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Copy pathPercentile_CXX.cpp
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407 lines (378 loc) · 16.2 KB
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/*
* Copyright (C) 2025: Arizona Board of Regents on Behalf of the University of Arizona
*/
// This is a client that connects to the first server it encounters and runs an example
// image analysis in C++ on the data stream coming from one of the cameras. It gets a
// subset of the frames from the camera over time so that it can keep up.
/**
* @file Percentile_CXX.cpp
* @brief Apache Strap-Down Pilotage example analysis module using C++.
*
* @author ReliaSolve.
* @date August 25, 2025.
*/
#include <iostream>
#include <chrono>
#include <algorithm>
#include <vector>
#include <ASDP_Core_API.h>
#include <ASDP_StreamPacketSortedQueue.h>
using namespace asdp;
std::shared_ptr<Message> WaitForMessageType(std::shared_ptr<Receiver> receiver, MessageID type, float seconds)
{
std::shared_ptr<Message> empty; ///< We return this on failure.
std::chrono::steady_clock::time_point start = std::chrono::steady_clock::now();
do {
std::shared_ptr<StreamPacket> response;
size_t offset = 0;
Status status = receiver->ReceiveStreamPacket(0, response, offset);
if ((status != OKAY) && (status != TIMEOUT)) {
return empty;
}
if (response != nullptr) {
std::shared_ptr<Message> message;
status = response->GetNextMessage(message);
if (status != OKAY) {
return empty;
}
while (message != nullptr) {
MessageID messageType;
status = message->GetType(messageType);
if (status != OKAY) {
return empty;
}
if (messageType == type) {
// Worked!
return message;
}
status = response->GetNextMessage(message);
if (status != OKAY) {
return empty;
}
}
}
} while (std::chrono::duration<double>(std::chrono::steady_clock::now() - start).count() <= seconds);
return empty;
}
void usage(std::string progName)
{
std::cerr << "Usage: " << progName << " [options] <ip_address> <percentile>" << std::endl;
std::cerr << " <ip_address> is the IP address to listen on for servers." << std::endl;
std::cerr << " <percentile> is the floating-point percentile value to compute (0-100)." << std::endl;
std::cerr << " Options:" << std::endl;
std::cerr << " --canera <camera_id> Specify the camera ID to analyze (default is 1)." << std::endl;
std::cerr << " --frame-stride <n> Read one out of every n frames (default is 1)." << std::endl;
std::cerr << " --duration <seconds> Run for this many seconds (default is 10)." << std::endl;
std::cerr << " The program will connect to the first server it finds and analyze images from one of its cameras." << std::endl;
}
int main(int argc, char** argv)
{
uint32_t frameStride = 1; ///< Read one out of every this many frames. Set to 1 for every frame.
float durationSeconds = 10; ///< Run for this many seconds
std::string ip_address;
double percentile = 50.0; ///< Percentile to compute (0-100)
size_t realParams = 0;
uint32_t camID = 1;
// Parse the command line arguments, with the first non-flag argument being the
// name of the IP address to listen on. There is a --serial flag to specify
// the serial number of the server, which defaults to 1.
for (int i = 1; i < argc; ++i) {
if (argv[i] == std::string("--help") || argv[i] == std::string("-h")) {
usage(argv[0]);
return 0;
} else if (argv[i] == std::string("--frame-stride")) {
if (++i >= argc) {
std::cerr << "Missing value for --frame-stride" << std::endl;
usage(argv[0]);
return 1;
}
frameStride = static_cast<uint32_t>(std::stoi(argv[i]));
} else if (argv[i] == std::string("--duration")) {
if (++i >= argc) {
std::cerr << "Missing value for --duration" << std::endl;
usage(argv[0]);
return 1;
}
durationSeconds = static_cast<float>(std::stof(argv[i]));
} else if (argv[i] == std::string("--camera")) {
if (++i >= argc) {
std::cerr << "Missing value for --camera" << std::endl;
usage(argv[0]);
return 1;
}
camID = static_cast<uint32_t>(std::stoi(argv[i]));
if (camID < 1) {
std::cerr << "Camera ID must be at least 1." << std::endl;
usage(argv[0]);
return 1;
}
} else if (argv[i][0] == '-' ) {
std::cerr << "Unknown flag: " << argv[i] << std::endl;
usage(argv[0]);
return 1;
} else switch (realParams++) {
case 0:
ip_address = argv[i];
break;
case 1:
percentile = std::stod(argv[i]);
if ((percentile < 0.0) || (percentile > 100.0)) {
std::cerr << "Percentile must be between 0 and 100." << std::endl;
usage(argv[0]);
return 1;
}
break;
default:
std::cerr << "Unexpected parameter: " << argv[i] << std::endl;
usage(argv[0]);
return 2;
}
}
if (realParams != 2) {
usage(argv[0]);
return 2;
}
// Open a client, specifying the IP address to listen on.
