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name : pcapscan.cc
/*
 * Copyright (c) 2015-2016, Intel Corporation
 *
 * Redistribution and use in source and binary forms, with or without
 * modification, are permitted provided that the following conditions are met:
 *
 *  * Redistributions of source code must retain the above copyright notice,
 *    this list of conditions and the following disclaimer.
 *  * Redistributions in binary form must reproduce the above copyright
 *    notice, this list of conditions and the following disclaimer in the
 *    documentation and/or other materials provided with the distribution.
 *  * Neither the name of Intel Corporation nor the names of its contributors
 *    may be used to endorse or promote products derived from this software
 *    without specific prior written permission.
 *
 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
 * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
 * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
 * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
 * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
 * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
 * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
 * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
 * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
 * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
 * POSSIBILITY OF SUCH DAMAGE.
 */

/*
 * Hyperscan example program 2: pcapscan
 *
 * This example is a very simple packet scanning benchmark. It scans a given
 * PCAP file full of network traffic against a group of regular expressions and
 * returns some coarse performance measurements.  This example provides a quick
 * way to examine the performance achievable on a particular combination of
 * platform, pattern set and input data.
 *
 * Build instructions:
 *
 *     g++ -std=c++11 -O2 -o pcapscan pcapscan.cc $(pkg-config --cflags --libs libhs) -lpcap
 *
 * Usage:
 *
 *     ./pcapscan [-n repeats] <pattern file> <pcap file>
 *
 * We recommend the use of a utility like 'taskset' on multiprocessor hosts to
 * pin execution to a single processor: this will remove processor migration
 * by the scheduler as a source of noise in the results.
 *
 */

#include <cstring>
#include <chrono>
#include <fstream>
#include <iomanip>
#include <iostream>
#include <string>
#include <unordered_map>
#include <vector>

#include <unistd.h>

// We use the BSD primitives throughout as they exist on both BSD and Linux.
#define __FAVOR_BSD
#include <netinet/in.h>
#include <netinet/in_systm.h>
#include <netinet/ip.h>
#include <netinet/tcp.h>
#include <netinet/udp.h>
#include <netinet/ip_icmp.h>
#include <net/ethernet.h>
#include <arpa/inet.h>

#include <pcap.h>

#include <hs.h>

using std::cerr;
using std::cout;
using std::endl;
using std::ifstream;
using std::string;
using std::unordered_map;
using std::vector;

// Key for identifying a stream in our pcap input data, using data from its IP
// headers.
struct FiveTuple {
    unsigned int protocol;
    unsigned int srcAddr;
    unsigned int srcPort;
    unsigned int dstAddr;
    unsigned int dstPort;

    // Construct a FiveTuple from a TCP or UDP packet.
    FiveTuple(const struct ip *iphdr) {
        // IP fields
        protocol = iphdr->ip_p;
        srcAddr = iphdr->ip_src.s_addr;
        dstAddr = iphdr->ip_dst.s_addr;

        // UDP/TCP ports
        const struct udphdr *uh =
            (const struct udphdr *)(((const char *)iphdr) + (iphdr->ip_hl * 4));
        srcPort = uh->uh_sport;
        dstPort = uh->uh_dport;
    }

    bool operator==(const FiveTuple &a) const {
        return protocol == a.protocol && srcAddr == a.srcAddr &&
               srcPort == a.srcPort && dstAddr == a.dstAddr &&
               dstPort == a.dstPort;
    }
};

// A *very* simple hash function, used when we create an unordered_map of
// FiveTuple objects.
struct FiveTupleHash {
    size_t operator()(const FiveTuple &x) const {
        return x.srcAddr ^ x.dstAddr ^ x.protocol ^ x.srcPort ^ x.dstPort;
    }
};

// Helper function. See end of file.
static bool payloadOffset(const unsigned char *pkt_data, unsigned int *offset,
                          unsigned int *length);

