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question:// Java Program to implement merge sort using // multi-threading import java.lang.System; import java.util.ArrayList; import java.util.Arrays; import java.util.Random; class MergeSort{ // Assuming system has 4 logical processors private static final int MAX_THREADS = 4; // Custom Thread class with constructors private static class SortThreads extends Thread{ SortThreads(Integer[] array, int begin, int end){ super(()->{ MergeSort.mergeSort(array, begin, end); }); this.start(); } } // Perform Threaded merge sort public static void threadedSort(Integer[] array){ // For performance - get current time in millis before starting long time = System.currentTimeMillis(); final int length = array.length; // Workload per thread (chunk_of_data) = total_elements/core_count // if the no of elements exactly go into no of available threads, // then divide work equally, // else if some remainder is present, then assume we have (actual_threads-1) available workers // and assign the remaining elements to be worked upon by the remaining 1 actual thread. boolean exact = length%MAX_THREADS == 0; int maxlim = exact? length/MAX_THREADS: length/(MAX_THREADS-1); // if workload is less and no more than 1 thread is required for work, then assign all to 1 thread maxlim = maxlim < MAX_THREADS? MAX_THREADS : maxlim; // To keep track of threads final ArrayList<SortThreads> threads = new ArrayList<>(); // Since each thread is independent to work on its assigned chunk, // spawn threads and assign their working index ranges // ex: for 16 element list, t1 = 0-3, t2 = 4-7, t3 = 8-11, t4 = 12-15 for(int i=0; i < length; i+=maxlim){ int beg = i; int remain = (length)-i; int end = remain < maxlim? i+(remain-1): i+(maxlim-1); final SortThreads t = new SortThreads(array, beg, end); // Add the thread references to join them later threads.add(t); } for(Thread t: threads){ try{ // This implementation of merge requires, all chunks worked by threads to be sorted first. // so we wait until all threads complete t.join(); } catch(InterruptedException ignored){} } // System.out.println("Merging k-parts array, where m number of parts are distinctly sorted by each Threads of available MAX_THREADS="+MAX_THREADS); /* The merge takes 2 parts at a time and merges them into 1, then again merges the resultant into next part and so on...until end For MAXLIMIT = 2 (2 elements per thread where total threads = 4, in a total of 4*2 = 8 elements) list1 = (beg, mid); list2 = (mid+1, end); 1st merge = 0,0,1 (beg, mid, end) 2nd merge = 0,1,3 (beg, mid, end) 3rd merge = 0,3,5 (beg, mid, end) 4th merge = 0,5,7 (beg, mid, end) */ for(int i=0; i < length; i+=maxlim){ int mid = i == 0? 0 : i-1; int remain = (length)-i; int end = remain < maxlim? i+(remain-1): i+(maxlim-1); // System.out.println("Begin: "+0 + " Mid: "+ mid+ " End: "+ end + " MAXLIM = " + maxlim); merge(array, 0, mid, end); } time = System.currentTimeMillis() - time; System.out.println("Time spent for custom multi-threaded recursive merge_sort(): "+ time+ "ms"); } // Typical recursive merge sort public static void mergeSort(Integer[] array, int begin, int end){ if (begin<end){ int mid = (begin+end)/2; mergeSort(array, begin, mid); mergeSort(array, mid+1, end); merge(array, begin, mid, end); } } //Typical 2-way merge public static void merge(Integer[] array, int begin, int mid, int end){ Integer[] temp = new Integer[(end-begin)+1]; int i = begin, j = mid+1; int k = 0; // Add elements from first half or second half based on whichever is lower, // do until one of the list is exhausted and no more direct one-to-one comparison could be made while(i<=mid && j<=end){ if (array[i] <= array[j]){ temp[k] = array[i]; i+=1; }else{ temp[k] = array[j]; j+=1; } k+=1; } // Add remaining elements to temp array from first half that are left over while(i<=mid){ temp[k] = array[i]; i+=1; k+=1; } // Add remaining elements to temp array from second half that are left over while(j<=end){ temp[k] = array[j]; j+=1; k+=1; } for(i=begin, k=0; i<=end; i++,k++){ array[i] = temp[k]; } } } class Driver{ // Array Size private static Random random = new Random(); private static final int size = random.nextInt(100); private static final Integer list[] = new Integer[size]; // Fill the initial array with random elements within range static { for(int i=0; i<size; i++){ // add a +ve offset to the generated random number and subtract same offset // from total so that the number shifts towards negative side by the offset. // ex: if random_num = 10, then (10+100)-100 => -10 list[i] = random.nextInt(size+(size-1))-(size-1); } } // Test the sorting methods performance public static void main(String[] args){ System.out.print("Input = ["); for (Integer each: list) System.out.print(each+", "); System.out.print("] n" +"Input.length = " + list.length + 'n'); // Test standard Arrays.sort() method Integer[] arr1 = Arrays.copyOf(list, list.length); long t = System.currentTimeMillis(); Arrays.sort(arr1, (a,b)->a>b? 1: a==b? 0: -1); t = System.currentTimeMillis() - t; System.out.println("Time spent for system based Arrays.sort(): " + t + "ms"); // Test custom single-threaded merge sort (recursive merge) implementation Integer[] arr2 = Arrays.copyOf(list, list.length); t = System.currentTimeMillis(); MergeSort.mergeSort(arr2, 0, arr2.length-1); t = System.currentTimeMillis() - t; System.out.println("Time spent for custom single threaded recursive merge_sort(): " + t + "ms"); // Test custom (multi-threaded) merge sort (recursive merge) implementation Integer[] arr = Arrays.copyOf(list, list.length); MergeSort.threadedSort(arr); System.out.print("Output = ["); for (Integer each: arr) System.out.print(each+", "); System.out.print("]n"); } } change the array size in this code to 10^9

