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imageProcessing_migrated.fiodl create mode 100644 src/main/java/patternMatch/MapSplitTransformer.java create mode 100644 src/main/java/patternMatch/MapsyMapvTransformer.java create mode 100644 src/main/java/patternMatch/MapsyReducevTransformer.java create mode 100644 src/main/java/patternMatch/NamedSystemGraph.java create mode 100644 src/main/java/patternMatch/ParameterizedMapsyMapvTransformer.java create mode 100644 src/main/java/patternMatch/Transformer.java diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..ea03426 --- /dev/null +++ b/.gitignore @@ -0,0 +1,30 @@ +# Build files +/dist/ +/build/ +/out/ + +# Dependency directories +/node_modules/ +__pycache__/ +/target/ + +# Configuration files +.env +*.local + +# IDE-specific files +.vscode/ +/.idea/ + +# System files +Thumbs.db +.DS_Store + +# Logs and temporary files +*.log +*.tmp +*.swp + +# Secret files +secrets.json + diff --git a/README.md b/README.md new file mode 100644 index 0000000..8503ec8 --- 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"com.github.forsyde.forsyde-io:forsyde-io-java-core:$fioVersion" // or newer + implementation "com.github.forsyde.forsyde-io:forsyde-io-java-libforsyde:$fioVersion" // or newer + implementation "com.github.forsyde.forsyde-io:forsyde-io-java-graphviz:$fioVersion" // or newer // Declare the dependency for your favourite test framework you want to use in your tests. // TestNG is also supported by the Gradle Test task. Just change the diff --git a/development/Makefile b/development/Makefile new file mode 100644 index 0000000..48f0257 --- /dev/null +++ b/development/Makefile @@ -0,0 +1,180 @@ +# LaTeX-Makefile +# +# Author: Jose Edil Medeiros +# Adapted from Ingo Sander original Makefile. +# +# Date: 20170205 +# +# Description: +# This Makefile assumes the following project structure, +# +# base_dir +# | main.tex -- Main tex file +# | Makefile -- This Makefile +# | src/ -- All included tex files (e.g. chapters) +# | include/ -- Style files +# | figs_src/ -- Source for figures (e.g. tikz, svg) +# | figs/ -- Compiled figures +# +# The name of the main file should be explicitly set in the DOCNAME +# variable. During execution of the Makefile, LaTeX-compatible figures +# are generated in the directory ./figs. For compilation of the main +# file, latexmk is invoked to deal with the multi step nature of LaTeX +# compilation. +# +# The following external tools are required: +# - TeXLive 2016. +# - latexmk, for compilation. +# - imagemagick, for figures convertion. +# - inkscape, for svg convertion. +# - xfig, for pictures convertion +# +# This Makefile assumes a MacOSX structure for application +# locations. Customize it for your own needs. +# +# The following rules are supported: +# make +# make clean +# make view + + +# Project-specific settings +DOCNAME = paper + +# Directory structure +BUILD_DIR = build +STYDIR = styles +FINAL_FIGS_DIR = figs-final +SOURCE_FIGS_DIR = figs-src +LATEXDIR = sections +BIBDIR = references + +# Tools +LATEXMK = latexmk +RM = rm -f +CP = cp +MV = mv +MKDIR = mkdir -p +OPEN = open +INKSCAPE = inkscape +A2PING = a2ping +FIG2DEV = fig2dev + + +# Figures source files +S_PDF_FIGS := $(shell find $(SOURCE_FIGS_DIR) -name '*.pdf') +S_EPS_FIGS := $(shell find $(SOURCE_FIGS_DIR) -name '*.eps') +S_TIKZ_FIGS := $(shell find $(SOURCE_FIGS_DIR) -name '*.tex') +S_SVG_FIGS := $(shell find $(SOURCE_FIGS_DIR) -name '*.svg') +S_JPG_FIGS := $(shell find $(SOURCE_FIGS_DIR) -name '*.jpg') +S_PNG_FIGS := $(shell find $(SOURCE_FIGS_DIR) -name '*.png') +S_XFIG_FIGS := $(shell find $(SOURCE_FIGS_DIR) -name '*.fig') + +# Figures targets +PDF_FIGS := $(patsubst $(SOURCE_FIGS_DIR)/%.pdf, $(FINAL_FIGS_DIR)/%.pdf, $(S_PDF_FIGS)) +EPS_FIGS := $(patsubst $(SOURCE_FIGS_DIR)/%.eps, $(FINAL_FIGS_DIR)/%.pdf, $(S_EPS_FIGS)) +TIKZ_FIGS := $(patsubst $(SOURCE_FIGS_DIR)/%.tex, $(FINAL_FIGS_DIR)/%.pdf, $(S_TIKZ_FIGS)) +SVG_FIGS := $(patsubst $(SOURCE_FIGS_DIR)/%.svg, $(FINAL_FIGS_DIR)/%.pdf, $(S_SVG_FIGS)) +JPG_FIGS := $(patsubst $(SOURCE_FIGS_DIR)/%.jpg, $(FINAL_FIGS_DIR)/%.jpg, $(S_jpg_FIGS)) +PNG_FIGS := $(patsubst $(SOURCE_FIGS_DIR)/%.png, $(FINAL_FIGS_DIR)/%.png, $(S_PNG_FIGS)) +XFIG_FIGS := $(patsubst $(SOURCE_FIGS_DIR)/%.fig, $(FINAL_FIGS_DIR)/%.fig, $(S_XFIG_FIGS)) + +# Source files +BIBFILES := $(shell find $(BIBDIR) -name '*.bib') +LATEXFILES := $(shell find $(LATEXDIR) -name '*.tex') +TEXFILES := $(shell find . -name '*.tex') +STYLEFILES := $(shell find . -name '*.sty') + + +# Targets +all: doc +doc: pdf +pdf: $(FINAL_FIGS_DIR) $(DOCNAME).pdf + +# Rules +$(DOCNAME).pdf: $(DOCNAME).tex \ + figures +# $(LATEXFILES) $(STYLEFILES) $(BIBFILES) +# Makefile $(STYLEFILES) $(BIBFILES) + TEXINPUTS=$(TEXINPUTS):$(STYDIR) $(LATEXMK) -synctex=1 -logfilewarninglist -bibtex -pdf -cd- $(DOCNAME) + +view: doc + @$(OPEN) $(DOCNAME).pdf + +mostlyclean: + @$(LATEXMK) -silent -c + @$(RM) *.bbl + @$(RM) *~ + @$(RM) \'\#* + +clean: mostlyclean + @$(LATEXMK) -silent -C + @$(RM) *.run.xml *.synctex.gz + @$(RM) *.d + @$(RM) *.thm + @$(RM) *.pdf + @$(RM) *~ + @$(RM) *.fls + @$(RM) $(LATEXDIR)/*~ + @$(RM) $(STYDIR)/*~ + @$(RM) -r $(FINAL_FIGS_DIR) + +figures: $(PDF_FIGS) \ + $(PNG_FIGS) \ + $(EPS_FIGS) \ + $(XFIG_FIGS) \ + $(JPG_FIGS) \ + $(TIKZ_FIGS) \ + $(SVG_FIGS) + +$(FINAL_FIGS_DIR): + mkdir -p $(FINAL_FIGS_DIR) + +### Rules for figures +### These are Pattern Rules and will match in the +### order they appear in the Makefile + +# Rule