// Match event handler: called every time Hyperscan finds a match.
static
int onMatch(unsigned int id, unsigned long long from, unsigned long long to,
            unsigned int flags, void *ctx) {
    // Our context points to a size_t storing the match count
    size_t *matches = (size_t *)ctx;
    (*matches)++;
    return 0; // continue matching
}

// Simple timing class
class Clock {
public:
    void start() {
        time_start = std::chrono::system_clock::now();
    }

    void stop() {
        time_end = std::chrono::system_clock::now();
    }

    double seconds() const {
        std::chrono::duration<double> delta = time_end - time_start;
        return delta.count();
    }
private:
    std::chrono::time_point<std::chrono::system_clock> time_start, time_end;
};

// Class wrapping all state associated with the benchmark
class Benchmark {
private:
    // Packet data to be scanned.
    vector<string> packets;

    // The stream ID to which each packet belongs
    vector<size_t> stream_ids;

    // Map used to construct stream_ids
    unordered_map<FiveTuple, size_t, FiveTupleHash> stream_map;

    // Hyperscan compiled database (streaming mode)
    const hs_database_t *db_streaming;

    // Hyperscan compiled database (block mode)
    const hs_database_t *db_block;

    // Hyperscan temporary scratch space (used in both modes)
    hs_scratch_t *scratch;

    // Vector of Hyperscan stream state (used in streaming mode)
    vector<hs_stream_t *> streams;

    // Count of matches found during scanning
    size_t matchCount;

public:
    Benchmark(const hs_database_t *streaming, const hs_database_t *block)
        : db_streaming(streaming), db_block(block), scratch(nullptr),
          matchCount(0) {
        // Allocate enough scratch space to handle either streaming or block
        // mode, so we only need the one scratch region.
        hs_error_t err = hs_alloc_scratch(db_streaming, &scratch);
        if (err != HS_SUCCESS) {
            cerr << "ERROR: could not allocate scratch space. Exiting." << endl;
            exit(-1);
        }
        // This second call will increase the scratch size if more is required
        // for block mode.
        err = hs_alloc_scratch(db_block, &scratch);
        if (err != HS_SUCCESS) {
            cerr << "ERROR: could not allocate scratch space. Exiting." << endl;
            exit(-1);
        }
    }

    ~Benchmark() {
        // Free scratch region
        hs_free_scratch(scratch);
    }

    // Read a set of streams from a pcap file
    bool readStreams(const char *pcapFile) {
        // Open PCAP file for input
        char errbuf[PCAP_ERRBUF_SIZE];
        pcap_t *pcapHandle = pcap_open_offline(pcapFile, errbuf);
        if (pcapHandle == nullptr) {
            cerr << "ERROR: Unable to open pcap file \"" << pcapFile
                << "\": " << errbuf << endl;
            return false;
        }

        struct pcap_pkthdr pktHeader;
        const unsigned char *pktData;
        while ((pktData = pcap_next(pcapHandle, &pktHeader)) != nullptr) {
            unsigned int offset = 0, length = 0;
            if (!payloadOffset(pktData, &offset, &length)) {
                continue;
            }

            // Valid TCP or UDP packet
            const struct ip *iphdr = (const struct ip *)(pktData
                    + sizeof(struct ether_header));
            const char *payload = (const char *)pktData + offset;

            size_t id = stream_map.insert(std::make_pair(FiveTuple(iphdr),
                                          stream_map.size())).first->second;

            packets.push_back(string(payload, length));
            stream_ids.push_back(id);
        }
        pcap_close(pcapHandle);

        return !packets.empty();
    }

    // Return the number of bytes scanned
    size_t bytes() const {
        size_t sum = 0;
        for (const auto &packet : packets) {
            sum += packet.size();
        }
        return sum;
    }

    // Return the number of matches found.
    size_t matches() const {
        return matchCount;
    }

    // Clear the number of matches found.
    void clearMatches() {
        matchCount = 0;
    }