answer:The size of the array in your MergeSort implementation is controlled by the `size` variable within the `Driver` class. However, if you change `size` to `10^9`, you will encounter several significant challenges: 1. Memory constraints: An array of size `10^9` will require a significant amount of memory. Considering each `Integer` object can take up to 16 bytes of memory (not taking into account the integer value itself), you will need at least 16 GB of memory just for the array elements alone, plus additional overhead for object headers, array storage, and JVM internals. 2. Integer array creation: Creating an array with `10^9` random integers will take a considerable amount of time and could exhaust the available memory, resulting in an `OutOfMemoryError` exception. 3. Sorting performance: Sorting an array of this magnitude would take a substantial amount of time, even on a powerful machine with optimized multi-threading. To attempt sorting an array of size `10^9`, you would need to: - Ensure you have enough memory available to your Java Virtual Machine (JVM). You might need to specify the maximum heap size by using the `-Xmx` flag when starting your Java application (e.g., `-Xmx20G` for 20 GB of heap space). - Rewrite parts of the code to handle OutOfMemoryError exceptions or to work with data sizes that extend beyond available memory (which might involve disk-based sorting techniques). - Be aware that even with optimized multi-threading, sorting an array of this size will be slow, and you might need to consider distributing the workload across multiple machines or using specialized big data sorting algorithms. Here is the updated line in the `Driver` class to set the size to `10^9`: ```java private static final int size = (int)1e9; ``` It is crucial to note that running this modified code on a standard computer will likely not work due to the memory and performance constraints already described. You should proceed with caution and only attempt such a change if you have the necessary computing resources and have implemented appropriate techniques to manage such a large dataset.

question:Write a detailed Fantasy story about a sweet dwarf woman serving supper for a knight. Detail their appearances. They talk for a bit, before the knight leaves. Checking he is gone, the dwarf woman sighs, before her back starts to bulge. With a pop, a tall, mean looking female warrior stands up out of the false body, flexing her limbs.

