z-simd-3.cpp

#include <iostream>
#include <map>
#include <vector>
#include <fstream>
#include <iostream>
#include <chrono>

#include <list>
#include <unordered_map>
#include <iostream>
#include <map>
#include <string>
#include <memory>
#include <sstream>
#include <limits>
#include <thread>
#include <queue>

#include <arm_neon.h>
//#include <emmintrin.h> // For SSE2 intrinsics

enum FieldType { INT, FLOAT, STRING };

// Define a basic Field variant class that can hold different types
class Field {
public:
    FieldType type;
    std::unique_ptr<char[]> data;
    size_t data_length;

public:
    Field(int i) : type(INT) { 
        data_length = sizeof(int);
        data = std::make_unique<char[]>(data_length);
        std::memcpy(data.get(), &i, data_length);
    }

    Field(float f) : type(FLOAT) { 
        data_length = sizeof(float);
        data = std::make_unique<char[]>(data_length);
        std::memcpy(data.get(), &f, data_length);
    }

    Field(const std::string& s) : type(STRING) {
        data_length = s.size() + 1;  // include null-terminator
        data = std::make_unique<char[]>(data_length);
        std::memcpy(data.get(), s.c_str(), data_length);
    }

    Field& operator=(const Field& other) {
        if (&other == this) {
            return *this;
        }
        type = other.type;
        data_length = other.data_length;
        std::memcpy(data.get(), other.data.get(), data_length);
        return *this;
    }

    Field(Field&& other){
        type = other.type;
        data_length = other.data_length;
        std::memcpy(data.get(), other.data.get(), data_length);
    }

    FieldType getType() const { return type; }
    int asInt() const { 
        return *reinterpret_cast<int*>(data.get());
    }
    float asFloat() const { 
        return *reinterpret_cast<float*>(data.get());
    }
    std::string asString() const { 
        return std::string(data.get());
    }

    std::string serialize() {
        std::stringstream buffer;
        buffer << type << ' ' << data_length << ' ';
        if (type == STRING) {
            buffer << data.get() << ' ';
        } else if (type == INT) {
            buffer << *reinterpret_cast<int*>(data.get()) << ' ';
        } else if (type == FLOAT) {
            buffer << *reinterpret_cast<float*>(data.get()) << ' ';
        }
        return buffer.str();
    }

    void serialize(std::ofstream& out) {
        std::string serializedData = this->serialize();
        out << serializedData;
    }

    static std::unique_ptr<Field> deserialize(std::istream& in) {
        int type; in >> type;
        size_t length; in >> length;
        if (type == STRING) {
            std::string val; in >> val;
            return std::make_unique<Field>(val);
        } else if (type == INT) {
            int val; in >> val;
            return std::make_unique<Field>(val);
        } else if (type == FLOAT) {
            float val; in >> val;
            return std::make_unique<Field>(val);
        }
        return nullptr;
    }

    void print() const{
        switch(getType()){
            case INT: std::cout << asInt(); break;
            case FLOAT: std::cout << asFloat(); break;
            case STRING: std::cout << asString(); break;
        }
    }
};

class Tuple {
public:
    std::vector<std::unique_ptr<Field>> fields;

    void addField(std::unique_ptr<Field> field) {
        fields.push_back(std::move(field));
    }

    size_t getSize() const {
        size_t size = 0;
        for (const auto& field : fields) {
            size += field->data_length;
        }
        return size;
    }

    std::string serialize() {
        std::stringstream buffer;
        buffer << fields.size() << ' ';
        for (const auto& field : fields) {
            buffer << field->serialize();
        }
        return buffer.str();
    }

    void serialize(std::ofstream& out) {
        std::string serializedData = this->serialize();
        out << serializedData;
    }

    static std::unique_ptr<Tuple> deserialize(std::istream& in) {
        auto tuple = std::make_unique<Tuple>();
        size_t fieldCount; in >> fieldCount;
        for (size_t i = 0; i < fieldCount; ++i) {
            tuple->addField(Field::deserialize(in));
        }
        return tuple;
    }