for SVG files: use inkscape to convert to pdf +$(FINAL_FIGS_DIR)/%.pdf: $(SOURCE_FIGS_DIR)/%.svg + @$(MKDIR) $(@D) + @$(INKSCAPE) -z -D --export-pdf=$@ $(<) + +# Rule for original EPS figures: use a2ping to convert to pdf +GS_OPTS:= -dPDFX +$(FINAL_FIGS_DIR)/%.pdf: $(SOURCE_FIGS_DIR)/%.eps + @$(MKDIR) $(@D) + @$(A2PING) --gsextra='$(GS_OPTS)' --outfile=$@ $(<) + +# Rule for original JPG figures: copy +$(FINAL_FIGS_DIR)/%.jpg: $(SOURCE_FIGS_DIR)/%.jpg + @$(MKDIR) $(@D) + @$(CP) $< $@ +# Rule for original PNG figures: copy +$(FINAL_FIGS_DIR)/%.png: $(SOURCE_FIGS_DIR)/%.png + @$(MKDIR) $(@D) + @$(CP) $< $@ + +# Rules for Tikz and LaTeX figures +$(FINAL_FIGS_DIR)/%.pdf: $(SOURCE_FIGS_DIR)/%.tex + @echo $(@F) + TEXINPUTS=:$(SOURCE_FIGS_DIR)/:$(STYDIR)/ pdflatex $(*F) + $(MV) $(@F) $@ + $(RM) *.log + $(RM) *.aux + +# Rule for FIG files (xfig) +# Create combined pdf/latex figures from .fig file +$(FINAL_FIGS_DIR)/%.pdf: $(SOURCE_FIGS_DIR)/%.fig +# @$(MKDIR) $(@D) +# $(FIG2DEV) -L pdftex -p dummy $(FIGS_SRC_DIR)/$*.fig > $(FINAL_FIGS_DIR)/$*.pdf +# $(FIG2DEV) -L pdftex_t -p $(FINAL_FIGS_DIR)/$* $(FIGS_SRC_DIR)/$*.fig > $(FINAL_FIGS_DIR)/$*.pdf_t + +# Rule for original PDF figures: copy 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{\small } -- (c.west) node [above left] {\small }; + +\end{tikzpicture}% Comment needs to be here, otherwise space is added! +}% Comment needs to be here, otherwise space is added! +% +% -- Draw cyclic graph +\newsavebox{\cyclic}% Comment needs to be here, otherwise space is added! +\savebox{\cyclic}{% Comment needs to be here, otherwise space is added! +\begin{tikzpicture}[ +font=\sffamily, +signal/.style={rectangle,draw=black,fill=gray!0,thick,minimum size=3mm}, +actor/.style={circle,draw=orange,fill=orange!15,very thick, inner + sep=0pt,minimum size=10mm, node distance=15mm}, +application/.style={rectangle,draw=black,fill=black!10,ultra thick}, +operation/.style={rectangle,rounded corners,draw=black,fill=black!10,ultra thick}, +dot/.style={circle,fill=black,minimum size=5pt,inner sep=0}, +arrow/.style={->,semithick} +] + +\node[actor] (b1) {$B_1$}; +\node[actor] (b2) [xshift=3cm] {$B_2$}; +\node[actor] (b3) [yshift=-1cm, xshift=1.5cm] {$B_3$}; +\draw[arrow] (b1.east) node [above right] {\small } -- (b2.west) node [above left] {\small }; +\draw[arrow] (b2) node [above right] {\small } |- (b3) node [above left] {\small }; +\draw[arrow] (b3) node [above right] {\small } -| (b1) node [above left] {\small }; +\end{tikzpicture}% Comment needs to be here, otherwise space is added! +}% Comment needs to be here, otherwise space is added! +% +\newsavebox{\application}% Comment needs to be here, otherwise space is added! +\savebox{\application}{% Comment needs to be here, otherwise space is added! +\begin{tikzpicture}[ +font=\sffamily +] +\node (acyclic) {\usebox{\acyclic}}; +\node (cyclic) [yshift = -2cm] {\usebox{\cyclic}}; +\end{tikzpicture}% Comment needs to be here, otherwise space is added! +}% Comment needs to be here, otherwise space is added! +% +% ===== DESIGN CONSTRAINTS ===== +% +\newsavebox{\constraints}% Comment needs to be here, otherwise space is added! +\savebox{\constraints}{% Comment needs to be here, otherwise space is added! +\begin{tikzpicture}[ +font=\sffamily, +doc/.style={document,thick,inner sep=10pt,minimum height=5em, minimum width=3em,align=center} +] + \node[doc,draw=green,fill=green!15] (a) at (-2,0) {Appl. \\ A} ; + \node[doc,draw=black,fill=black!15] (a) at (0,0) {Global \\ Constr.} ; + \node[doc,draw=orange,fill=orange!15] (b) at (2,0){Appl. \\ B}; +% \node at (0,\north) [above] {Design Constraints}; +\end{tikzpicture}% Comment needs to be here, otherwise space is added! +}% Comment needs to be here, otherwise space is added! +% +% +% ===== PLATFORM MODEL ===== +% +\newsavebox{\platform}% Comment needs to be here, otherwise space is added! +\savebox{\platform}{% Comment needs to be here, otherwise space is added! +\begin{tikzpicture}[ +font=\sffamily, +resource/.style={rectangle,draw=blue,fill=blue!15,thick,inner sep=3pt,minimum height=2em,minimum width=2em}, +switch/.style={rectangle,draw=red,fill=red!15,thick,inner sep=3pt,minimum height=2em,minimum width=2em}, +channel/.style={thick} +] + +% Set size of NoC +\def\rows{2} +\def\columns{2} + +\pgfmathtruncatemacro\m{int(\columns-1)} +\pgfmathtruncatemacro\n{int(\rows-1)} +\foreach \x in {0,...,\m}{ + \foreach \y in {0,...,\n} { + \node [switch] [xshift=6*\x em] [yshift=-6*\y em] (s\x\y) {S}; + \node [resource] [xshift=6*\x em - 3em] [yshift=-6*\y em+3em] (r\x\y) {R}; + \draw (s\x\y) to (r\x\y); + } +} + +% Draw channels in y-direction +\foreach \x in {0,...,\m}{ + \pgfmathtruncatemacro\k{\n-1}; + \foreach \y in {0,...,\k}{ + \pgfmathtruncatemacro\incy{int(\y + 1)} + \draw [channel] (s\x\incy) to ({s\x\y}); + } +} + +% Draw channels in x-direction + +\foreach \y in {0,...,\n}{ + \pgfmathtruncatemacro\l{\m-1}; + \foreach \x in {0,...,\l}{ + \pgfmathtruncatemacro\incx{int(\x+1)}; + \draw [channel] (s\x\y) to ({s\incx\y}); + } +} +\end{tikzpicture}% Comment needs to be here, otherwise space is added! +}% Comment needs to be here, otherwise space is added! +% +% ===== Performance Metrics ===== + +\newsavebox{\metrics}% Comment needs to be here, otherwise space is added! +\savebox{\metrics}{% Comment needs to be here, otherwise space is added! +\begin{tikzpicture}[font=\sffamily] + \node[rectangle,thick,draw=black,fill=black!15,align=left,inner sep =10pt] + {\textbf{\small