Programming Reference:SignalSharingDemo Signal Processing
Location
src/core/SignalProcessing/SignalSharingDemo
Synopsis
The SignalSharingDemo signal processing module demonstrates how to share signal data with an external application, using shared memory.
Inheritance
The SignalSharingDemoFilter signal processing filter derives from GenericFilter.
Function
The SignalSharingDemoFilter shares its input signal through a GenericSignal object which has been linked to a shared memory block using GenericSignal::ShareAcrossModules(). A dedicated thread waits for signal updates, and sends signal data out to a separate application waiting on a TCP/IP connection.
When the client application is running on a separate machine, full signal data are sent over the network. When the client is running on the same machine, only a reference to a shared memory block is sent. On the application side, unserializing the signal will transparently bind it to the shared memory block if available.
The client application visualizes signal data by plotting normalized signals on a circle.
Filter Code
The code example uses a pointer to an internal private struct to hide implementation details from the outer header file of the filter class (PIMPL idiom).
Declaration of internal variables
#include "Thread.h"
#include "WaitableEvent.h"
#include "Sockets.h"
#include "Streambuf.h"
struct SignalSharingDemoFilter::Private
{
// A socket for a connection to the client application.
ClientTCPSocket mSocket;
// A signal to be shared.
GenericSignal mSharedSignal;
// An event to notify the sender thread when new signal data is available.
WaitableEvent mSignalAvailable;
// An object to wrap a call to SenderThreadFunc().
MemberCall<void(Private*)> mSenderThreadCall;
// The sender thread.
Thread mSenderThread;
Private();
void SenderThreadFunc();
};
Initialization of internal variables
SignalSharingDemoFilter::Private::Private()
: mSenderThreadCall(&Private::SenderThreadFunc, this),
mSenderThread(&mSenderThreadCall, "Signal Sharing Demo Sender"),
mSignalAvailable(true)
{
mSocket.SetTCPNodelay(true);
mSocket.SetFlushAfterWrite(true);
}
Sender thread
The sender thread waits for the "signal available" event to be triggered, and then calls Serialize() on the shared signal in order to notify the client. Using an extra thread is not a must but moves any time delay due to sending data over the network from the main thread into the extra thread. Otherwise, a slow connection or a large amount of data would contribute to the system's processing delay.
void SignalSharingDemoFilter::Private::SenderThreadFunc()
{
if (mSocket.Connected())
{
UnbufferedIO buf;
buf.SetOutput(&mSocket.Output());
// A message channel wraps up BCI2000 objects into BCI2000 messages.
MessageChannel messageChannel(buf);
messageChannel.Send(mSharedSignal.Properties()); // send signal properties first
while (mSignalAvailable.Wait()) // will return false when Thread::Terminate() has been called
{
if (!messageChannel.Send(mSharedSignal)) // will transmit memory reference, or signal, depending on
// whether ShareAcrossModules() has been called
{
bciwarn << "Could not send signal, giving up";
mSenderThread.Terminate();
}
}
messageChannel.Send(GenericSignal()); // empty signal to indicate end of data
}
}
Filter Initialize() function
The filter connects to the local or remote network address in the SignalSharingDemoClientAddress parameter and allocates signal data according to input signal properties. If the connection is through a local socket, the filter switches the signal to shared memory by calling GenericSignal::ShareAcrossModules(). Otherwise, it proceeds with a standard GenericSignal, which is transmitted in full rather than as a shared memory reference.
void
SignalSharingDemoFilter::Initialize(const SignalProperties& Input, const SignalProperties& Output)
{
std::string addr = Parameter("SignalSharingDemoClientAddress");
if(!addr.empty())
{ // connect to the client side
p->mSocket.Open(addr);
// initialize shared signal from input signal properties
p->mSharedSignal = GenericSignal(Input);
if(!p->mSocket.Connected())
{
bciwarn << "Cannot connect to " << addr;
}
else if(p->mSocket.Connected() == Socket::local) // only use shared memory when connected locally
{
p->mSharedSignal.ShareAcrossModules();
bciwarn << "Locally connected to " << addr << ", using shared memory";
}
else // otherwise, full data will be transmitted over network (slower)
{
bciwarn << "Remotely connected to " << addr << ", transmitting data through network";
}
}
}
Filter StartRun() and StopRun() functions
StartRun() and StopRun() start resp. stop the sender thread.