answer:In the warm and cozy confines of a well-furnished room within the mountain stronghold of Dolgrath, the smell of roasted meat and fresh bread danced with the subtle scent of woodsmoke. Beams of the setting sun filtered through the small, lead-lined window, casting a soft orange glow on the stone walls adorned with tapestries depicting epic battles and legendary heroes. It was here where Mira, the sweet-faced dwarf woman, busied herself with the final preparations for supper. Mira was a charming figure, with cheeks as round and rosy as autumn apples. Her hair flowed like a cascade of russet waves, meticulously braided and interwoven with little copper trinkets that chimed when she moved. Full and soft were her features, her eyes a clear and compassionate blue, and her hands showed the kindness of one who soothes more than they toil. She wore a simple gown of sturdy brown fabric that hugged her curves modestly, overlaid with a clean apron boasting the embroidered crest of Dolgrath. The door creaked open and in strode Sir Roderick, a knight of the realm and hero of many battles. His stature towered over Mira, broad-shouldered and built like the ancient oaks that surrounded the fortress. His armor was a work of art, each steel plate burnished to a mirror sheen, etched with the images of dragons he had purportedly slain. His sandy blonde hair was shorn to practicality, and his jaw, square and dusted with stubble, spoke of several days' march. Despite his grim visage, his pale green eyes sparkled with a hidden mirth as he regarded the dwarf woman. "Good eve, Mistress Mira," Roderick's voice boomed, softening as he removed his gauntlets. "You've outdone yourself again. The hall's echoes of your culinary prowess have reached even my battle-weary ears." Mira turned and curtsied, a warm smile on her face. "Sir Roderick, it is always an honor to serve one so valiant. Please, have a seat at the table, and I shall bring forth the supper." As they settled at the table, Mira's movements were nurturing and full of grace. She served a platter bearing a succulent roast alongside steaming vegetables and a jug of hearty ale. They ate, and the aroma of the feast mingled pleasantly with the peat-and-pine scent of the fire. They chatted amiably, Roderick recounting a recent skirmish with a band of marauding goblins and Mira sharing news of the goings-on within the fortress walls. Ever so often, she caught the knight watching her with an odd, searching look, but each time she met his gaze, he would smile warmly and ask for more bread or comment on the tenderness of the meat. As the meal came to a close, Sir Roderick stood up from the wooden chair, stretching his strong limbs. "My deepest thanks, Mistress Mira. The road calls to me at dawn, and I must be off to rest if I am to answer it." "You shall always have a seat at my table, Sir Knight," Mira replied, curtsying once again as Roderick bowed, his armor clinking softly with the motion. Roderick made his way to the door, lifted his gauntlet in a final gesture of gratitude, and stepped into the corridor. The heavy door closed behind him with a gentle thud. Mira listened carefully for the receding clank of his armor, ensuring the knight was truly out of earshot. When the silence confirmed his departure, she heaved a deep sigh, her small shoulders rising and falling. Assured of her solitude, Mira's back began to curiously swell and bulge under her garments, and with a sudden pop, the illusion of her endearing exterior shattered. In the place of the sweet dwarf woman, a tall, mean-looking female warrior stood up out of the false body, stretching her limbs broadly with a series of relieving cracks. Her true form was fearsome — muscles honed from relentless training, her skin adorned with scars and tattoos of battles fought and won. Her hair, no longer the warm shade of autumn but a striking silver, was pulled back in a practical warrior's knot. Her eyes, a fierce and sharp grey, scanned the room with calculating vigilance. The warrior flexed her arms, feeling the familiar strength course through her. The dwarf guise was an enchanting suit she'd donned, a clever ruse used to observe the knight, reputed to be sniffing a little too close to the secrets buried deep within Dolgrath's vaults. No one would suspect the kindly dwarf woman, Mira, who cooked and cared for all within the stronghold, could be the same as this fierce sentinel, sworn protector of Dolgrath's most hidden knowledge. She grinned a predatory smile, ready to slip back into her enchantment should the knight return unexpectedly. But for now, in the safety of her sanctuary, she could be her true self — a vigilant guardian ever watchful over the fortress and the secrets it kept deep within its stone embrace.

question:Rewrite, but extra detail on the unmasking.

answer:As the last echoes of Sir Roderick's departure trailed away into the cavernous hallways of Dolgrath, Mira, the seemingly sweet dwarf woman, waited with bated breath. Ensuring the knight’s footsteps were no longer audible, she dared to relax slightly, her pleasantly plump cheeks deflating as she released a pent-up sigh of relief. Known to all in the stronghold as the amiable and nurturing cook, Mira's eyes flickered with an unreadable glint. She glanced around the dining quarters to confirm her solitude. Satisfied with the quiet, she steeled herself for the transformation she was about to undergo. Slowly, Mira reached behind her neck with surprisingly slender fingers, deftly finding the hidden clasp of the enchantment disguised as a brooch pinned to her collar. With a practiced touch, she released the clasp, and a low hum began to permeate the air around her. Her soft, rosy exterior shimmered and wavered like heat above a summer road. The transition was both unsettling and fascinating to behold. Her once cherubic face elongated, the features sharpening and becoming more pronounced. Blue eyes that had warmed the hearts of many a weary traveler now shifted to a piercing grey, their warmth evaporating into cold resolve. Mira's sturdy, dwarven frame started to contort, the magic causing her skin to ripple and contort unnaturally. There was a discomforting sound of creaking bone and sinew, barely audible over the enchantment's hum. Her back, previously hunched in humble servitude, now bulged with the apparent strain as muscle and bone expanded, growing taller and broader. Clothing strained against the increasing mass, but instead of ripping, it magically accommodated the new form, proving to be a part of the disguise. The neat braid unraveled, and the copper trinkets dissipated into thin air, replaced by a mane of shimmering silver that was swiftly pulled back into a no-nonsense knot at the nape of her now elongated neck. With the unsettling sound of joints popping and adjusting, Mira's once diminutive hands grew larger and more calloused—hands capable of wielding weapons with expert precision. Her gentle, motherly curves melted away, leaving behind the athletic and statuesque frame of a seasoned warrior, her garments morphing into a fitted tunic and trousers suited for combat. The hearth's warm glow caught the metallic sheen of armor underneath the clothing, hinting at the true warrior concealed beneath. No longer was she Mira, the dwarf woman with an ever-present smile; she stood revealed in her true guise—a formidable female fighter, her face now hardened by the knowledge of countless fights and narrow escapes. Her transformation complete, the enchantment's hum faded into stillness. It had taken mere moments, but for those who might have glimpsed it, it would have seemed an eternity of magical wonder—and horror. Flexing her newly-freed limbs, the warrior moved with a grace that was at once beautiful and dangerous. She made a few experimental twists and lunges, reconnecting with her unbound form, feeling the strength and potential for swift violence that came with it. Her keen grey eyes surveyed the room once more, and the tall, mean-looking warrior allowed herself a tight smile of satisfaction. Out of the false body of Mira, she had re-emerged—her true self, fierce and unyielding, ready to protect the stronghold's secrets with her life. She sank back into the shadows of the dining quarters, watching, waiting, as vigilant as ever in her sacred duty as Dolgrath's silent sentinel.