Performance Metrics}\\ + \small (WCET, WCCT, Power, \dots)}; +\end{tikzpicture}% Comment needs to be here, otherwise space is added! +}% Comment needs to be here, otherwise space is added! + +% ===== Design Space Exploration ===== + +\newsavebox{\dse}% Comment needs to be here, otherwise space is added! +\savebox{\dse}{% Comment needs to be here, otherwise space is added! +\begin{tikzpicture}[font=\sffamily] + \node[rectangle,rounded corners,thick,draw=red,fill=red!15,align=center,inner sep =10pt] + {\textbf{Design Space Exploration}\\ + \small (based on formal model and\\ + \small predictable architecture)}; +\end{tikzpicture}% Comment needs to be here, otherwise space is added! +}% Comment needs to be here, otherwise space is added! +% +% ===== MAPPING ===== +% +\newsavebox{\mapping}% Comment needs to be here, otherwise space is added! +\savebox{\mapping}{% Comment needs to be here, otherwise space is added! +\begin{tikzpicture}[ +font=\sffamily, +resource/.style={rectangle,draw=blue,fill=blue!15,thick,inner sep=3pt,minimum height=2.5em,minimum width=2.5em}, +switch/.style={rectangle,draw=red,fill=red!15,thick,inner sep=3pt,minimum height=2em,minimum width=2em}, +channel/.style={thick}, +actorA/.style={circle,draw=green,fill=green!15,very thick, minimum size=3mm}, +actorB/.style={circle,draw=orange,fill=orange!15,very thick, minimum size=3mm}, +connectionA/.style={->, ultra thick, draw=green}, +connectionB/.style={->, ultra thick, draw=orange}, +] + +% Set size of NoC +\def\rows{2} +\def\columns{2} + +\pgfmathtruncatemacro\m{int(\columns-1)} +\pgfmathtruncatemacro\n{int(\rows-1)} +\foreach \x in {0,...,\m}{ + \foreach \y in {0,...,\n} { + \node [switch] [xshift=6*\x em] [yshift=-6*\y em] (s\x\y) {S}; + \node [resource] [xshift=6*\x em - 3em] [yshift=-6*\y em+3em] (r\x\y) {R}; + \draw (s\x\y) to (r\x\y); + } +} + +% Draw channels in y-direction +\foreach \x in {0,...,\m}{ + \pgfmathtruncatemacro\k{\n-1}; + \foreach \y in {0,...,\k}{ + \pgfmathtruncatemacro\incy{int(\y + 1)} + \draw [channel] (s\x\incy) to ({s\x\y}); + } +} + +% Draw channels in x-direction + +\foreach \y in {0,...,\n}{ + \pgfmathtruncatemacro\l{\m-1}; + \foreach \x in {0,...,\l}{ + \pgfmathtruncatemacro\incx{int(\x+1)}; + \draw [channel] (s\x\y) to ({s\incx\y}); + } +} + +% Node 0,0: B1, B2 +\node[actorB] (b1) at (r00.north west) {\scriptsize $B_1$}; +\node[actorB] (b2) at (r00.north east) {\scriptsize $B_2$}; + +% Node 0,1: A1, B3 +\node[actorB] (b3) at (r01.north west) {\scriptsize $B_3$}; +\node[actorA] (a1) at (r01.north east) {\scriptsize $A_1$}; + +% Node 1,0: A3 +% --- Empty + +% Node 1,1: A2 +\node[actorA] (a2) at (r11.north east) {\scriptsize $A_2$}; +\node[actorA] (a3) at (r11.north west) {\scriptsize $A_3$}; + +\draw[connectionB] (b1) to (b2); +\draw[connectionB] (b2.south) -- (r00.south east) -- (s00.center) -- (s01.center) -- (b3); +\draw[connectionB] (b3) -- (s01) -- (s00) -- (r00.south east) -- (b1); + +\draw[connectionA] (a1) -- (r01.south east) -- (s01.center) -- (s11.center) -- (r11.south east) -- (a2); +\draw[connectionA] (a2) -- (a3); +\end{tikzpicture}% Comment needs to be here, otherwise space is added! +}% Comment needs to be here, otherwise space is added! +% +% ===== SYNTHESIS ===== +% +\newsavebox{\synthesis}% Comment needs to be here, otherwise space is added! +\savebox{\synthesis}{% Comment needs to be here, otherwise space is added! +\begin{tikzpicture}[font=\sffamily] + \node[rectangle,rounded corners,thick,draw=violet,fill=violet!15,align=center,inner sep =10pt] + {\textbf{Synthesis}\\ + \textbf{and}\\ + \textbf{Compilation}}; +\end{tikzpicture}% Comment needs to be here, otherwise space is added! +}% Comment needs to be here, otherwise space is added! +% +% ===== CHIP ===== +% +\newsavebox{\chip}% Comment needs to be here, otherwise space is added! +\savebox{\chip}{% Comment needs to be here, otherwise space is added! +\begin{tikzpicture}[ +font=\sffamily, +chip/.style={rectangle,draw=black,fill=cyan!15,thick,inner sep=3pt,minimum height=2cm,minimum width=2cm}, +connector/.style={} +] + +% Draw Chip +\node [chip,align=center] (chip) {\textbf{Implemen-}\\\textbf{tation}}; + +% Get coordinates (N,E,S,W) and sidelength +\gettikzy{(chip.north)}{\north}; +\gettikzy{(chip.south)}{\south}; +\gettikzx{(chip.east)}{\east}; +\gettikzx{(chip.west)}{\west}; +\pgfmathsetmacro\length{\east-\west}; + + +% Draw connectors: North and South + +\foreach \x in {1,...,4}{ + \pgfmathsetmacro\newx{\west+\x/5*\length}; + \pgfmathsetmacro\newy{\north+10}; + \coordinate (p1) at (\newx pt, \north); + \coordinate (p2) at (\newx pt, \newy pt); + \draw [connector,draw=black] (p1) to (p2); + + \pgfmathsetmacro\newy{\south-10}; + \coordinate (p1) at (\newx pt, \south); + \coordinate (p2) at (\newx pt, \newy pt); + \draw [connector,draw=black] (p1) to (p2); +} + +% Draw connectors: East and West + +\foreach \x in {1,...,4}{ + \pgfmathsetmacro\newy{\south+\x/5*\length}; + \pgfmathsetmacro\newx{\east+10}; + \coordinate (p1) at (\east, \newy pt); + \coordinate (p2) at (\newx pt, \newy pt); + \draw [connector,draw=black] (p1) to (p2); + + \pgfmathsetmacro\newx{\west-10}; + \coordinate (p1) at (\west, \newy pt); + \coordinate (p2) at (\newx pt, \newy pt); + \draw [connector,draw=black] (p1) to (p2); +} + + +\end{tikzpicture}% Comment needs to be here, otherwise space is added! +}% Comment needs to be here, otherwise space is added! +% + +\begin{tikzpicture}[ +font=\sffamily, +arrow/.style={->, draw=red!70, ultra