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 sqlite.feature.globaltypeadapters.model1;

import androidx.sqlite.db.SupportSQLiteDatabase;
import com.abubusoft.kripton.android.KriptonLibrary;
import com.abubusoft.kripton.android.Logger;
import com.abubusoft.kripton.android.sqlite.AbstractDataSource;
import com.abubusoft.kripton.android.sqlite.DataSourceOptions;
import com.abubusoft.kripton.android.sqlite.SQLContext;
import com.abubusoft.kripton.android.sqlite.SQLContextInSessionImpl;
import com.abubusoft.kripton.android.sqlite.SQLiteTable;
import com.abubusoft.kripton.android.sqlite.SQLiteUpdateTask;
import com.abubusoft.kripton.android.sqlite.SQLiteUpdateTaskHelper;
import com.abubusoft.kripton.android.sqlite.TransactionResult;
import com.abubusoft.kripton.common.Pair;
import com.abubusoft.kripton.exception.KriptonRuntimeException;
import java.util.List;
import java.util.concurrent.Callable;
import java.util.concurrent.Future;
import sqlite.feature.globaltypeadapters.DaoPersonImpl;
import sqlite.feature.globaltypeadapters.PersonTable;

/**
 * <p>
 * Implementation of the Person1DataSource datasource.
 * This class expose database interface through Dao attribute.
 * </p>
 *
 * @see Person1DataSource
 * @see BindPerson1DaoFactory
 * @see sqlite.feature.globaltypeadapters.DaoPerson
 * @see DaoPersonImpl
 * @see Person
 */
public class BindPerson1DataSource extends AbstractDataSource implements BindPerson1DaoFactory, Person1DataSource {
  /**
   * <p>datasource singleton</p>
   */
  static volatile BindPerson1DataSource instance;

  /**
   * <p>Mutex to manage multithread access to instance</p>
   */
  private static final Object mutex = new Object();

  /**
   * Unique identifier for Dao DaoPerson
   */
  public static final int DAO_PERSON_UID = 0;

  /**
   * List of tables compose datasource
   */
  static final SQLiteTable[] TABLES = {new PersonTable()};

  /**
   * <p>dao instance</p>
   */
  protected DaoPersonImpl daoPerson = new DaoPersonImpl(this);

  /**
   * Used only in transactions (that can be executed one for time
   */
  protected DataSourceSingleThread _daoFactorySingleThread = new DataSourceSingleThread();

  protected BindPerson1DataSource(DataSourceOptions options) {
    super("person.db", 1, options);
  }

  @Override
  public DaoPersonImpl getDaoPerson() {
    return daoPerson;
  }

  /**
   * <p>Executes a transaction. This method <strong>is thread safe</strong> to avoid concurrent problems. The drawback is only one transaction at time can be executed. The database will be open in write mode. This method uses default error listener to intercept errors.</p>
   *
   * @param transaction
   * 	transaction to execute
   * @return <code>true</code> if transaction successful finished
   */
  public boolean execute(Transaction transaction) {
    return execute(transaction, onErrorListener);
  }

  /**
   * <p>Executes a transaction. This method <strong>is thread safe</strong> to avoid concurrent problems. The drawback is only one transaction at time can be executed. The database will be open in write mode.</p>
   *
   * @param transaction
   * 	transaction to execute
   * @param onErrorListener
   * 	error listener
   * @return <code>true</code> if transaction successful finished
   */
  public boolean execute(Transaction transaction,
      AbstractDataSource.OnErrorListener onErrorListener) {
    // open database in thread safe mode
    Pair<Boolean, SupportSQLiteDatabase> _status=openDatabaseThreadSafeMode(true);
    boolean success=false;
    SupportSQLiteDatabase connection=_status.value1;
    DataSourceSingleThread currentDaoFactory=_daoFactorySingleThread.bindToThread();
    currentDaoFactory.onSessionOpened();
    try {
      connection.beginTransaction();
      if (transaction!=null && TransactionResult.COMMIT == transaction.onExecute(currentDaoFactory)) {
        connection.setTransactionSuccessful();
        success=true;
      }
    } catch(Throwable e) {
      Logger.error(e.getMessage());
      e.printStackTrace();
      if (onErrorListener!=null) onErrorListener.onError(e);
    } finally {
      try {
        connection.endTransaction();
      } catch (Throwable e) {
        Logger.warn("error closing transaction %s", e.getMessage());
      }
      // close database in thread safe mode
      closeThreadSafeMode(_status);
      if (success) { currentDaoFactory.onSessionClosed(); } else { currentDaoFactory.onSessionClear(); }
    }
    return success;
  }

  /**
   * <p>Executes a transaction in async mode. This method <strong>is thread safe</strong> to avoid concurrent problems. The drawback is only one transaction at time can be executed. The database will be open in write mode. This method uses default error listener to intercept errors.</p>
   *
   * @param transaction
   * 	transaction to execute
   * @param onErrorListener
   * 	listener for errors
   * @return <code>true</code> when transaction successful finished
   */
  public Future<Boolean> executeAsync(final Transaction transaction,
      final AbstractDataSource.OnErrorListener onErrorListener) {
    return KriptonLibrary.getExecutorService().submit(new Callable<Boolean>() {
      @Override
      public Boolean call() throws Exception {
        return execute(transaction, onErrorListener);
      }
    });
  }