CoreClient client(ip_address);
if (client.GetConstructorStatus() != OKAY) {
std::cerr << "Failed to open client: " << ErrorMessage(client.GetConstructorStatus()) << std::endl;
return 3;
}
std::cout << "Listening for servers on " << ip_address << std::endl;
// Wait for up to two seconds to allow servers to send Discovery messages.
std::chrono::steady_clock::time_point start = std::chrono::steady_clock::now();
std::map<uint32_t, std::string> servers;
Status threadStatus;
Status status;
do {
status = client.GetDiscoveryThreadStatus(threadStatus);
if (status != OKAY) {
std::cerr << "Failed to get discovery thread status: " << ErrorMessage(status) << std::endl;
return 4;
}
if (threadStatus != OKAY) {
std::cerr << "Discovery thread status: " << ErrorMessage(threadStatus) << std::endl;
return 5;
}
status = client.IdentifiedServers(servers);
if (status != OKAY) {
std::cerr << "Failed to get identified servers: " << ErrorMessage(status) << std::endl;
return 6;
}
if (!servers.empty()) { break; }
std::this_thread::sleep_for(std::chrono::milliseconds(100));
} while (std::chrono::duration<double>(std::chrono::steady_clock::now() - start).count() <= 2.0);
if (servers.empty()) {
std::cerr << "No servers found; be sure to run the server first." << std::endl;
return 7;
}
std::cout << "Servers found: " << servers.size() << std::endl;
for (const auto& server : servers) {
std::cout << " " << server.second << std::endl;
}
// Connect to the first server found.
std::cout << "Connecting to " << servers.begin()->second << std::endl;
uint16_t major, minor, patch;
status = client.ConnectToServer(servers.begin()->second, major, minor, patch);
if (status != OKAY) {
std::cerr << "Failed to connect to server: " << ErrorMessage(status) << std::endl;
return 8;
}
std::cout << " Connected to server version " << major << "." << minor << "." << patch
<< " with serial number " << servers.begin()->first << std::endl;
// Get the main stream receiver
std::shared_ptr<Receiver> receiver;
status = client.GetMainStreamReceiver(receiver);
if (status != OKAY) {
std::cerr << "Failed to get main stream receiver: " << ErrorMessage(status) << std::endl;
return 10;
}
// Ensure that we get a state message from the server within a reasonable time.
// Report information about the cameras that were found.
std::shared_ptr<Message> msg = WaitForMessageType(receiver, STATE, 5.0);
if (msg == nullptr) {
std::cerr << "Did not get state message." << std::endl;
return 12;
}
MessageState state(*msg);
if (state.GetConstructorStatus() != OKAY) {
std::cerr << "Failed to construct state message: " << ErrorMessage(state.GetConstructorStatus()) << std::endl;
return 13;
}
std::vector<CameraInfo> cameras;
status = state.GetCameras(cameras);
std::cout << "Found " << cameras.size() << " cameras" << std::endl;
// If we have a valid camera ID, analyze it.
if (camID > cameras.size()) {
std::cerr << "Camera ID " << camID << " is invalid; this server has " << cameras.size() << " cameras." << std::endl;
return 20;
}
{
// Find the minimum period for the camera and which internal trigger ID it uses, then
// configure the trigger to run at that rate.
TriggerInfo ti;
ti.ID = cameras[camID - 1].trigger;
ti.mode = 1;
ti.period = cameras[camID - 1].minTriggerPeriod;
ti.offset = 0;
ti.trackingFactor = 0.5;
status = client.SendCommandPacket(CommandPacketConfigureTrigger(ti));
if (status != OKAY) {
std::cerr << "Failed to configure trigger: " << ErrorMessage(status) << std::endl;
return 29;
}
// Construct a UDP receiver for a stream from the camera.
ReceiverUDP receiverUDP;
if (receiverUDP.GetConstructorStatus() != OKAY) {
std::cerr << "Error constructing ReceiverUDP: " << ErrorMessage(receiverUDP.GetConstructorStatus()) << std::endl;
return 30;
}
uint16_t port;
asdp::Status status = receiverUDP.GetPort(port);
if (status != asdp::OKAY) {
std::cerr << "Error getting port from ReceiverUDP: " << ErrorMessage(status) << std::endl;
return 31;
}
std::cout << "Analyzing every " << frameStride << " images from camera " << camID << " on port " << port
<< " for " << durationSeconds << " seconds" << std::endl;
// Request the camera to stream full-frame images once every frameStride frames.
StreamEndpoint endpoint(ip_address, port);
SubregionDescription region;
region.cameraID = camID;
region.skipFrames = frameStride - 1;
region.startTimeSeconds = 0;
region.startTimeMicroseconds = 0;
region.left = 0;
region.top = 0;
region.right = cameras[camID - 1].width - 1;
region.bottom = cameras[camID - 1].height - 1;
status = client.SendCommandPacket(CommandPacketStreamSubregion(endpoint, region));
if (status != OKAY) {
std::cerr << "Failed to stream images: " << ErrorMessage(status) << std::endl;
return 32;
}
// Use a sorting queue to ensure that we process the messages in order even if the UDP packets
// arrive out of order.
StreamPacketSortedQueue sortedQueue(50);
// Do analysis on frames until we've run for the specified duration.