    // Open a Hyperscan stream for each stream in stream_ids
    void openStreams() {
        streams.resize(stream_map.size());
        for (auto &stream : streams) {
            hs_error_t err = hs_open_stream(db_streaming, 0, &stream);
            if (err != HS_SUCCESS) {
                cerr << "ERROR: Unable to open stream. Exiting." << endl;
                exit(-1);
            }
        }
    }

    // Close all open Hyperscan streams (potentially generating any
    // end-anchored matches)
    void closeStreams() {
        for (auto &stream : streams) {
            hs_error_t err = hs_close_stream(stream, scratch, onMatch,
                                             &matchCount);
            if (err != HS_SUCCESS) {
                cerr << "ERROR: Unable to close stream. Exiting." << endl;
                exit(-1);
            }
        }
    }

    // Scan each packet (in the ordering given in the PCAP file) through
    // Hyperscan using the streaming interface.
    void scanStreams() {
        for (size_t i = 0; i != packets.size(); ++i) {
            const std::string &pkt = packets[i];
            hs_error_t err = hs_scan_stream(streams[stream_ids[i]],
                                            pkt.c_str(), pkt.length(), 0,
                                            scratch, onMatch, &matchCount);
            if (err != HS_SUCCESS) {
                cerr << "ERROR: Unable to scan packet. Exiting." << endl;
                exit(-1);
            }
        }
    }

    // Scan each packet (in the ordering given in the PCAP file) through
    // Hyperscan using the block-mode interface.
    void scanBlock() {
        for (size_t i = 0; i != packets.size(); ++i) {
            const std::string &pkt = packets[i];
            hs_error_t err = hs_scan(db_block, pkt.c_str(), pkt.length(), 0,
                                     scratch, onMatch, &matchCount);
            if (err != HS_SUCCESS) {
                cerr << "ERROR: Unable to scan packet. Exiting." << endl;
                exit(-1);
            }
        }
    }

    // Display some information about the compiled database and scanned data.
    void displayStats() {
        size_t numPackets = packets.size();
        size_t numStreams = stream_map.size();
        size_t numBytes = bytes();
        hs_error_t err;

        cout << numPackets << " packets in " << numStreams
             << " streams, totalling " << numBytes << " bytes." << endl;
        cout << "Average packet length: " << numBytes / numPackets << " bytes."
             << endl;
        cout << "Average stream length: " << numBytes / numStreams << " bytes."
             << endl;
        cout << endl;

        size_t dbStream_size = 0;
        err = hs_database_size(db_streaming, &dbStream_size);
        if (err == HS_SUCCESS) {
            cout << "Streaming mode Hyperscan database size    : "
                 << dbStream_size << " bytes." << endl;
        } else {
            cout << "Error getting streaming mode Hyperscan database size"
                 << endl;
        }

        size_t dbBlock_size = 0;
        err = hs_database_size(db_block, &dbBlock_size);
        if (err == HS_SUCCESS) {
            cout << "Block mode Hyperscan database size        : "
                 << dbBlock_size << " bytes." << endl;
        } else {
            cout << "Error getting block mode Hyperscan database size"
                 << endl;
        }

        size_t stream_size = 0;
        err = hs_stream_size(db_streaming, &stream_size);
        if (err == HS_SUCCESS) {
            cout << "Streaming mode Hyperscan stream state size: "
                 << stream_size << " bytes (per stream)." << endl;
        } else {
            cout << "Error getting stream state size" << endl;
        }
    }
};

// helper function - see end of file
static void parseFile(const char *filename, vector<string> &patterns,
                      vector<unsigned> &flags, vector<unsigned> &ids);

static hs_database_t *buildDatabase(const vector<const char *> &expressions,
                                    const vector<unsigned> flags,
                                    const vector<unsigned> ids,
                                    unsigned int mode) {
    hs_database_t *db;
    hs_compile_error_t *compileErr;
    hs_error_t err;