void
SignalSharingDemoFilter::StartRun()
{
p->mSenderThread.Start();
}
void
SignalSharingDemoFilter::StopRun()
{
p->mSenderThread.Terminate();
}
Filter Process() function
The Process() function calls GenericSignal::AssignValues() to assign the shared signal's entries without affecting its shared memory representation. Then, it sets the "signal available" event to the signaled state.
void
SignalSharingDemoFilter::Process(const GenericSignal& Input, GenericSignal& Output)
{
Output = Input;
p->mSharedSignal.AssignValues(Input);
p->mSignalAvailable.Set();
}
Client application code
Declaration of internal variables
#include "SignalSharingDemoWidget.h"
#include "Sockets.h"
#include "StringUtils.h"
#include "Streambuf.h"
#include "Thread.h"
#include "GenericSignal.h"
#include "Synchronized.h"
#include "Runnable.h"
#include <QPaintEvent>
#include <QPainter>
struct SignalSharingDemoWidget::Private
{
SignalSharingDemoWidget* mpSelf;
std::vector<QColor> mSignalColors;
ServerTCPSocket mListeningSocket;
Synchronized<bool> mConnected;
SynchronizedObject<GenericSignal> mpSignal;
Thread mThread;
void ThreadFunc();
MemberCall<void(Private*)> mThreadCall;
void Invalidate();
Private();
};
Initialization of internal variables
SignalSharingDemoWidget::Private::Private()
: mThreadCall(&Private::ThreadFunc, this),
mThread(&mThreadCall, "SignalSharingDemoWidget listening/receiving thread")
{
mSignalColors.resize(8);
for(int i = 0; i < mSignalColors.size(); ++i)
mSignalColors[i].setHsvF(i*1.0/mSignalColors.size(), 1, 0.9);
}
Receiving thread function
By inheriting from the MessageChannel class, the Private object will receive dispatched messages through overridden functions:
struct SignalSharingDemoWidget::Private : MessageChannel
{
...
// MessageChannel overrides
bool OnVisSignalProperties(std::istream&) override;
bool OnVisSignal(std::istream&) override;
};
void SignalSharingDemoWidget::Private::ThreadFunc()
{
while (!mThread.Terminating())
{ // wait for a connection
while (mListeningSocket.Input().Wait())
{ // accept pending connection
ClientTCPSocket clientSocket;
if (mListeningSocket.WaitForAccept(clientSocket, 0))
{
mConnected = true;
Invalidate();
mBuffer.SetInput(&clientSocket.Input());
MessageBuffer::ClearIOState();
while (clientSocket.Input().Wait()) // will be interrupted by Thread::Terminate()
{
MessageChannel::HandleMessage(); // will dispatch to our overridden functions
// as appropriate
}
*mpSignal.Mutable() = GenericSignal();
mConnected = false;
Invalidate();
}
}
}
}
bool SignalSharingDemoWidget::Private::OnVisSignalProperties(std::istream& is)
{
VisSignalProperties properties; // signal properties are wrapped into VisSignalProperties
properties.Unserialize(is);
// The only information we need from signal properties is the sampling rate
// because the signal's dimensions will be transported by signal messages as well.
double sampleDuration = properties.SignalProperties().ElementUnit().RawToPhysicalValue(1);
mSamplingRate = 1.0 / sampleDuration;
return true; // indicate we read our data from the stream
}
bool SignalSharingDemoWidget::Private::OnVisSignal(std::istream& is)
{
VisSignal visSignal; // signals are wrapped into VisSignal messages
visSignal.Unserialize(is);
mpSignal.Mutable()->AssignValues(visSignal.Signal()); // get current signal content
Invalidate(); // request window update
return true; // indicate we read our data from the stream
}
The widget's paintEvent()
void
SignalSharingDemoWidget::paintEvent(QPaintEvent* ev)
{
ev->accept();
WithLocked(pSignal = p->mpSignal.Const()) // lock the signal while reading from it
{
if(pSignal->Empty())
{
QPainter painter(this);
painter.fillRect(ev->rect(), Qt::gray);
painter.setPen(Qt::white);
painter.drawText(geometry(), Qt::AlignCenter,
p->mConnected ? "Waiting for signal ..." : "Waiting for connection ...");
}
else
{
// draw some visualization into the widget
...
}
}
}
Parameters
SignalSharingDemoClientAddress
IP address and port number of the client application.
See also
Programming Reference:GenericSignal Class, SignalSharing Python Demo