thick}, +] + +% -- System Modelling + \node (modelling) at (-6,7) {\usebox{\modelling}}; + + +% -- Application +\node (application) at (-6,4) {\scalebox{0.9}{\usebox{\application}}}; + \node[rectangle,text width=4.5cm,anchor=north, inner sep=0pt] (text) at (application.south) [yshift=-5pt] { \small + \textbf{Analyzable Application Models} + {\begin{itemize} + \item formal base (MoCs) + \item executable + \end{itemize}} +}; + + +% -- Design Constraints + \node (constraints) at (0, 4) {\scalebox{0.9}{\usebox{\constraints}}}; + \node[rectangle,text width=3.5cm,anchor=south, inner sep=0pt] (text) at (constraints.north) [yshift=5pt] {\small + \textbf{Design Constraints} + {\begin{itemize} + \item real-time + \item power and energy + \item \dots + \end{itemize}} +}; + +% -- Platform + \node (platform) at (5.5,5.5) {\scalebox{1.0}{\usebox{\platform}}}; + \node[rectangle,text width=4.2cm,anchor=north, inner sep=0pt] (text) at (platform.south) [xshift=20pt,yshift=-5pt] {\small + \textbf{Platform Architecture} + {\begin{itemize} + \item multiprocessor + \item predictable performance + \end{itemize}} +}; + +% -- System Modelling +\draw [arrow] (modelling.south) to (application.north); + +% -- Design Space Exploration +\node (dse) at (0,0.5) {\usebox{\dse}}; + +\draw [arrow] ([yshift=15pt]application.south east) to (dse.north west); +\draw [arrow] (constraints.south) to (dse.north); +\draw [arrow] ([yshift=-10pt]platform.south west) to (dse.north east); + +% -- Metrics +\node (metrics) at (6,0.5) {\usebox{\metrics}}; + +\draw [arrow] (metrics.west) to (dse.east); +% -- Mapping + \node (mapping) at (-5.5,-3){\usebox{\mapping}}; + \node[rectangle,anchor=south, inner sep=0pt] at (mapping.north) [yshift =5pt]{\small + \textbf{Mapping and Schedules} +}; + +\draw [arrow] (dse.south west) to ($ (mapping.north east) + (-0.5,-1)$); + +% -- Synthesis + \node (synthesis) at (-0.5,-3) {\usebox{\synthesis}}; + +\draw [arrow] (mapping.east) to (synthesis.west); + +% -- Implementation + \node (chip) at (3.5,-3) {\usebox{\chip}}; + \node[rectangle,text width=4.2cm,anchor=west, inner sep=0pt] at (chip.east) [xshift=3pt] {\small + \textbf{Implementation} + {\begin{itemize} + \item Customized hardware + \item Efficient software + \end{itemize}} +}; + +\draw [arrow] (synthesis.east) to (chip.west); +\end{tikzpicture} +\end{document} \ No newline at end of file diff --git a/development/figs-src/granulirity.pdf b/development/figs-src/granulirity.pdf new file mode 100644 index 0000000000000000000000000000000000000000..74991d7ccf4a5cf1c9eebb7c091bbcda5d2097d8 GIT binary patch literal 295501 zcmb@t1yr0}vMvk(f(6&$?(XjH?hcK+OMnC#clThyA-KD{yGw9)m!IVO=FH5QbJo58 zTDSM=^=>QKyQ-e5?gml?5iwduI#xIs(%SbI91J4?1A(29B^(S7550{_ywzjZ+ zr(k6GGnO@Uw34(nwR>m#y9+QOcqaq!y}#gK0JbK7ME+*}Z?gZ$q!+exv3=)DFKuDs zq)qULy)MDO(*2(L54v}S9Rcrje`%})aI$l8GzK`m%NMh=b^iTeBw+ocnivxS`|l1P zAH9O3ov|{&S)2a-TIf{(?#}d*Ht**a`s*S5*F*BRbb48UiG`t%oxAosDFXpBD-#_n z0V5*^9jh+EyT-Q8@3Nf;SpEnQceHb{|Hpm)8PF@!t2i3kI@$l$(b$7tSeae~;A&wE zP!bn<=dEIB{;6gp#CWIyQY941X1Wj| z{NAR0<4LINS&Bs5AS~4}v#&J_Yo=e@d7KaZd;Fzy@g*+zy4uF2r=-$>dyg+NN_WwN zx7$KniG>B{-NlRidaO+7%{$!bWmp34AHOvEy>-9MceigiWPY~;6+`bZ`4;CoYyF)- z8?>wze(9yy0X+8YA^(Hhr9oq2z%AlkWwY@ync)=p6kDzx(_u)m ziV!~^C 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z0sbf~&{R_V-Q=MB5WzqE{8=ivq@9(%AsUGX7#u299Jo|g1q7HHi32qRmH3scq>v`2 za`srHs=czBp*`9VW(1U!pn}_p+F4jxkTnUgvoOctMD4_Z`s6qbDN3#%c7uU{BN9AX z94K!=R==p|PkSLpAs`3@NM?dHG8TO(E&GE7xg`!f)FN4lwzjq)TPVm9ivmMnFc_F$ z04yNDN2cJzJ;mVl?f5Xbt7HyTfFmB#NSqd1Dzpd+Uxc(9Xe~I{S>-rn6zl6YFBL2Uzu0LXS^5LjB(DpDQ|Ca+(DF46Dfytwg z!$eo$Fb@*|{7i?TkfU^%Ja+SY@4ruo|ATawOd|MaN%J2mF;wvIco#_k{KzXn +All rights reserved. + +Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: + +1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. + +2. 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. + +3. Neither the name of the copyright holder 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 HOLDER 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. diff --git a/development/model/Makefile b/development/model/Makefile new file mode 100644 index 0000000..64498fe --- /dev/null +++ b/development/model/Makefile @@ -0,0 +1,6 @@ +doc: + @cabal haddock --hyperlink-source + @mkdir -p dist/doc/html/il2212/resources + @cp resources/*.png dist/doc/html/il2212/resources + +.PHONY: doc diff --git a/development/model/README.md b/development/model/README.md new file mode 100644 index 0000000..3129724 --- /dev/null +++ b/development/model/README.md @@ -0,0 +1,229 @@ +# IL2212 Specification Model of the Application + +This package contains the executable specification of the image processing application used for the IL2212 Embedded Software lab project, provided as a ForSyDe-Shallow (Haskell) model. + +## Installing + +The easiest way to install and run this haskell model is to first install [Stack](https://docs.haskellstack.org/en/stable/README/) and then issue at the `model` folder: + + stack install + +Once this command finishes, you should have acessible in your shell the executable `process-image` which is the executable spefication of the laboratory project. If you do, you can directly follow up with the "Running the testbench binary" section. +The easiest way to install haskell is, likely, to follow [the Haskell Platform](https://www.haskell.org/platform/) instructions for your OS. + +## Generating the documentation + +In order to generate de HTML documentation and open it, use `stack` again with the following command: + + stack haddock --open + +in the `model` project's folder. The documentation is generated inside a hidden folder (in UNIX-like OS'es) `.stack-work`, which makes it a bit tedious to open on our own. You could copy and paste the links generated by `stack haddock` in the URL of your browser if you so wish, though. + +## Running the testbench binary + +To run the generated executable program, type in: + + process-image path/to/test-image-folder + +For example: + + student@il2212:~/il2212-project/model$ process-image images/flag_tiny_mix/ + +U==U= + +U==U= + +U==U= + +U==U= + UUUUUUz--zUUUUUUUUUUUU + UUUUUz+..