    void print() const {
        for (const auto& field : fields) {
            field->print();
            std::cout << " ";
        }
        std::cout << "\n";
    }
};

static constexpr size_t PAGE_SIZE = 1024;  // Fixed page size
static constexpr size_t MAX_SLOTS = 128;   // Fixed number of slots
uint16_t INVALID_VALUE = std::numeric_limits<uint16_t>::max(); // Sentinel value

struct Slot {
    bool empty = true;                 // Is the slot empty?    
    uint16_t offset = INVALID_VALUE;    // Offset of the slot within the page
    uint16_t length = INVALID_VALUE;    // Length of the slot
};

// Slotted Page class
class SlottedPage {
public:
    std::unique_ptr<char[]> page_data = std::make_unique<char[]>(PAGE_SIZE);
    size_t metadata_size = sizeof(Slot) * MAX_SLOTS;

    SlottedPage(){
        // Empty page -> initialize slot array inside page
        Slot* slot_array = reinterpret_cast<Slot*>(page_data.get());
        for (size_t slot_itr = 0; slot_itr < MAX_SLOTS; slot_itr++) {
            slot_array[slot_itr].empty = true;
            slot_array[slot_itr].offset = INVALID_VALUE;
            slot_array[slot_itr].length = INVALID_VALUE;
        }
    }

    // Add a tuple, returns true if it fits, false otherwise.
    bool addTuple(std::unique_ptr<Tuple> tuple) {

        // Serialize the tuple into a char array
        auto serializedTuple = tuple->serialize();
        size_t tuple_size = serializedTuple.size();

        //std::cout << "Tuple size: " << tuple_size << " bytes\n";
        assert(tuple_size == 38);

        // Check for first slot with enough space
        size_t slot_itr = 0;
        Slot* slot_array = reinterpret_cast<Slot*>(page_data.get());        
        for (; slot_itr < MAX_SLOTS; slot_itr++) {
            if (slot_array[slot_itr].empty == true and 
                slot_array[slot_itr].length >= tuple_size) {
                break;
            }
        }
        if (slot_itr == MAX_SLOTS){
            //std::cout << "Page does not contain an empty slot with sufficient space to store the tuple.";
            return false;
        }

        // Identify the offset where the tuple will be placed in the page
        // Update slot meta-data if needed
        slot_array[slot_itr].empty = false;
        size_t offset = INVALID_VALUE;
        if (slot_array[slot_itr].offset == INVALID_VALUE){
            if(slot_itr != 0){
                auto prev_slot_offset = slot_array[slot_itr - 1].offset;
                auto prev_slot_length = slot_array[slot_itr - 1].length;
                offset = prev_slot_offset + prev_slot_length;
            }
            else{
                offset = metadata_size;
            }

            slot_array[slot_itr].offset = offset;
        }
        else{
            offset = slot_array[slot_itr].offset;
        }

        if(offset + tuple_size >= PAGE_SIZE){
            slot_array[slot_itr].empty = true;
            slot_array[slot_itr].offset = INVALID_VALUE;
            return false;
        }

        assert(offset != INVALID_VALUE);
        assert(offset >= metadata_size);
        assert(offset + tuple_size < PAGE_SIZE);

        if (slot_array[slot_itr].length == INVALID_VALUE){
            slot_array[slot_itr].length = tuple_size;
        }

        // Copy serialized data into the page
        std::memcpy(page_data.get() + offset, 
                    serializedTuple.c_str(), 
                    tuple_size);

        return true;
    }

    void deleteTuple(size_t index) {
        Slot* slot_array = reinterpret_cast<Slot*>(page_data.get());
        size_t slot_itr = 0;
        for (; slot_itr < MAX_SLOTS; slot_itr++) {
            if(slot_itr == index and
               slot_array[slot_itr].empty == false){
                slot_array[slot_itr].empty = true;
                break;
               }
        }

