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 rocks.inspectit.ui.rcp.formatter;

import java.text.DateFormat;
import java.text.DecimalFormat;
import java.text.SimpleDateFormat;
import java.util.Date;
import java.util.Locale;
import java.util.concurrent.TimeUnit;

/**
 * This class is for formatting some output.
 *
 * @author Eduard Tudenhoefner
 *
 */
public final class NumberFormatter {

	/**
	 * Abbreviation character for the decimal metric unit.
	 */
	private static final String[] BINARY_METRIC_UNITS = { "", "Ki", "Mi", "Gi", "Ti", "Pi", "Ei" };

	/**
	 * Formats a decimal number with the specific pattern.
	 */
	private static DecimalFormat decFormat = new DecimalFormat("###0.##");

	/**
	 * Formats a decimal number and returns it in milliseconds format.
	 */
	private static DecimalFormat millisFormat = new DecimalFormat("0.00");

	/**
	 * Formats a decimal number and returns it in nanoseconds format.
	 */
	private static DecimalFormat nanosFormat = new DecimalFormat("0.00");

	/**
	 * Formats a decimal number with the specified pattern.
	 */
	private static DecimalFormat cpuFormat = new DecimalFormat("#.##");

	/**
	 * Formats a decimal number with the specified pattern.
	 */
	private static DecimalFormat intFormat = new DecimalFormat("###");

	/**
	 * Formats a decimal number with the specified pattern.
	 */
	private static DecimalFormat doubleFormat = new DecimalFormat("0.000");

	/**
	 * Formats a decimal number without the specified pattern.
	 */
	private static DecimalFormat doubleUnspecificFormat = new DecimalFormat();

	/**
	 * Formats a date/time value with the specified pattern.
	 */
	private static DateFormat dateMillisFormat = new SimpleDateFormat("dd.MM.yyyy HH:mm:ss.SSS");

	/**
	 * Formats a date/time value with the specified pattern.
	 */
	private static DateFormat dateFormat = new SimpleDateFormat("dd.MM.yyyy HH:mm:ss");

	static {
		doubleUnspecificFormat.setGroupingSize(0);
	}

	/**
	 * The default private constructor.
	 */
	private NumberFormatter() {
	}

	/**
	 * Converts time in milliseconds to a <code>String</code> in the format HH:mm:ss.
	 *
	 * @param time
	 *            the time in milliseconds.
	 * @return a <code>String</code> representing the time in the format HH:mm:ss.
	 */
	public static String millisecondsToString(long time) {
		int seconds = (int) ((time / 1000) % 60);
		int minutes = (int) ((time / 60000) % 60);
		int hours = (int) ((time / 3600000) % 24);
		int days = (int) ((time / 3600000) / 24);

		StringBuilder builder = new StringBuilder();
		builder.append(days);
		builder.append("d ");
		builder.append(hours);
		builder.append("h ");
		builder.append(minutes);
		builder.append("m ");
		builder.append(seconds);
		builder.append('s');

		return builder.toString();
	}

	/**
	 * Formats the time to a String value with milliseconds.
	 *
	 * @param time
	 *            The time as long value.
	 * @return The formatted string.
	 */
	public static String formatTimeWithMillis(long time) {
		return formatTimeWithMillis(new Date(time));
	}

	/**
	 * Formats the time to a String value with milliseconds.
	 *
	 * @param date
	 *            The date to format.
	 * @return The formatted string.
	 */
	public static String formatTimeWithMillis(Date date) {
		synchronized (dateMillisFormat) {
			return dateMillisFormat.format(date);
		}
	}

	/**
	 * Formats the time to a String value.
	 *
	 * @param time
	 *            The time as long value.
	 * @return The formatted string.
	 */
	public static String formatTime(long time) {
		return formatTime(new Date(time));
	}

	/**
	 * Formats the time to a String value.
	 *
	 * @param date
	 *            The date to format.
	 * @return The formatted string.
	 */
	public static String formatTime(Date date) {
		synchronized (dateFormat) {
			return dateFormat.format(date);
		}
	}

	/**
	 * Formats nanoseconds to seconds.
	 *
	 * @param time
	 *            The time as long value.
	 * @return A formatted string.
	 */
	public static String formatNanosToSeconds(long time) {
		double sec = time / 1000000000d;
		return nanosFormat.format(sec) + " s";
	}

	/**
	 * Formats milliseconds to seconds.
	 *
	 * @param time
	 *            The time as long value.
	 * @return A formatted string.
	 */
	public static String formatMillisToSeconds(long time) {
		double sec = time / 1000d;
		return millisFormat.format(sec) + " s";
	}

	/**
	 * Formats bytes to kiloBytes.
	 *
	 * @param bytes
	 *            The bytes to format.
	 * @return A formatted string.
	 */
	public static String formatBytesToKBytes(long bytes) {
		return decFormat.format((double) bytes / 1024) + " Kb";
	}

	/**
	 * Formats bytes to megaBytes.
	 *
	 * @param bytes
	 *            The bytes to format.
	 * @return A formatted string.
	 */
	public static String formatBytesToMBytes(long bytes) {
		return decFormat.format((double) bytes / (1024 * 1024)) + " Mb";
	}

	/**
	 * Adds a %-sign to a floating number. For example: input = 12 / output = 12 %.
	 *
	 * @param percent
	 *            The value to format.
	 * @return The formatted string.
	 */
	public static String formatCpuPercent(float percent) {
		return cpuFormat.format(percent) + " %";
	}