  /**
   * <p>Executes a transaction in async mode. This method <strong>is thread safe</strong> to avoid concurrent problems. The drawback is only one transaction at time can be executed. The database will be open in write mode. This method uses default error listener to intercept errors.</p>
   *
   * @param transaction
   * 	transaction to execute
   * @return <code>true</code> when transaction successful finished
   */
  public Future<Boolean> executeAsync(final Transaction transaction) {
    return KriptonLibrary.getExecutorService().submit(new Callable<Boolean>() {
      @Override
      public Boolean call() throws Exception {
        return execute(transaction, onErrorListener);
      }
    });
  }

  /**
   * <p>Executes a batch command in async mode. This method <strong>is thread safe</strong> to avoid concurrent problems. The drawback is only one transaction at time can be executed. The database will be open in write mode. This method uses default error listener to intercept errors.</p>
   *
   * @param commands
   * 	commands to execute
   * @param writeMode
   * 	rue if you need to writeable connection
   * @return <code>true</code> when transaction successful finished
   */
  public <T> Future<T> executeBatchAsync(final Batch<T> commands, final boolean writeMode) {
    return KriptonLibrary.getExecutorService().submit(new Callable<T>() {
      @Override
      public T call() throws Exception {
        return executeBatch(commands, writeMode);
      }
    });
  }

  /**
   * <p>Executes a batch command in async mode. This method <strong>is thread safe</strong> to avoid concurrent problems. The drawback is only one transaction at time can be executed. The database will be open in write mode. This method uses default error listener to intercept errors.</p>
   *
   * @param commands
   * 	commands to execute
   * @return <code>true</code> when transaction successful finished
   */
  public <T> Future<T> executeBatchAsync(final Batch<T> commands) {
    return KriptonLibrary.getExecutorService().submit(new Callable<T>() {
      @Override
      public T call() throws Exception {
        return executeBatch(commands, false);
      }
    });
  }

  /**
   * <p>Executes a batch opening a read only connection. This method <strong>is thread safe</strong> to avoid concurrent problems.</p>
   *
   * @param commands
   * 	batch to execute
   */
  public <T> T executeBatch(Batch<T> commands) {
    return executeBatch(commands, false);
  }

  /**
   * <p>Executes a batch. This method <strong>is thread safe</strong> to avoid concurrent problems. The drawback is only one transaction at time can be executed. if <code>writeMode</code> is set to false, multiple batch operations is allowed.</p>
   *
   * @param commands
   * 	batch to execute
   * @param writeMode
   * 	true to open connection in write mode, false to open connection in read only mode
   */
  public <T> T executeBatch(Batch<T> commands, boolean writeMode) {
    // open database in thread safe mode
    Pair<Boolean, SupportSQLiteDatabase> _status=openDatabaseThreadSafeMode(writeMode);
    DataSourceSingleThread currentDaoFactory=new DataSourceSingleThread();
    currentDaoFactory.onSessionOpened();
    try {
      if (commands!=null) {
        return commands.onExecute(currentDaoFactory);
      }
    } catch(Throwable e) {
      Logger.error(e.getMessage());
      e.printStackTrace();
      throw(e);
    } finally {
      // close database in thread safe mode
      closeThreadSafeMode(_status);
      currentDaoFactory.onSessionClosed();
    }
    return null;
  }

  /**
   * <p>Retrieve instance.</p>
   */
  public static BindPerson1DataSource getInstance() {
    BindPerson1DataSource result=instance;
    if (result==null) {
      synchronized(mutex) {
        result=instance;
        if (result==null) {
          DataSourceOptions options=DataSourceOptions.builder()
          	.inMemory(false)
          	.log(true)
          	.build();
          instance=result=new BindPerson1DataSource(options);
          try {
            instance.openWritableDatabase();
            instance.close();
          } catch(Throwable e) {
            Logger.error(e.getMessage());
            e.printStackTrace();
          }
        }
      }
    }
    return result;
  }

  /**
   * Retrieve data source instance and open it.
   * @return opened dataSource instance.
   */
  public static BindPerson1DataSource open() {
    BindPerson1DataSource instance=getInstance();
    instance.openWritableDatabase();
    return instance;
  }

  /**
   * Retrieve data source instance and open it in read only mode.
   * @return opened dataSource instance.
   */
  public static BindPerson1DataSource openReadOnly() {
    BindPerson1DataSource instance=getInstance();
    instance.openReadOnlyDatabase();
    return instance;
  }