+zUUUUUUUUUUU + + UUUUUz+..+zUUUUUUUUUUU + UUUUUUz--zUUUUUUUUUUUU + +U==U= + +U==U= + +U==U= + +U==U= + +U==U= + +U==U= + +U==U= + +U==U= + UUUUUUz--zUUUUUUUUUUUU + UUUUUz+..+zUUUUUUUUUUU + + UUUUUz+..+zUUUUUUUUUUU + UUUUUUz--zUUUUUUUUUUUU + +U==U= + +U==U= + +U==U= + +U==U= + + + + + + + + + + + + + + +U==U= + +U==U= + +U==U= + +U==U= + UUUUUUz--zUUUUUUUUUUUU + UUUUUz+..+zUUUUUUUUUUU + + UUUUUz+..+zUUUUUUUUUUU + UUUUUUz--zUUUUUUUUUUUU + +U==U= + +U==U= + +U==U= + +U==U= + -t=-t= + -t=-t= + -t=-t= + -t--t= + ttttttt--/tttttttttttt + ttttt/=..=/ttttttttttt + + ttttt/=..=/ttttttttttt + tttttt/-:/tttttttttttt + -t--t= + -t=-t= + -t=-t= + -t=-t= + -t=-t= + -t=-t= + -t=-t= + -t--t= + ttttttt--/tttttttttttt + ttttt/=..=/ttttttttttt + + ttttt/=..=/ttttttttttt + tttttt/-:/tttttttttttt + -t--t= + -t=-t= + -t=-t= + -t=-t= + +U==U= + +U==U= + +U==U= + +U==U= + UUUUUUz--zUUUUUUUUUUUU + UUUUUz+..+zUUUUUUUUUUU + + UUUUUz+..+zUUUUUUUUUUU + UUUUUUz--zUUUUUUUUUUUU + +U==U= + +U==U= + +U==U= + +U==U= + +You can make your own picture test suite, by collecting PPM images into a folder. Make sure that the `.ppm` files do not contain comment lines (i.e. starting with `#`), and that all images in one folder have the same dimensions. + +## Testing functions in an interpreter + +Finally, in order to test the individual functions of the library, you need to open an interpreter session and load the needed modules. The GHCi interpreter is called, inside the project, with: + + stack ghci + +or, + + stack repl + +You can always exit the session with `Ctrl`+`D`. + +Your job will be to clearly understand the application specification, and a good practice to do that, apart from going through the code and through the documentation, is to test snippets and functions in the interpreter directly. As such, you would load in the interpreter either source files or, in this case, import library modules and test directly the functions or parts of the functions exported. + +For example, to test the `resize` functions exported by the `IL2212.ImageProcessing` module, you would roughly perform the following steps (consulting the generated documentation at the same time): + + Prelude Img U> ppm <- readFile "images/flag_tiny_good/flag_tiny_01.ppm" -- the '<-' assignment is used for non-pure I/O functions + Prelude Img U> let img = grayscale $ ppm2img ppm -- the 'let' assignment is used for pure functions + Prelude Img U> printImage $ mapMatrix truncate img -- notation 'f $ g x' is equivalent to 'f (g x)' + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <78,78,78,78,78,78,78,78,78,78,126,196,194,194,172,77,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78> + <198,198,198,198,198,198,198,198,198,198,197,193,194,194,195,199,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198> + <194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194> + <194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194> + <198,198,198,198,198,198,198,198,198,198,197,193,194,194,195,199,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198> + <78,78,78,78,78,78,78,78,78,78,126,196,194,194,172,77,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + Prelude Img U> let smallImg = resize img + Prelude Img U> printImage $ mapMatrix truncate smallImg + <80,80,80,80,80,163,194,126,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,163,194,126,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,163,194,126,80,80,80,80,80,80,80,80,80> + <79,79,79,79,79,162,194,125,79,79,79,79,79,79,79,79,79> + <196,196,196,196,196,194,194,195,196,196,196,196,196,196,196,196,196> + <196,196,196,196,196,194,194,195,196,196,196,196,196,196,196,196,196> + <79,79,79,79,79,162,194,125,79,79,79,79,79,79,79,79,79> + <80,80,80,80,80,163,194,126,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,163,194,126,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,163,194,126,80,80,80,80,80,80,80,80,80> + +Another example: say you do not understand the construction of the function `resize`. In this case you would reconstruct it step-by-step, as seen in the source code: + + resize = mapMatrix (/ 4) . sumRows . sumCols + where + sumCols = mapV (mapV (reduceV (+)) . groupV 2) + sumRows = mapV (reduceV (zipWithV (+))) . groupV 2 + +As an exercise, let us reconstruct what is happening in internal function `sumCols`, by using a dummy matrix as image: + + Prelude Img U V> import ForSyDe.Shallow.Vector as V + Prelude Img U V> let v = vector [1..9] + Prelude Img U V> let dummy = vector [v,v,v,v] + Prelude Img U V> dummy + <<1,2,3,4,5,6,7,8,9>,<1,2,3,4,5,6,7,8,9>,<1,2,3,4,5,6,7,8,9>,<1,2,3,4,5,6,7,8,9>> + Prelude Img U V> printImage dummy + <1,2,3,4,5,6,7,8,9> + <1,2,3,4,5,6,7,8,9> + <1,2,3,4,5,6,7,8,9> + <1,2,3,4,5,6,7,8,9> + Prelude Img U V> :t groupV + groupV :: Int -> Vector a -> Vector (Vector