        //std::this_thread::sleep_for(std::chrono::milliseconds(100));
    }

    void print() const{
        Slot* slot_array = reinterpret_cast<Slot*>(page_data.get());
        for (size_t slot_itr = 0; slot_itr < MAX_SLOTS; slot_itr++) {
            if (slot_array[slot_itr].empty == false){
                assert(slot_array[slot_itr].offset != INVALID_VALUE);
                const char* tuple_data = page_data.get() + slot_array[slot_itr].offset;
                std::istringstream iss(tuple_data);
                auto loadedTuple = Tuple::deserialize(iss);
                std::cout << "Slot " << slot_itr << " : [";
                std::cout << (uint16_t)(slot_array[slot_itr].offset) << "] :: ";
                loadedTuple->print();
            }
        }
        std::cout << "\n";
    }
};

const std::string database_filename = "buzzdb.dat";

class StorageManager {
public:    
    std::fstream fileStream;
    size_t num_pages = 0;

public:
    StorageManager(){
        fileStream.open(database_filename, std::ios::in | std::ios::out);
        if (!fileStream) {
            // If file does not exist, create it
            fileStream.clear(); // Reset the state
            fileStream.open(database_filename, std::ios::out);
        }
        fileStream.close(); 
        fileStream.open(database_filename, std::ios::in | std::ios::out); 

        fileStream.seekg(0, std::ios::end);
        num_pages = fileStream.tellg() / PAGE_SIZE;

        std::cout << "Storage Manager :: Num pages: " << num_pages << "\n";        
        if(num_pages == 0){
            extend();
        }

    }

    ~StorageManager() {
        if (fileStream.is_open()) {
            fileStream.close();
        }
    }

    // Read a page from disk
    std::unique_ptr<SlottedPage> load(uint16_t page_id) {
        fileStream.seekg(page_id * PAGE_SIZE, std::ios::beg);
        auto page = std::make_unique<SlottedPage>();
        // Read the content of the file into the page
        if(fileStream.read(page->page_data.get(), PAGE_SIZE)){
            //std::cout << "Page read successfully from file." << std::endl;
        }
        else{
            std::cerr << "Error: Unable to read data from the file. \n";
            exit(-1);
        }
        return page;
    }

    // Write a page to disk
    void flush(uint16_t page_id, const std::unique_ptr<SlottedPage>& page) {
        size_t page_offset = page_id * PAGE_SIZE;        

        // Move the write pointer
        fileStream.seekp(page_offset, std::ios::beg);
        fileStream.write(page->page_data.get(), PAGE_SIZE);        
        fileStream.flush();
    }

    // Extend database file by one page
    void extend() {
        std::cout << "Extending database file \n";

        // Create a slotted page
        auto empty_slotted_page = std::make_unique<SlottedPage>();

        // Move the write pointer
        fileStream.seekp(0, std::ios::end);

        // Write the page to the file, extending it
        fileStream.write(empty_slotted_page->page_data.get(), PAGE_SIZE);
        fileStream.flush();

        // Update number of pages
        num_pages += 1;
    }

};

using PageID = uint16_t;

class Policy {
public:
    virtual bool touch(PageID page_id) = 0;
    virtual PageID evict() = 0;
    virtual ~Policy() = default;
};

void printList(std::string list_name, const std::list<PageID>& myList) {
        std::cout << list_name << " :: ";
        for (const PageID& value : myList) {
            std::cout << value << ' ';
        }
        std::cout << '\n';
}

class LruPolicy : public Policy {
private:
    // List to keep track of the order of use
    std::list<PageID> lruList;

    // Map to find a page's iterator in the list efficiently
    std::unordered_map<PageID, std::list<PageID>::iterator> map;

    size_t cacheSize;

public:

    LruPolicy(size_t cacheSize) : cacheSize(cacheSize) {}

    bool touch(PageID page_id) override {
        //printList("LRU", lruList);

        bool found = false;
        // If page already in the list, remove it
        if (map.find(page_id) != map.end()) {
            found = true;
            lruList.erase(map[page_id]);
            map.erase(page_id);            
        }