// We initialize the data every FRAME_BEGIN, accumulate over all FRAME_DATA, and complete at FRAME_END
start = std::chrono::steady_clock::now();
size_t numFrames = 0;
std::vector<double> allPixels;
do {
// Get the next packet.
std::shared_ptr<asdp::StreamPacket> packet;
size_t offset = 0;
status = receiverUDP.ReceiveStreamPacket(10.0, packet, offset);
if (status != asdp::OKAY) {
std::cerr << "Error receiving StreamPacket: " << ErrorMessage(status) << std::endl;
return 33;
}
// Add to the sorted queue and then handle any messages that are ready to be processed.
std::list< std::shared_ptr<StreamPacket> > readyPackets = sortedQueue.AddPacket(packet);
if (readyPackets.size() > 1) {
std::cerr << "Warning: More than one packet ready to process (re-ordered or missing packet)." << std::endl;
}
while (!readyPackets.empty()) {
std::shared_ptr<asdp::StreamPacket> receiveStreamPacket = readyPackets.front();
readyPackets.pop_front();
// Get and handle all messages from the packet.
std::shared_ptr<asdp::Message> message;
status = receiveStreamPacket->GetNextMessage(message);
if (status != asdp::OKAY) {
std::cerr << "Error getting message from packet: " << ErrorMessage(status) << std::endl;
return 35;
}
while (message != nullptr) {
asdp::MessageID rID;
status = message->GetType(rID);
if (status != asdp::OKAY) {
std::cerr << "Error getting type from message: " << ErrorMessage(status) << std::endl;
return 36;
}
if (rID == CONSOLIDATED_FRAME_DATA) {
MessageConsolidatedFrameData frameData(*message);
if (frameData.GetConstructorStatus() != asdp::OKAY) {
std::cerr << "Error constructing FrameData message: " << ErrorMessage(frameData.GetConstructorStatus()) << std::endl;
return 37;
}
bool isBeginFrame;
status = frameData.GetBeginFrameFlag(isBeginFrame);
if (status != asdp::OKAY) {
std::cerr << "Error getting begin frame flag from FrameData message: " << ErrorMessage(status) << std::endl;
return 39;
}
if (isBeginFrame) {
allPixels.clear();
}
// Find out how many pixels are in the frame and sum their values.
if (frameData.GetConstructorStatus() != asdp::OKAY) {
std::cerr << "Error constructing FrameData message: " << ErrorMessage(frameData.GetConstructorStatus()) << std::endl;
return 37;
}
uint16_t left, right, top, bottom;
status = frameData.GetLeft(left);
if (status != asdp::OKAY) {
std::cerr << "Error getting left from FrameData message: " << ErrorMessage(status) << std::endl;
return 38;
}
status = frameData.GetRight(right);
if (status != asdp::OKAY) {
std::cerr << "Error getting right from FrameData message: " << ErrorMessage(status) << std::endl;
return 39;
}
status = frameData.GetTop(top);
if (status != asdp::OKAY) {
std::cerr << "Error getting top from FrameData message: " << ErrorMessage(status) << std::endl;
return 40;
}
status = frameData.GetBottom(bottom);
if (status != asdp::OKAY) {
std::cerr << "Error getting bottom from FrameData message: " << ErrorMessage(status) << std::endl;
return 41;
}
uint8_t* rawData;
status = frameData.GetDataPointer(rawData);
if (status != asdp::OKAY) {
std::cerr << "Error getting data pointer from FrameData message: " << ErrorMessage(status) << std::endl;
return 42;
}
uint16_t* data = reinterpret_cast<uint16_t*>(rawData);
uint16_t stride = (right - left + 1);
for (uint16_t y = 0; y <= bottom - top; ++y) {
for (uint16_t x = 0; x <= right - left; ++x) {
allPixels.push_back(data[y * stride + x]);
}
}
bool isEndFrame;
status = frameData.GetEndFrameFlag(isEndFrame);
if (status != asdp::OKAY) {
std::cerr << "Error getting end frame flag from FrameData message: " << ErrorMessage(status) << std::endl;
return 42;
}
if (isEndFrame) {
// Sort the pixels and find the specified percentile value.
std::sort(allPixels.begin(), allPixels.end());
size_t index = static_cast<size_t>((percentile / 100.0) * (allPixels.size() - 1) + 0.5);
std::cout << " Frame " << ++numFrames << " has " << percentile << " percentile value " << allPixels[index] << std::endl;
}
}
status = receiveStreamPacket->GetNextMessage(message);
if (status != asdp::OKAY) {
std::cerr << "Error getting first message from packet: " << ErrorMessage(status) << std::endl;
return 43;
}
}
}
} while (std::chrono::duration<double>(std::chrono::steady_clock::now() - start).count() <= durationSeconds);
std::cout << "Analyzed " << numFrames << " images." << std::endl;
// Turn off streaming.
status = client.SendCommandPacket(CommandPacketCancelSubregion(camID, endpoint));
if (status != OKAY) {
std::cerr << "Failed to cancel stream images: " << ErrorMessage(status) << std::endl;
return 44;
}
}
std::cout << std::endl << "Success!" << std::endl;
return 0;
}