a) + Prelude Img U V> let f1 = mapV (groupV 2) + Prelude Img U V> :t f1 + f1 :: Vector (Vector a) -> Vector (Vector (Vector a)) + Prelude Img U V> printImage $ f1 dummy + <<1,2>,<3,4>,<5,6>,<7,8>> + <<1,2>,<3,4>,<5,6>,<7,8>> + <<1,2>,<3,4>,<5,6>,<7,8>> + <<1,2>,<3,4>,<5,6>,<7,8>> + Prelude Img U V> let f2 = mapV (reduceV (+)) + Prelude Img U V> :t f2 + f2 :: Num b => Vector (Vector b) -> Vector b + Prelude Img U V> f2 dummy + <45,45,45,45> + Prelude Img U V> let f3 = mapV (mapV (reduceV (+)) . groupV 2) + Prelude Img U V> :t f3 + f3 :: Num b => Vector (Vector b) -> Vector (Vector b) + Prelude Img U V> printImage $ f3 dummy + <3,7,11,15> + <3,7,11,15> + <3,7,11,15> + <3,7,11,15> + +Hopefully the above exercises served as an appetizer to get your hands dirty with this ForSyDe-Haskell model. Understanding the system specification at such an abstraction level, albeit far from a specific implementation, enlarges the possible design space and opens up potential ways for alternative mappings and for exploiting various platforms. + +Good materials for helping with language or library related issues, which you should consult at any time: + +* [the suggested book](http://learnyouahaskell.com/), or any beginners' manual; +* the generated API documentation; +* the [ForSyDe-Shallow](https://hackage.haskell.org/package/forsyde-shallow) API documentation; +* (especially) [Hoogle](https://www.haskell.org/hoogle/). + +Additional material on the core concepts will be given during the lectures. diff --git a/development/model/Setup.hs b/development/model/Setup.hs new file mode 100644 index 0000000..9a994af --- /dev/null +++ b/development/model/Setup.hs @@ -0,0 +1,2 @@ +import Distribution.Simple +main = defaultMain diff --git a/development/model/app/Main.hs b/development/model/app/Main.hs new file mode 100644 index 0000000..fcd7ba8 --- /dev/null +++ b/development/model/app/Main.hs @@ -0,0 +1,112 @@ +----------------------------------------------------------------------------- +-- | +-- Module : Main +-- Copyright : (c) George Ungureanu, 2019 +-- License : BSD3 +-- +-- Maintainer : ugeorge@kth.se +-- Stability : stable +-- Portability : portable +-- +-- Contains the main runner calling the testbench of this project. +----------------------------------------------------------------------------- +module Main where + +import System.Console.GetOpt +import System.IO +import System.Exit +import System.Environment +import System.Directory +import Data.List (sort, isSuffixOf, intercalate, nub) + + +import ForSyDe.Shallow + +import Tracker +import Utilities + +-- | The main function, calling the testbench for the +-- 'Tracker.imageProcessing' process network. +-- +-- Usage in an interpreter session: +-- +-- > :main path/to/image-collection +main = do + (opts,color,path) <- getArgs >>= parse + files <- listDirectory (head path) + let ppmFiles = sort $ filter (isSuffixOf ".ppm") files + inputPaths = checkEmpty $ map (\f->head path ++ "/" ++ f) ppmFiles + checkEmpty [] = error "the directory does not contain PPM files" + checkEmpty a = a + (x, y, imgs) <- readAllPPM inputPaths + let positions = splitEvery 2 $ fromSignal $ imageProcessing x y $ signal imgs + + ----------------------------------------------------- + mapM_ (printOut color x y inputPaths imgs positions) opts + + +printOut _ _ _ _ _ coords Coordinates = putStrLn $ intercalate "\n" $ map show coords +printOut _ x y paths imgs _ PrintInput = do + let imgBuffs = map (matrix (x*3) y) $ splitEvery (x*y*3) imgs + grayed = map grayscale imgBuffs + printImg (path,img) = do { putStrLn path; printAscii 255 img; putStrLn "\n" } + mapM_ printImg $ zip paths grayed +printOut color x y paths imgs coords PrintOutput = do + let imgBuffs = map (matrix (x*3) y) $ splitEvery (x*y*3) imgs + grayed = map grayscale imgBuffs + hidden = zipWith hide coords grayed + censorM = matrix 9 9 $ replicate 81 (fromIntegral color) + hide [x,y] img = replaceMat (x-4) (y-4) censorM img + printImg (path,c,img) = do { putStrLn (path ++ show c); printAscii 255 img; putStrLn "\n" } + mapM_ printImg $ zip3 paths coords hidden + + +-------------------------------------------- + +data Flag + = Coordinates -- -c --coords + | PrintInput -- -i --inputs + | PrintOutput -- -o --hidden + | Color String -- --color + | Help -- -h --help + deriving (Eq,Ord,Show) + +flags = + [Option ['c'] ["coords"] (NoArg Coordinates) + "Prints the detection coordinates (default)" + ,Option ['i'] [] (NoArg PrintInput) + "Prints the grayed-out input images in ASCII art" + ,Option ['o'] [] (NoArg PrintOutput) + "Prints the grayed-out processed images in ASCII art" + ,Option [] ["color"] (ReqArg Color "GRAY_VAL") + "Gray value of the hiding patch (default=0, i.e. black)" + ,Option ['h'] ["help"] (NoArg Help) + "Print this help message" + ] + +parse argv + = case getOpt Permute flags argv of + (args,path,[]) -> do + let options = + let ops = concatMap (\x->filter (==x) args) [Coordinates, PrintInput, PrintOutput] + in if null ops then [Coordinates] else nub ops + color = + let n = filter isColor args + isColor (Color _) = True + isColor _ = False + getColor (Color c : _) = read c :: Int + getColor [] = 0 :: Int + val = getColor n + in if val < 0 || val > 255 + then error $ "Value " ++ show val ++ "does not correspond to a grayscale level!" + else val + if Help `elem` args + then do hPutStrLn stderr (usageInfo header flags) + exitWith ExitSuccess + else return (options,color,path) + (_,_,errs) -> do + hPutStrLn stderr (concat errs ++ usageInfo header flags) + exitWith (ExitFailure 1) + + where header = "Usage: il2212-track [-cioh|--color] PATH\nDetect a specific moving shape in a set of image frames.