameter readImplicitParam(Swagger swagger, ApiImplicitParam param) {
        final Parameter p = ParameterFactory.createParam(StrUtil.blankToDefault(param.paramType(),ParameterFactory.QUERY.paramType));
        if (p == null) {
            return null;
        }
        final Type type = ReflectionUtils.typeFromString(StrUtil.blankToDefault(param.dataType(),"java.lang.String"));
        return ParameterProcessor.applyAnnotations(swagger, p, type == null ? String.class : type,
                Collections.<Annotation>singletonList(param));
    }

    enum ParameterFactory {
        PATH("path") {
            @Override
            protected Parameter create() {
                return new PathParameter();
            }
        },
        QUERY("query") {
            @Override
            protected Parameter create() {
                return new QueryParameter();
            }
        },
        FORM("form") {
            @Override
            protected Parameter create() {
                return new FormParameter();
            }
        },
        FORM_DATA("formData") {
            @Override
            protected Parameter create() {
                return new FormParameter();
            }
        },
        HEADER("header") {
            @Override
            protected Parameter create() {
                return new HeaderParameter();
            }
        },
        BODY("body") {
            @Override
            protected Parameter create() {
                return new BodyParameter();
            }
        };

        private final String paramType;

        ParameterFactory(String paramType) {
            this.paramType = paramType;
        }

        public static Parameter createParam(String paramType) {
            for (ParameterFactory item : values()) {
                if (item.paramType.equalsIgnoreCase(paramType)) {
                    return item.create();
                }
            }
            LOGGER.warn("Unknown implicit parameter type: [" + paramType + "]");
            return null;
        }

        protected abstract Parameter create();
    }

    enum ContainerWrapper {
        LIST("list") {
            @Override
            protected Property doWrap(Property property) {
                return new ArrayProperty(property);
            }
        },
        ARRAY("array") {
            @Override
            protected Property doWrap(Property property) {
                return new ArrayProperty(property);
            }
        },
        MAP("map") {
            @Override
            protected Property doWrap(Property property) {
                return new MapProperty(property);
            }
        },
        SET("set") {
            @Override
            protected Property doWrap(Property property) {
                ArrayProperty arrayProperty = new ArrayProperty(property);
                arrayProperty.setUniqueItems(true);
                return arrayProperty;
            }
        };

        private final String container;

        ContainerWrapper(String container) {
            this.container = container;
        }

        public static Property wrapContainer(String container, Property property, ContainerWrapper... allowed) {
            final Set<ContainerWrapper> tmp = allowed.length > 0 ? EnumSet.copyOf(Arrays.asList(allowed)) : EnumSet.allOf(ContainerWrapper.class);
            for (ContainerWrapper wrapper : tmp) {
                final Property prop = wrapper.wrap(container, property);
                if (prop != null) {
                    return prop;
                }
            }
            return property;
        }

        public Property wrap(String container, Property property) {
            if (this.container.equalsIgnoreCase(container)) {
                return doWrap(property);
            }
            return null;
        }

        protected abstract Property doWrap(Property property);
    }

}