        // If cache is full, evict
        if(lruList.size() == cacheSize){
            evict();
        }

        if(lruList.size() < cacheSize){
            // Add the page to the front of the list
            lruList.emplace_front(page_id);
            map[page_id] = lruList.begin();
        }

        return found;
    }

    PageID evict() override {
        // Evict the least recently used page
        PageID evictedPageId = INVALID_VALUE;
        if(lruList.size() != 0){
            evictedPageId = lruList.back();
            map.erase(evictedPageId);
            lruList.pop_back();
        }
        return evictedPageId;
    }

};


class TwoQPolicy : public Policy {
private:
    size_t cacheSize;

    std::list<PageID> FIFO; // Read-once pages (FIFO)
    std::list<PageID> LRU;  // Hot pages (LRU)

    std::unordered_map<PageID, std::list<PageID>::iterator> pageMap;
    
public:
    TwoQPolicy(size_t cache_size) : cacheSize(cache_size) {}

    bool touch(PageID page_id) {
        bool found = false;
        //printList("FIFO", FIFO);
        //printList("LRU", LRU);

        // Check if page is already in cache
        if (pageMap.find(page_id) != pageMap.end()) {
            found = true;
            auto it = pageMap[page_id];

            // If it's in FIFO, move to LRU
            if (std::find(FIFO.begin(), FIFO.end(), page_id) != FIFO.end()) {
                FIFO.erase(it);
                LRU.push_front(page_id);
                pageMap[page_id] = LRU.begin();
            } else {
                // If it's in LRU, move to the front
                LRU.erase(it);
                LRU.push_front(page_id);
                pageMap[page_id] = LRU.begin();
            }
        } else {
            // If cache is full, evict
            if (FIFO.size() + LRU.size() >= cacheSize) {
                evict();
            }

            // Add page to FIFO
            FIFO.push_back(page_id);
            pageMap[page_id] = std::prev(FIFO.end());
        }

        return found;
    }

    PageID evict() {
        //printList("2Q FIFO", FIFO);
        //printList("2Q LRU", LRU);

        PageID evictedPageId = INVALID_VALUE;
        if (!FIFO.empty()) {
            evictedPageId = FIFO.front();
            //std::cout << "FIFO:: Evicting page " << evictedPageId << "\n";
            FIFO.pop_front();
            pageMap.erase(evictedPageId);
        } else {
            evictedPageId = LRU.back();
            //std::cout << "LRU:: Evicting page " << evictedPageId << "\n";
            LRU.pop_back();
            pageMap.erase(evictedPageId);
        }

        return evictedPageId;
    }

};

constexpr size_t MAX_PAGES_IN_MEMORY = 100;

class BufferManager {
private:
    using PageMap = std::unordered_map<PageID, std::unique_ptr<SlottedPage>>;

    StorageManager storage_manager;
    PageMap pageMap;
    std::unique_ptr<Policy> policy;

public:
    BufferManager(): 
    policy(std::make_unique<TwoQPolicy>(MAX_PAGES_IN_MEMORY)) {}

    std::unique_ptr<SlottedPage>& getPage(int page_id) {
        auto it = pageMap.find(page_id);
        if (it != pageMap.end()) {
            policy->touch(page_id);
            return pageMap.find(page_id)->second;
        }

        if (pageMap.size() >= MAX_PAGES_IN_MEMORY) {
            auto evictedPageId = policy->evict();
            if(evictedPageId != INVALID_VALUE){
                std::cout << "Evicting page " << evictedPageId << "\n";
                storage_manager.flush(evictedPageId, 
                                      pageMap[evictedPageId]);
            }
        }

        auto page = storage_manager.load(page_id);
        policy->touch(page_id);
        std::cout << "Loading page: " << page_id << "\n";
        pageMap[page_id] = std::move(page);
        return pageMap[page_id];
    }

    void flushPage(int page_id) {
        //std::cout << "Flush page " << page_id << "\n";
        storage_manager.flush(page_id, pageMap[page_id]);
    }

    void extend(){
        storage_manager.extend();
    }
    
    size_t getNumPages(){
        return storage_manager.num_pages;
    }

};

class BuzzDB {
public:
    // a map is an ordered key-value container
    std::map<int, std::vector<int>> index;