	/**
	 * Formats an integer value. For example: input = 1234567 / output = 1,234,567.
	 *
	 * @param number
	 *            The value to format.
	 * @return The formatted String.
	 */
	public static String formatInteger(int number) {
		return intFormat.format(number);
	}

	/**
	 * Formats a long value. For example: input = 1234567 / output = 1,234,567.
	 *
	 * @param number
	 *            The value to format.
	 * @return The formatted string.
	 */
	public static String formatLong(long number) {
		return intFormat.format(number);
	}

	/**
	 * Formats a double value. For example: input = 123545.9876543 / output = 123545.987.
	 *
	 * @param number
	 *            The value to format.
	 * @return The formatted string.
	 */
	public static String formatDouble(double number) {
		return doubleFormat.format(number);
	}

	/**
	 * Formats a double value based on the number of decimal places.
	 *
	 * @param number
	 *            The value to format.
	 * @param decimalPlaces
	 *            Number of decimal places.
	 * @return The formatted string.
	 */
	public static String formatDouble(double number, int decimalPlaces) {
		doubleUnspecificFormat.setMaximumFractionDigits(decimalPlaces);
		doubleUnspecificFormat.setMinimumFractionDigits(decimalPlaces);
		return doubleUnspecificFormat.format(number);
	}

	/**
	 * Returns the human readable bytes number with one decimal place.
	 *
	 * @param bytes
	 *            Bytes to transform.
	 * @return Human readable string.
	 */
	public static String humanReadableByteCount(long bytes) {
		return humanReadableByteCount(bytes, 1);
	}

	/**
	 * Returns the human readable bytes number with the specified amount of decimal places.
	 * <p>
	 * <b>IMPORTANT:</b> The method code is based on <a href=
	 * "http://stackoverflow.com/questions/3758606/how-to-convert-byte-size-into-human-readable-format-in-java"
	 * >stackoverflow</a>. Original author is aioobe. License info can be found
	 * <a href="http://creativecommons.org/licenses/by-sa/3.0/">here</a>.
	 *
	 * @param bytes
	 *            Bytes to transform.
	 * @param decimalPlaces
	 *            Amount of decimal places.
	 * @return Human readable string.
	 */
	public static String humanReadableByteCount(long bytes, int decimalPlaces) {
		if (bytes < 1024L) {
			return bytes + " B";
		}

		int sizeIndex = (int) (Math.log(bytes) / Math.log(1024D));
		double value = bytes / Math.pow(1024D, sizeIndex);

		return String.format(Locale.US, "%." + decimalPlaces + "f %sB", value, BINARY_METRIC_UNITS[sizeIndex]);
	}

	/**
	 * Returns the human readable millis count.
	 *
	 * If <b>shortDescription</b> is <code>true</code> then the format will be: x
	 * days/hours/minutes/seconds depending on the time. Meaning if more than day has passed only 1
	 * day will be returned. Otherwise if between 23-24 hours passed, 23 hours will be returned.
	 *
	 * If <b>shortDescrption</b> is <code>false</code> then the the returned format is xd, xh, xm,
	 * xs.. Not that if any unit is 0 it won't be printed.
	 *
	 * @param millis
	 *            Number of milliseconds.
	 * @param shortDescription
	 *            Short or long description.
	 * @return Formated string.
	 */
	public static String humanReadableMillisCount(long millis, boolean shortDescription) {
		StringBuilder stringBuilder = new StringBuilder();
		boolean started = false;

		long days = TimeUnit.MILLISECONDS.toDays(millis);
		if (days > 0) {
			if (shortDescription) {
				return days + " day" + (days > 1 ? "s" : "");
			}
			stringBuilder.append(String.format("%dd", days));
			started = true;
		}

		long hours = TimeUnit.MILLISECONDS.toHours(millis) - TimeUnit.DAYS.toHours(TimeUnit.MILLISECONDS.toDays(millis));
		if (started) {
			stringBuilder.append(String.format(" %dh", hours));
		} else if (hours > 0) {
			if (shortDescription) {
				return hours + " hour" + (hours > 1 ? "s" : "");
			}
			stringBuilder.append(String.format("%dh", hours));
			started = true;
		}

		long min = TimeUnit.MILLISECONDS.toMinutes(millis) - TimeUnit.HOURS.toMinutes(TimeUnit.MILLISECONDS.toHours(millis));
		if (started) {
			stringBuilder.append(String.format(" %dm", min));
		} else if (min > 0) {
			if (shortDescription) {
				return min + " minute" + (min > 1 ? "s" : "");
			}
			stringBuilder.append(String.format("%dm", min));
			started = true;
		}

		long sec = TimeUnit.MILLISECONDS.toSeconds(millis) - TimeUnit.MINUTES.toSeconds(TimeUnit.MILLISECONDS.toMinutes(millis));
		if (started) {
			stringBuilder.append(String.format(" %ds", sec));
		} else if (sec > 0) {
			if (shortDescription) {
				return sec + " second" + (sec > 1 ? "s" : "");
			}
			stringBuilder.append(String.format("%ds", sec));
			started = true;
		}

		return stringBuilder.toString();
	}

	/**
	 * Converts a double into a percentage string. For example: input = 0.1525 / output = 15.25 %
	 *
	 * @param percentage
	 *            the percentage value
	 * @return The formatted string
	 */
	public static String formatDoubleToPercent(double percentage) {
		return doubleFormat.format(percentage * 100D) + " %";
	}

}