GEX thesis source code, full text, references
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gex-thesis/ch.pc_software.tex

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\chapter{Client Software}
With the communication protocol clearly defined in chapters~\ref{sec:tinyframe} and~\ref{sec:units-overview}, respective~\ref{sec:wireless} for the wireless gateway, the implementation of a client software is relatively straightforward. Two proof-of-concept client libraries have been developed, in languages C and Python.
\section{General Library Structure}
The structure of a GEX support library is in all cases similar:
\begin{itemize}
\item \textbf{USB or serial port access}
This is the only platform-dependent part of the library. Unix-based systems provide a standardized POSIX API to configure the serial port. A raw access to \gls{USB} endpoints is possible using the libUSB C library. Access to the serial port or \gls{USB} from C on MS Windows has not been investigated, but should be possible using proprietary APIs.
Accessing the serial port or \gls{USB} endpoints from Python is more straightforward thanks to the cross platform libraries \textit{PySerial} and \textit{PyUSB}.
\item \textbf{TinyFrame}
The \textit{TinyFrame} protocol library can be used directly in desktop C applications, and it has been ported to Python and other languages.
\item \textbf{Higher-level GEX logic}
The host side of the communication protocol described in chapter~\ref{sec:tinyframe} should be implemented as a part of the library. This includes the reading and writing of configuration files, unit list read-out, command payload building, and asynchronous event parsing.
Additional utilities may be defined on top of this basic protocol support for the command API of different GEX units, as described in~\ref{sec:units-overview}. Those unit-specific ``drivers'' are available in the provided Python library.
\end{itemize}
\section{Python Library}
The Python GEX library it implements both serial port and raw USB endpoint access, and includes support classes for each unit type. Its development has been proritized over the C library because of its potential to integrate with MATLAB, and the general ease-of-use that comes with the Python syntax.
The library is composed of a \textit{transport}, the core class called \textit{client}, and unit classes. Three transport implementations have been developed; the gateway is accessed by wrapping either of the transports in an instance of \mono{DongleAdapter}.
\begin{itemize}
\item \mono{TrxSerialSync} -- virtual serial port access with polling for a response
\item \mono{TrxSerialThread} -- virtual serial port access with a polling thread and semaphore-based notifications
\item \mono{TrxRawUSB} -- similar to \mono{TrxSerialThread}, but using a raw USB endpoint access
\end{itemize}
The unit classes wrap the command and event \gls{API} described in chapter~\ref{sec:units-overview}; all classes and methods are annotated by documentation comments for easy understanding.
An example Python program showing a pattern with the \gls{LED} matrix driver IS31FL3730 is presented below as an illustration of the library usage. A photo of the produced pattern can be seen in figure~\ref{fig:pydemo}.
\todo[inline]{add left line next to this listing}
\begin{minted}{python}
#!/bin/env python3
import gex
with gex.Client(gex.TrxRawUSB()) as client:
bus = gex.I2C(client, 'i2c')
addr = 0x61
bus.write_reg(addr, 0x00, 0b00011000) # dual matrix
bus.write_reg(addr, 0x0D, 0b00001110) # 34 mA
bus.write_reg(addr, 0x19, 64) # set brightness
# matrix 1
bus.write_reg(addr, 0x01, [
0xAA, 0x55, 0xAA, 0x55,
0xAA, 0x55, 0xAA, 0x55
])
# matrix 2
bus.write_reg(addr, 0x0E, [
0xFF, 0x00, 0xFF, 0x00,
0xFF, 0x00, 0xFF, 0x00
])
# update display
bus.write_reg(addr, 0x0C, 0x01)
\end{minted}
\begin{figure}[h]
\centering
\includegraphics[width=.7\textwidth] {img/phatmtx.jpg}
\caption{\label{fig:pydemo}GEX Zero with the Micro Dot pHAT add-on board showing a test pattern}
\end{figure}
\section{MATLAB integration}
The Python library can be accessed from MATLAB scripts thanks to the MATLAB's two-way Python integration~\cite{matlabpy}. Controlling GEX from MATLAB may be useful when additional processing is required, e.g. with data from the \gls{ADC}; however, in many cases, an open source alternative native to Python exists that could be used for the same purpose, such as the NumPy and SciPy libraries~\cite{numpyscipy}.
\todo[inline]{add a matlab example}
\section{C Library}
The C library is more simplistic than the Python one; it supports only the serial port transport (\gls{UART} or \gls{CDCACM}) and does not implement asynchronous polling or the unit support drivers. What \textit{is} implement---the transport, a basic protocol handler, and payload building and parsing utilities---is sufficient for most applications, though less convenient than the Python library.
This low-level library is intended for applications where the performance of the Python implementation is insufficient, or where an integration with existing C code is required. The full \gls{API} can be found in the library header files. A C version of the example Python script controlling a \gls{LED} matrix driver follows:
\todo[inline]{add the example}
\todo[inline]{Measurement / evaluation examples here...}