    BufferManager buffer_manager;

public:
    size_t max_number_of_tuples = 5000;
    size_t tuple_insertion_attempt_counter = 0;

    BuzzDB(){
        // Storage Manager automatically created
    }

    bool try_to_insert(int key, int value){
        bool status = false;
        auto num_pages = buffer_manager.getNumPages();
        for (size_t page_itr = 0; page_itr < num_pages; page_itr++) {

            auto newTuple = std::make_unique<Tuple>();

            auto key_field = std::make_unique<Field>(key);
            auto value_field = std::make_unique<Field>(value);
            float float_val = 132.04;
            auto float_field = std::make_unique<Field>(float_val);
            auto string_field = std::make_unique<Field>("buzzdb");

            newTuple->addField(std::move(key_field));
            newTuple->addField(std::move(value_field));
            newTuple->addField(std::move(float_field));
            newTuple->addField(std::move(string_field));

            auto& page = buffer_manager.getPage(page_itr);

            status = page->addTuple(std::move(newTuple));
            if (status == true){
                //std::cout << "Inserted into page: " << page_itr << "\n";
                buffer_manager.flushPage(page_itr);
                break;
            }
        }

        return status;
    }

    // insert function
    void insert(int key, int value) {
        tuple_insertion_attempt_counter += 1;

        if(tuple_insertion_attempt_counter >= max_number_of_tuples){
            return;
        }

        bool status = try_to_insert(key, value);

        // Try again after extending the database file
        if(status == false){
            buffer_manager.extend();
            bool status2 = try_to_insert(key, value);
            assert(status2 == true);
        }

        //newTuple->print();

        // Skip deleting tuples only once every hundred tuples
        if (tuple_insertion_attempt_counter % 100 != 0){
            auto& page = buffer_manager.getPage(0);
            page->deleteTuple(0);
            buffer_manager.flushPage(0);
        }
    }

    void scanTableToBuildIndex(){

        std::cout << "Scanning table to build index \n";

        auto num_pages = buffer_manager.getNumPages();

        for (size_t page_itr = 0; page_itr < num_pages; page_itr++) {
            auto& page = buffer_manager.getPage(page_itr);
            char* page_buffer = page->page_data.get();
            Slot* slot_array = reinterpret_cast<Slot*>(page_buffer);
            for (size_t slot_itr = 0; slot_itr < MAX_SLOTS; slot_itr++) {
                if (slot_array[slot_itr].empty == false){
                    assert(slot_array[slot_itr].offset != INVALID_VALUE);
                    const char* tuple_data = page_buffer + slot_array[slot_itr].offset;
                    std::istringstream iss(tuple_data);
                    auto loadedTuple = Tuple::deserialize(iss);
                    int key = loadedTuple->fields[0]->asInt();
                    int value = loadedTuple->fields[1]->asInt();

                    // Build index
                    index[key].push_back(value);
                }
            }
        }

    }

    // perform a SELECT ... GROUP BY ... SUM query
    void selectGroupBySum() {
        for (auto const& pair : index) { // for each unique key
            int sum = 0;
            for (auto const& value : pair.second) {
                sum += value; // sum all values for the key
            }
            std::cout << "key: " << pair.first << ", sum: " << sum << '\n';
        }
    }

    void filter_tuples_with_key_5() {
        std::cout << "Counting tuples with key 5 \n";
        uint32_t tuple_count = 0;

        auto num_pages = buffer_manager.getNumPages();

        for (size_t page_itr = 0; page_itr < num_pages; page_itr++) {
            auto& page = buffer_manager.getPage(page_itr);
            Slot* slot_array = reinterpret_cast<Slot*>(page->page_data.get());

            for (size_t slot_itr = 0; slot_itr < MAX_SLOTS; slot_itr++) {
                if (slot_array[slot_itr].empty) {
                    continue;
                }