    Clock clock;
    clock.start();

    err = hs_compile_multi(expressions.data(), flags.data(), ids.data(),
                           expressions.size(), mode, nullptr, &db, &compileErr);

    clock.stop();

    if (err != HS_SUCCESS) {
        if (compileErr->expression < 0) {
            // The error does not refer to a particular expression.
            cerr << "ERROR: " << compileErr->message << endl;
        } else {
            cerr << "ERROR: Pattern '" << expressions[compileErr->expression]
                 << "' failed compilation with error: " << compileErr->message
                 << endl;
        }
        // As the compileErr pointer points to dynamically allocated memory, if
        // we get an error, we must be sure to release it. This is not
        // necessary when no error is detected.
        hs_free_compile_error(compileErr);
        exit(-1);
    }

    cout << "Hyperscan " << (mode == HS_MODE_STREAM ? "streaming" : "block")
         << " mode database compiled in " << clock.seconds() << " seconds."
         << endl;

    return db;
}

/**
 * This function will read in the file with the specified name, with an
 * expression per line, ignoring lines starting with '#' and build a Hyperscan
 * database for it.
 */
static void databasesFromFile(const char *filename,
                              hs_database_t **db_streaming,
                              hs_database_t **db_block) {
    // hs_compile_multi requires three parallel arrays containing the patterns,
    // flags and ids that we want to work with. To achieve this we use
    // vectors and new entries onto each for each valid line of input from
    // the pattern file.
    vector<string> patterns;
    vector<unsigned> flags;
    vector<unsigned> ids;

    // do the actual file reading and string handling
    parseFile(filename, patterns, flags, ids);

    // Turn our vector of strings into a vector of char*'s to pass in to
    // hs_compile_multi. (This is just using the vector of strings as dynamic
    // storage.)
    vector<const char*> cstrPatterns;
    for (const auto &pattern : patterns) {
        cstrPatterns.push_back(pattern.c_str());
    }

    cout << "Compiling Hyperscan databases with " << patterns.size()
         << " patterns." << endl;

    *db_streaming = buildDatabase(cstrPatterns, flags, ids, HS_MODE_STREAM);
    *db_block = buildDatabase(cstrPatterns, flags, ids, HS_MODE_BLOCK);
}

static void usage(const char *prog) {
    cerr << "Usage: " << prog << " [-n repeats] <pattern file> <pcap file>" << endl;
}

// Main entry point.
int main(int argc, char **argv) {
    unsigned int repeatCount = 1;

    // Process command line arguments.
    int opt;
    while ((opt = getopt(argc, argv, "n:")) != -1) {
        switch (opt) {
        case 'n':
            repeatCount = atoi(optarg);
            break;
        default:
            usage(argv[0]);
            exit(-1);
        }
    }

    if (argc - optind != 2) {
        usage(argv[0]);
        exit(-1);
    }

    const char *patternFile = argv[optind];
    const char *pcapFile = argv[optind + 1];

    // Read our pattern set in and build Hyperscan databases from it.
    cout << "Pattern file: " << patternFile << endl;
    hs_database_t *db_streaming, *db_block;
    databasesFromFile(patternFile, &db_streaming, &db_block);

    // Read our input PCAP file in
    Benchmark bench(db_streaming, db_block);
    cout << "PCAP input file: " << pcapFile << endl;
    if (!bench.readStreams(pcapFile)) {
        cerr << "Unable to read packets from PCAP file. Exiting." << endl;
        exit(-1);
    }

    if (repeatCount != 1) {
        cout << "Repeating PCAP scan " << repeatCount << " times." << endl;
    }

    bench.displayStats();

    Clock clock;

    // Streaming mode scans.
    double secsStreamingScan = 0.0, secsStreamingOpenClose = 0.0;
    for (unsigned int i = 0; i < repeatCount; i++) {
        // Open streams.
        clock.start();
        bench.openStreams();
        clock.stop();
        secsStreamingOpenClose += clock.seconds();

        // Scan all our packets in streaming mode.
        clock.start();
        bench.scanStreams();
        clock.stop();
        secsStreamingScan += clock.seconds();