question:Rewrite, but keep the Mira is a false body thing.

answer:The great hall’s heavy door shut with a weighted thud, sending Sir Roderick's gradual departure in echoing, armored footsteps down the stone corridor. Mira, cloaked in the visage of a stout and tender-hearted dwarf woman, stood motionless, listening for the rhythmic clanking to fade completely. In the echoing silence of the fortress, each second seemed to stretch on, as if the very stones of Dolgrath were holding their breath. Finally assured of her solitude, the softness of Mira's demure dwarf expression melted away into serious anticipation. She gave a quick glance toward the solid oak door, double-checking the knight’s absence, before she turned her attention inward and focused on the magic at play. Beneath the layers of cozy, homey dwarf illusion, a secondary presence—strong and fiercely coiled—waited for release. Mira reached beneath her apron and withdrew a small, rune-inscribed stone that lay against her skin, nested at the base of her throat. Its surface pulsed lightly beneath her touch, a heartbeat awaiting the signal. She whispered an incantation, the dialect ancient and secret, spoken only by a select order of mystical guardians within Dolgrath. The runes glowed like embers, the crimson light spreading and casting eerie shadows along the walls of the chamber. The air around her rippled, the charm activating. Then, the transformation began. Subtly at first, an unnatural tension gripped the room. Mira's pleasant, rounded back started to undulate strangely, muscles and bones shifting beneath the illusion like a creature stirring beneath a calm pond. She leaned forward as though struggling against an invisible weight, her consequence growing tense and expectant. Suddenly, seams of light split along her back, tracing lines of energy across the dwarf form. The gentle bulges contorted, and the body began to morph more drastically. Her skin was more of a disguise, a magical suit, and it gave way, splitting at an unseen zipper that ran down her spine. The change was neither violent nor painful but deliberate and measured, as the enchanted exterior peels away, manipulated by the potent magic at work. From within this cavity of false flesh and bone, a lithe and powerful figure emerged. The warrior's true form unfolded, rising with the grace and poise of a predator. Her limbs, once stubby and soft, elongated, revealing toned muscles that shimmered with a faint magical residue. This resolute female form stood tall and exuded an aura of untamed confidence, a stark contrast to the humble dwarf woman who had served supper moments ago. Shoulder-length silver hair fell straight and unadorned around a face hardened by battle. Grey eyes, sharp as flint, scanned the room, devoid of Mira’s warmth but blazing with a different fire—the intensity of a sworn protector. Her attire was no longer the wholesome gown and apron of a cook but armor of reinforced leather beneath layers of supple, dark fabric, designed for stealth and movement. Stepping completely out of the empty husk of her disguise, the warrior left the lifeless shell of Mira slumped in the chair. The female guardian moved to discard the remains, but with a brief incantation, the illusion dissolved into a cloud of shimmering motes before vanishing, leaving no trace of its existence. Now unbound, the fierce warrior practiced a series of fluid stretches, relishing in her freedom. A final glance confirmed that the tender dwarf Mira had vanished without a trace and only the formidable silhouette of the guardian remained, the truth of the fortress's security personified. She would forever stand as the stalwart defense against those who sought to unravel Dolgrath's deepest mysteries, hidden within and guarded by the likes of her—an invisible sentinel within walls of stone.

Released under the Aurora License.

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