                // Get the pointer to the tuple data
                char* tuple_data = page->page_data.get() + slot_array[slot_itr].offset; 

                // skip the first 6 bytes
                // 4 (field_count) | space | 0 (first field type) | space 
                // | 4 (first field length) | space
                uint8_t ascii_key = *reinterpret_cast<uint8_t*>(tuple_data + 6);
                int int_key = static_cast<int>(ascii_key) - '0';

                if (int_key == 5) {
                    tuple_count++;
                }
            }
        }

        std::cout << "Tuple count: " << tuple_count << "\n";
    } 

    void filter_tuples_with_key_5_with_simd() {
        std::cout << "Counting tuples with key 5 \n";
        uint32_t tuple_count = 0;

        auto num_pages = buffer_manager.getNumPages();

        for (size_t page_itr = 0; page_itr < num_pages; page_itr++) {
            auto& page = buffer_manager.getPage(page_itr);
            Slot* slot_array = reinterpret_cast<Slot*>(page->page_data.get());

            // Create a constant vector with the value 5
            uint8x16_t key_to_match_vec = vdupq_n_u8('5');

            uint8_t INVALID_UINT8_T_VALUE =std::numeric_limits<uint8_t>::max(); // Sentinel value

            for (size_t slot_itr = 0; slot_itr < MAX_SLOTS; slot_itr += 16) { 
                // Process 16 slots at a time
                uint8_t keys[16];
                for (size_t i = 0; i < 16; ++i) {
                    keys[i] = slot_array[slot_itr + i].empty ? INVALID_UINT8_T_VALUE : *(reinterpret_cast<uint8_t*>(page->page_data.get() + slot_array[slot_itr + i].offset + 6));
                }

                // Load 16 8-bit keys into a NEON 128-bit integer vector
                uint8x16_t keys_vec = vld1q_u8(keys);

                // Compare keys_vec with key_to_match_vec (value 5)
                uint8x16_t res_vec = vceqq_u8(keys_vec, key_to_match_vec);

                // Extract results
                uint8_t results[16];
                vst1q_u8(results, res_vec);

                for (int i = 0; i < 16; i++) {
                    if (results[i]) {
                        tuple_count++;
                    }
                }
            }

        }

        std::cout << "Tuple count: " << tuple_count << "\n";
    }

};

int main() {
    // Get the start time
    auto start = std::chrono::high_resolution_clock::now();

    BuzzDB db;

    std::ifstream inputFile("output.txt");

    if (!inputFile) {
        std::cerr << "Unable to open file" << std::endl;
        return 1;
    }

    int field1, field2;
    while (inputFile >> field1 >> field2) {
        db.insert(field1, field2);
    }

    db.scanTableToBuildIndex();
    
    db.selectGroupBySum();

    std::cout << "Num Pages: " << db.buffer_manager.getNumPages() << "\n";

    // Get the end time
    auto end = std::chrono::high_resolution_clock::now();

    // Calculate and print the elapsed time
    std::chrono::duration<double> elapsed = end - start;
    std::cout << "Elapsed time: " << elapsed.count() << " seconds" << std::endl;

    auto start_filter_time = std::chrono::high_resolution_clock::now();
    db.filter_tuples_with_key_5();
    auto end_filter_time = std::chrono::high_resolution_clock::now();
    auto duration = std::chrono::duration_cast<std::chrono::microseconds>(end_filter_time - start_filter_time);
    std::cout << "Filter time (Without SIMD): " << duration.count() << " microseconds" << std::endl;

    auto start_filter_with_simd_time = std::chrono::high_resolution_clock::now();
    db.filter_tuples_with_key_5_with_simd();
    auto end_filter_with_simd_time = std::chrono::high_resolution_clock::now();
    auto duration_with_simd = std::chrono::duration_cast<std::chrono::microseconds>(end_filter_with_simd_time - start_filter_with_simd_time);
    std::cout << "Filter time (With SIMD): " << duration_with_simd.count() << " microseconds" << std::endl;

    return 0;
}