        // Close streams.
        clock.start();
        bench.closeStreams();
        clock.stop();
        secsStreamingOpenClose += clock.seconds();
    }

    // Collect data from streaming mode scans.
    size_t bytes = bench.bytes();
    double tputStreamScanning = (bytes * 8 * repeatCount) / secsStreamingScan;
    double tputStreamOverhead = (bytes * 8 * repeatCount) / (secsStreamingScan + secsStreamingOpenClose);
    size_t matchesStream = bench.matches();
    double matchRateStream = matchesStream / ((bytes * repeatCount) / 1024.0); // matches per kilobyte

    // Scan all our packets in block mode.
    bench.clearMatches();
    clock.start();
    for (unsigned int i = 0; i < repeatCount; i++) {
        bench.scanBlock();
    }
    clock.stop();
    double secsScanBlock = clock.seconds();

    // Collect data from block mode scans.
    double tputBlockScanning = (bytes * 8 * repeatCount) / secsScanBlock;
    size_t matchesBlock = bench.matches();
    double matchRateBlock = matchesBlock / ((bytes * repeatCount) / 1024.0); // matches per kilobyte

    cout << endl << "Streaming mode:" << endl << endl;
    cout << "  Total matches: " << matchesStream << endl;
    cout << std::fixed << std::setprecision(4);
    cout << "  Match rate:    " << matchRateStream << " matches/kilobyte" << endl;
    cout << std::fixed << std::setprecision(2);
    cout << "  Throughput (with stream overhead): "
              << tputStreamOverhead/1000000 << " megabits/sec" << endl;
    cout << "  Throughput (no stream overhead):   "
              << tputStreamScanning/1000000 << " megabits/sec" << endl;

    cout << endl << "Block mode:" << endl << endl;
    cout << "  Total matches: " << matchesBlock << endl;
    cout << std::fixed << std::setprecision(4);
    cout << "  Match rate:    " << matchRateBlock << " matches/kilobyte" << endl;
    cout << std::fixed << std::setprecision(2);
    cout << "  Throughput:    "
              << tputBlockScanning/1000000 << " megabits/sec" << endl;

    cout << endl;
    if (bytes < (2*1024*1024)) {
        cout << endl << "WARNING: Input PCAP file is less than 2MB in size." << endl
                  << "This test may have been too short to calculate accurate results." << endl;
    }

    // Close Hyperscan databases
    hs_free_database(db_streaming);
    hs_free_database(db_block);

    return 0;
}

/**
 * Helper function to locate the offset of the first byte of the payload in the
 * given ethernet frame. Offset into the packet, and the length of the payload
 * are returned in the arguments @a offset and @a length.
 */
static bool payloadOffset(const unsigned char *pkt_data, unsigned int *offset,
                          unsigned int *length) {
    const ip *iph = (const ip *)(pkt_data + sizeof(ether_header));
    const tcphdr *th = nullptr;

    // Ignore packets that aren't IPv4
    if (iph->ip_v != 4) {
        return false;
    }

    // Ignore fragmented packets.
    if (iph->ip_off & htons(IP_MF|IP_OFFMASK)) {
        return false;
    }

    // IP header length, and transport header length.
    unsigned int ihlen = iph->ip_hl * 4;
    unsigned int thlen = 0;

    switch (iph->ip_p) {
    case IPPROTO_TCP:
        th = (const tcphdr *)((const char *)iph + ihlen);
        thlen = th->th_off * 4;
        break;
    case IPPROTO_UDP:
        thlen = sizeof(udphdr);
        break;
    default:
        return false;
    }