\n\nPATH is the path to a folder containing PPM images with the same dimensions,\n sorted in alphabetical order.\nOptions:" + 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Visit the links below for detailed documentation for each module. +license: MIT +license-file: LICENSE +author: George Ungureanu +maintainer: ugeorge@kth.se + +extra-source-files: +- README.md +- ChangeLog.md + +dependencies: +- base >=4.6 && <6 +- forsyde-shallow >= 3.3.4 +- directory >= 1.2.5.0 +library: + source-dirs: src + +executables: + il2212-track: + main: Main.hs + source-dirs: src + ghc-options: + - -O2 + - -threaded + - -rtsopts + - -eventlog + - -with-rtsopts=-N + dependencies: + - il2212 + diff --git a/development/model/resources/grayscale.png b/development/model/resources/grayscale.png new file mode 100644 index 0000000000000000000000000000000000000000..ba75ddf9f5949981fadb6b9ff7e19bc6fc9881fb GIT binary patch literal 4152 zcmV-85XbL{P)FEKql{wtqdX2DW{OMGLQqrdU!*PL%G`kLeG&0TsG3IH4_`UejGf&Y8&vQ#*N z^w_A#Y^G0gRC-pJAd;E3+zB3+%k&f^N5v*Y{!sA0O8y6>M`oulM{aV;20?6eOgi)b z4mC0`Gz8yg@z(2Wk0D0?|ITMw-@W8|0NAqtAbY-h;gtY%?f^jg@pn&csjrlL06OmQ zGX$C6Jk;`r1_VF>bRYv1fhy1hy1)pS0ZU*D9Dob(0KOmytOI-y0}_D%WPx0;4HSSP zum|i1RiG9$fF{riPJ>Qx9$W#}!EJCC41*^?2qwTQAOi2fJOn{lhz!vn8Au6Ihjbt# zhz(go4v-t<4Fy4=P&AYTWk9*mcBlv{g{q)Bs0sQ7ItN{WZbF05BWMhohW>^=!3a!( z>97K<0qetTm;<}QzVKQ&8cv0C;Cy&DTmjd^C*ThF3Va(LhK2AecoqQ&5n&+8h%UlL zxQGW5j6@*E7FbhA@>j=GJ||XVNf&_6Qzr?L^-4UP<&J>YBQ=BRfRf^ z>Ol3P?xDs|BGeZ&87+_2L0h1C=sLMXXw^Lu^RwH3d&mr*J6iC^?jJ${ETX%8WQ( zTtl2I9wxq7yjuL6_=xzd1Wm$F!b2iaqFAC?;-PyQEsBhNR}C<)m$;Bc%(a+oXr3Kglp<9Ax5U_R4h1Je5VsYRh`bX2~9s zy(T*&N0+mdKO)~RKdYdq;G~eEP^oZLVMdXmXsZ~fSf+SU zaaxI{WUUmdRHk%E=_ON=$zdiiE111Zk+Qt9vvP)Vo$`S4yb4RjPbE*KP35U7L6xl< zrCO%iqbgEUQgc_!Rcldutd3V_tH-DxQ14Tp(_m=?XzbMJ)RnwbhrTTQ3U)XYN7YRpF1bhanEn0><> zZEk12#r(YaM+;Mnbc@p#e_85U##=U9POW0Cid@yOYTQc2D$J_RN@&fr4z)gPEwoX# z3A3rUd2Xv}8)4gMJIT@F#Bok=UfUVi3GCYK=C~HzP29`&h`p12q5XgZ)xpo9%Hf%# ziet26i=)WN#A&0`WoNXrtMgvx5uO5%&uij|T+CcHx%9e{Tzy=tT%WsXy9wO7-C=hZ z_kHf8tJPO0t?u*y9z2hI9#1`4o~fR{dSSdgy{f%lcpG}>diVLzeAfFk`@HwH^DXgx z;-~4C;n(9&@elED@}CQ^4=4=~2I>cH3cMX88x$MV6^sq`4{i*eUE{E3|C)&qlaPXt z2Wwetv)A5SC%Z0T-G%j(^ZqAX%M z(kikvax%&)sx)dU+A4Zq^mL3(OnJ;qEH}0)_D!5~Ty5N3yhr@8_{D^PgtkOnVrb&I zBx+K8Qg5Qmx+QZjPB26nC7Rk`a+ zVMO7rB7>sxqJ?69@vWZ?f3Em>ad*`2ffCb_LwhiLlJ-2G(ePeH~@Y zvcj@=``7QkS#Dfjdw_5t6q}i_wn8)v!~WcD3rZ*0nL(icW!38K++U68g)7)2^p`&alt4o>f0v(@twI z?0`Bpbci}*I)z<9U4!Rb&h>O#cDMhk_v^9q%IB*uNM0zpNVu4Paq&{lrP<3VmuId- zUm5RN-}B^Z;MM!RUcCd?T(8}@?s)xbAE)oq4XYdHZ(7_ucZ+?i^S0^jj((H=_TNl? zYacKj=(uBcr|Yiy-R{9vgBOQvhOXSRzjysU@BZ!K)x(1i{2n|U2^kSSjCeTpDB;nY z$C;1kpKKjPj}|@^e_H-b{#pI+TEDjmO@$Z6?8o|_`#gU#&L4mEN7^3?6ZtR5FUlvC zCYz>=rp`}0PTzgG=H004R>004l5008;`004mK004C`008P>0026e000+ooVrmw00002VoOIv z0RM-N%)bBt010qNS#tmY0G0p%0G0r8M*i>s000McNliru;sFa41}Bt+&F%mI1?x#f zK~!ko?ON-Zv@8s@g=xVSY{3?6ffj6m7HGj1Xn_`J!4`Z&LTnwqbrWpMd>|lKw7@fcE(*gOkaOTZttW=xg@Ihfgwkgr3VY$=xm# z%B{>gW(R*|ap+;@=aIHf8HLvcTK9v!S^sX_T+$-^Y{tr`2JzPnzf@wN^|4x=`C&Ph z-PU9ka=4xhjQ~&#z^`r334p2GoL7h4!{w2Z4gxXrAM2b6Wbkm#_VABnjVlbmsNK!P zoCegjJ2F~4mihyh-cP7qYr~)E&n&LcZamPIAUhco>nd-R2XgAmCKla?32*+(BZxw* z*YsqL*~1C^dryV%PG^LTp%`qIk)2t{z?c<%d3{4YFrNxTfN`rzZ&?A^ZxZ zfSn8aorzH%B-ay(kjE8}a-+NB{vN~2M8_Vv?^xVvmgibZYAo^@DO(U6d*>l=>k20{OzLiO0Uoji+g;h*LPv>(EMkIc+!ql<}c zF)D^>b#$)tgl6RBmLdIm2!DAeS4bQ{wF}gS*e9+p)9C+hw*5`&8yh?W{~Et*W)^F+ zN=2(Rq8%5XrM{_q&{3$3aE|HDNt0p6@;?0Ug}}E{U!rq%FOWv?7qDsz{t2=#{SIkL z`5N~ZB%_})WxbIkIwx{4^|HhQ9}YDr4EYr&aL;U=8NKCa$kS_^JiT?-V~31@Sa4_EkWF*IpxG^uCJY z-Tvc=85y;ZOoS6x;^on$V1eM6iiC4X9G5?Uf5YM>_|x}Hv5Zz5O9}jS8J(O{Qt(|u z_-{RlP?K|Ux8R!Ad9V8}uzgKmY$XK3uvktSvuYWg@S>RhjqSo`lp0MZ{Ed1$VX*qQ zw$8z++|0RzAXgcztD-!Y(=ww&*H%0GnvSl@UCNjQO&ZPRgLVk46Xce~vxQHFH;t|) zoZKImsEUGvkGF`i3TU;N&q?k0sl5`!Uv>bF=946?90Skh@nt8=SPy&sjJcW=ZL@=! 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zgp=pTrfIUM?V`Gm zlan8>Z+P=7HSy(8kuyt=r5iC*YS#Ng8f8JH%Yo6nDzBrK*h7b8uu-p6XFUf`42i$_ zCjV~s{Ibp~lA%q(cVNP#{zmC{wE8Fx(nQoD_lU1G({y_nmTEbMXT>SA#u;V<8eJ`z zk4pU=v7E`;-M;x1=0zo&Zzr4+mHH&OVsv*=u6}$wb@K5?ek*QuA!Hlh@av2x{M#Ht z06xBb7&Cb=>eE4F-{l-9b9v8WztDcZqRnhyVs}|PzseN?r+M%H!27^6=%k|0`r4Xv zzncrdg10Q8K5sInY!~;Mx;_tJ{u>1RH@x@*9tv;_Yw{Bv-XME90;tWD-YozmKpewb z(v8Fbo{Xb7Jm3JFaK1v+fdRqmAvprDlM*X706*#u%mD1LzK#Lli0X+$nW+;675C~V zl{)G0aI_!5+#0<{!!4o{H+PF)u|%HJnirAsmmQgo%RM=1SAI*uG4{{;Cijx?>-QS% zyY-bH@Ln6UylUD#I4sZq*4r^6PXIzXqY|D6G&k) zUvw8YLNGMv@3^g={?uc&Z^GlAgmos!3<-7_X`fpE^;GAs9^&|Gan|5S$A!eH^}pFr->wy>tq&8g|VS15T0 z+KD-4>oi!Xu-&QY-)p`x)*TbEp3y`1EkZQ>k+k8ct)pG)3tQr;K*FqS*uS-0ffl}ZECv_Cp~ z+N<*Rg9zmbpoPJS6ctFX?esSXom~eV4!