  /**
   * onCreate
   */
  @Override
  protected void onCreate(SupportSQLiteDatabase database) {
    // generate tables
    // log section create BEGIN
    if (this.logEnabled) {
      if (options.inMemory) {
        Logger.info("Create database in memory");
      } else {
        Logger.info("Create database '%s' version %s",this.name, this.version);
      }
    }
    // log section create END
    // log section create BEGIN
    if (this.logEnabled) {
      Logger.info("DDL: %s",PersonTable.CREATE_TABLE_SQL);
    }
    // log section create END
    database.execSQL(PersonTable.CREATE_TABLE_SQL);
    if (options.databaseLifecycleHandler != null) {
      options.databaseLifecycleHandler.onCreate(database);
    }
    justCreated=true;
  }

  /**
   * onUpgrade
   */
  @Override
  protected void onUpgrade(SupportSQLiteDatabase database, int previousVersion,
      int currentVersion) {
    // log section BEGIN
    if (this.logEnabled) {
      Logger.info("Update database '%s' from version %s to version %s",this.name, previousVersion, currentVersion);
    }
    // log section END
    // if we have a list of update task, try to execute them
    if (options.updateTasks != null) {
      List<SQLiteUpdateTask> tasks = buildTaskList(previousVersion, currentVersion);
      for (SQLiteUpdateTask task : tasks) {
        // log section BEGIN
        if (this.logEnabled) {
          Logger.info("Begin update database from version %s to %s", previousVersion, previousVersion+1);
        }
        // log section END
        task.execute(database, previousVersion, previousVersion+1);
        // log section BEGIN
        if (this.logEnabled) {
          Logger.info("End update database from version %s to %s", previousVersion, previousVersion+1);
        }
        // log section END
        previousVersion++;
      }
    } else {
      // drop all tables
      SQLiteUpdateTaskHelper.dropTablesAndIndices(database);

      // generate tables
      // log section BEGIN
      if (this.logEnabled) {
        Logger.info("DDL: %s",PersonTable.CREATE_TABLE_SQL);
      }
      // log section END
      database.execSQL(PersonTable.CREATE_TABLE_SQL);
    }
    if (options.databaseLifecycleHandler != null) {
      options.databaseLifecycleHandler.onUpdate(database, previousVersion, currentVersion, true);
    }
  }

  /**
   * Returns <code>true</code> if database needs foreign keys.
   */
  @Override
  public boolean hasForeignKeys() {
    return false;
  }

  public void clearCompiledStatements() {
    DaoPersonImpl.clearCompiledStatements();
  }

  /**
   * <p>Build instance. This method can be used only one time, on the application start.</p>
   */
  public static BindPerson1DataSource build(DataSourceOptions options) {
    if (options.forceBuild && instance!=null) {
      Logger.info("Datasource BindPerson1DataSource is forced to be (re)builded");
      instance=null;
    }
    BindPerson1DataSource result=instance;
    if (result==null) {
      synchronized(mutex) {
        result=instance;
        if (result==null) {
          instance=result=new BindPerson1DataSource(options);
          try {
            instance.openWritableDatabase();
            instance.close();
            // force database DDL run
            if (options.populator!=null && instance.justCreated) {
              // run populator only a time
              instance.justCreated=false;
              // run populator
              options.populator.execute();
            }
          } catch(Throwable e) {
            Logger.error(e.getMessage());
            e.printStackTrace();
          }
        } else {
          throw new KriptonRuntimeException("Datasource BindPerson1DataSource is already builded");
        }
      }
    } else {
      throw new KriptonRuntimeException("Datasource BindPerson1DataSource is already builded");
    }
    Logger.info("Datasource BindPerson1DataSource is created");
    return result;
  }

  /**
   * List of tables compose datasource:
   */
  public static SQLiteTable[] getTables() {
    return TABLES;
  }

  /**
   * Rapresents transational operation.
   */
  public interface Transaction extends AbstractDataSource.AbstractExecutable<BindPerson1DaoFactory> {
    /**
     * Execute transation. Method need to return {@link TransactionResult#COMMIT} to commit results
     * or {@link TransactionResult#ROLLBACK} to rollback.
     * If exception is thrown, a rollback will be done.
     *
     * @param daoFactory
     * @return
     * @throws Throwable
     */
    TransactionResult onExecute(BindPerson1DaoFactory daoFactory);
  }

  /**
   * Rapresents batch operation.
   */
  public interface Batch<T> {
    /**
     * Execute batch operations.
     *
     * @param daoFactory
     * @throws Throwable
     */
    T onExecute(BindPerson1DaoFactory daoFactory);
  }

  class DataSourceSingleThread implements BindPerson1DaoFactory {
    private SQLContextInSessionImpl _context;

    protected DaoPersonImpl _daoPerson;

    DataSourceSingleThread() {
      _context=new SQLContextInSessionImpl(BindPerson1DataSource.this);
    }

    /**
     *
     * retrieve dao DaoPerson
     */
    public DaoPersonImpl getDaoPerson() {
      if (_daoPerson==null) {
        _daoPerson=new DaoPersonImpl(this);
      }
      return _daoPerson;
    }

    @Override
    public SQLContext getContext() {
      return _context;
    }

    protected void onSessionOpened() {
    }

    protected void onSessionClear() {
    }

    protected void onSessionClosed() {
    }

    public DataSourceSingleThread bindToThread() {
      return this;
    }
  }
}