    *offset = sizeof(ether_header) + ihlen + thlen;
    *length = sizeof(ether_header) + ntohs(iph->ip_len) - *offset;

    return *length != 0;
}

static unsigned parseFlags(const string &flagsStr) {
    unsigned flags = 0;
    for (const auto &c : flagsStr) {
        switch (c) {
        case 'i':
            flags |= HS_FLAG_CASELESS; break;
        case 'm':
            flags |= HS_FLAG_MULTILINE; break;
        case 's':
            flags |= HS_FLAG_DOTALL; break;
        case 'H':
            flags |= HS_FLAG_SINGLEMATCH; break;
        case 'V':
            flags |= HS_FLAG_ALLOWEMPTY; break;
        case '8':
            flags |= HS_FLAG_UTF8; break;
        case 'W':
            flags |= HS_FLAG_UCP; break;
        case '\r': // stray carriage-return
            break;
        default:
            cerr << "Unsupported flag \'" << c << "\'" << endl;
            exit(-1);
        }
    }
    return flags;
}

static void parseFile(const char *filename, vector<string> &patterns,
                      vector<unsigned> &flags, vector<unsigned> &ids) {
    ifstream inFile(filename);
    if (!inFile.good()) {
        cerr << "ERROR: Can't open pattern file \"" << filename << "\"" << endl;
        exit(-1);
    }

    for (unsigned i = 1; !inFile.eof(); ++i) {
        string line;
        getline(inFile, line);

        // if line is empty, or a comment, we can skip it
        if (line.empty() || line[0] == '#') {
            continue;
        }

        // otherwise, it should be ID:PCRE, e.g.
        //  10001:/foobar/is

        size_t colonIdx = line.find_first_of(':');
        if (colonIdx == string::npos) {
            cerr << "ERROR: Could not parse line " << i << endl;
            exit(-1);
        }

        // we should have an unsigned int as an ID, before the colon
        unsigned id = std::stoi(line.substr(0, colonIdx).c_str());

        // rest of the expression is the PCRE
        const string expr(line.substr(colonIdx + 1));

        size_t flagsStart = expr.find_last_of('/');
        if (flagsStart == string::npos) {
            cerr << "ERROR: no trailing '/' char" << endl;
            exit(-1);
        }

        string pcre(expr.substr(1, flagsStart - 1));
        string flagsStr(expr.substr(flagsStart + 1, expr.size() - flagsStart));
        unsigned flag = parseFlags(flagsStr);

        patterns.push_back(pcre);
        flags.push_back(flag);
        ids.push_back(id);
    }
}

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Client Stories

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Our clients’ success stories speak volumes about our commitment to excellence. Don’t just take our word for it—hear directly from the brands we’ve partnered with. Their testimonials highlight our ability to bring visions to life and create a lasting impact on their businesses.

“Beegazpacho feels like an extension of our team. Their content marketing and social media expertise have elevated our brand. They listen, adapt, and always deliver on time. We look forward to continuing this partnership.”

— Sarah Williams

Head of Marketing, GreenPlanet Apparel

“Beegazpacho’s data-driven strategies helped us improve our online ads, optimize our website, and enhance branding. We’ve seen great ROI and increased visibility. Their professionalism is unmatched.”

— Arvind Shah

CEO, InnovateTech Solutions

“Partnering with Beegazpacho has been a game-changer for our brand. Their creative ad campaigns and SEO services have boosted our online presence and significantly increased leads and sales. We couldn’t ask for a better partner!”

— Rina Kapoor

Marketing Director, Luxury Home Interiors

“Beegazpacho feels like an extension of our team. Their content marketing and social media expertise have elevated our brand. They listen, adapt, and always deliver on time. We look forward to continuing this partnership.”

— Sarah Williams

Head of Marketing, GreenPlanet Apparel

“Beegazpacho’s data-driven strategies helped us improve our online ads, optimize our website, and enhance branding. We’ve seen great ROI and increased visibility. Their professionalism is unmatched.”

— Arvind Shah

CEO, InnovateTech Solutions

“Partnering with Beegazpacho has been a game-changer for our brand. Their creative ad campaigns and SEO services have boosted our online presence and significantly increased leads and sales. We couldn’t ask for a better partner!”

— Rina Kapoor

Marketing Director, Luxury Home Interiors