#@nu`$tZq%Nx}a#|;c!qwjc55j}gPj~&0 zsDeSGH9$RyybDOHz-veA?4eZKR>MA_-Dc{g+LH2&fhZ(kS_#;33I$a- zFK|Fb5M}{SNnxFGLTrHcLgTwe^$f%Ueg5AAkfyS1_RZ!c)xW6zbkA^NgFOu(sL4jU z)MEc>9^RZ7ia+IVc((_Spa%>zS?N^tfrrSb5Q+O^;7=R&0A> +grayscale :: Image Int -> Image Double +grayscale = mapMatrix (convert . fromVector) . mapV (groupV 3) + where + convert [r,g,b] = fromIntegral r * 0.3125 + + fromIntegral g * 0.5625 + + fromIntegral b * 0.125 + convert _ = error "X length is not a multiple of 3" + +-- | Resizes an image using a technique based on interpolation, using +-- the transformation below: +-- +-- <> +resize :: Image Double -> Image Double +resize = mapMatrix (/ 4) . sumRows . sumCols + where + sumCols = mapV (mapV (reduceV (+)) . groupV 2) + sumRows = mapV (reduceV (zipWithV (+))) . groupV 2 + +-- | Reduces an image to two numbers : +-- +-- * the minimum brightness level +-- +-- * the maximum brightness level +brightness :: Image Double -- ^ input image + -> [(Double, Double)] -- ^ tuple with 2 numbers: the minimum and + -- maximum brigtness levels +brightness img = [(minimumBrightness, maximumBrightness)] + where + maximumBrightness = reduceMatrix max img + minimumBrightness = reduceMatrix min img + +-- | Corrects the brightness level in a picture, based on the +-- previously-identified minimum and maximum values, using four +-- threshold levels. +correction :: Double -- ^ minimum brightness level + -> Double -- ^ maximum brightness level + -> Image Double -- ^ input image + -> Image Double -- ^ output image +correction hmin hmax = mapMatrix rescale + where + rescale h + | hmax - hmin > 127 = h + | hmax - hmin > 63 = (h - hmin) * 2 + | hmax - hmin > 31 = (h - hmin) * 4 + | hmax - hmin > 15 = (h - hmin) * 8 + | otherwise = (h - hmin) * 16 + +-- | Performs edge detection using the +-- . +-- +-- Edges are areas with strong intensity contrasts in an image. This +-- algorithm calculates abrupt changes and their magnitude, based on +-- the gradient of intensity at each point in the image. It is +-- specified using a /stencil parallel pattern/, which: +-- +-- * performs +-- of the original image with two kernel matrices /Kx/ and /Ky/, one +-- for detecting changes in the /x/-direction and one for the +-- /y/-direction. This results in two gradient matrices /Gx/ and /Gy/. +-- +-- * combines the two approximations to obtain the gradient magnitude +-- /G/. +-- +-- * scales the magnitude matrix to be correctly represented in +-- grayscale format. +-- +-- <> +sobel :: Image Double -> Image Double +sobel img = dropMargins $ zipWithMatrix (\x y -> sqrt (x ** 2 + y ** 2) / 4) gx gy + where + dropMargins = mapV (tailV . initV) . tailV . initV + gx = reduceV (zipWithMatrix (+)) (vector [gx11, gx13, gx21, gx23, gx31, gx33]) + gy = reduceV (zipWithMatrix (+)) (vector [gy11, gy12, gy13, gy31, gy32, gy33]) + ------------------------------------------------------ + gx11 = mapMatrix (* (-1)) (rotateMatrix 1 1 img) +-- gx12 = mapMatrix (* 0 ) (rotateMatrix 0 1 img) + gx13 = mapMatrix (* 1 ) (rotateMatrix (-1) 1 img) + gx21 = mapMatrix (* (-2)) (rotateMatrix 1 0 img) +-- gx22 = mapMatrix (* 0 ) img + gx23 = mapMatrix (* 2 ) (rotateMatrix (-1) 0 img) + gx31 = mapMatrix (* (-1)) (rotateMatrix 1 (-1) img) +-- gx32 = mapMatrix (* 0 ) (rotateMatrix 0 (-1) img) + gx33 = mapMatrix (* 1 ) (rotateMatrix (-1) (-1) img) + ------------------------------------------------------ + gy11 = mapMatrix (* (-1)) (rotateMatrix 1 1 img) + gy12 = mapMatrix (* (-2)) (rotateMatrix 0 1 img) + gy13 = mapMatrix (* (-1)) (rotateMatrix (-1) 1 img) +-- gy21 = mapMatrix (* 0 ) (rotateMatrix 1 0 img) +-- gy22 = mapMatrix (* 0 ) img +-- gy23 = mapMatrix (* 0 ) (rotateMatrix 1 0 img) + gy31 = mapMatrix (* 1 ) (rotateMatrix 1 (-1) img) + gy32 = mapMatrix (* 2 ) (rotateMatrix 0 (-1) img) + gy33 = mapMatrix (* 1 ) (rotateMatrix (-1) (-1) img) + +-- | Converts a 256-value grayscale image to a 16-value ASCII art +-- image. +toAsciiArt :: Image Double -> Image Char +toAsciiArt = mapMatrix num2char + where + num2char n = asciiLevels !! level n + level n = truncate $ nLevels * (n / 255) + nLevels = fromIntegral $ length asciiLevels - 1 + +------------------------------------------------------------- + -- SDF process network -- +------------------------------------------------------------- + +-- | The graySDF actor, which transforms a every RGB image from a stream +-- into a grayscale one. In this case it is assumed that the X dimension holds the additional information. +graySDF :: Int -- ^ dimension X for input images + -> Int -- ^ dimension Y for input images + -> Signal Int -- ^ stream of pixels from the RGB image + -> Signal Double -- ^ stream of resulting grayscale pixels +graySDF dimX dimY = actor11SDF (3 * dimX * dimY) (dimX * dimY) (wrapImageF (3 * dimX) dimY grayscale) + +-- | The sobel SDF actor, which applies the Sobel operator in the image stream. +sobelSDF :: Int -- ^ dimension X for input images + -> Int -- ^ dimension Y for input images + -> Signal Double -- ^ stream of pixels for the image to be sobel'd. + -> Signal Double -- ^ stream of resulting gradient magnitude. +sobelSDF dimX dimY = actor11SDF (dimX * dimY) (reducedDimX * reducedDimY) (wrapImageF dimX dimY sobel) + where + reducedDimX = dimX - 2 + reducedDimY = dimY - 2 + +-- | The ASCII actor, which outputs the ASCII 'art' of the image stream. +asciiSDF :: Int -- ^ dimension X for input images + -> Int -- ^ dimension Y for input images + -> Signal Double -- ^ stream of pixels to be printed + -> Signal Char -- ^ stream of resulting ASCII pixels +asciiSDF dimX dimY = actor11SDF (dimX * dimY) (dimX * dimY) (wrapImageF dimX dimY toAsciiArt) + + +-- | This function serves as a wrapper for the correctionSDF since the actor +-- acquires input from others to decide if correction should be applied or not +correctionFunc :: Int -> Int -> [Control] -> [(Double, Double)] -> [Double] -> [Double] +correctionFunc dimX dimY [Disable] _ = wrapImageF dimX dimY id +correctionFunc dimX dimY [Enable ] [(hmin,hmax)] = wrapImageF dimX dimY (correction hmin hmax) +correctionFunc dimX dimY _ _ = error "correctFunc: invalid process function" + + +-- | The correction actor, which outputs a brightness correction according +-- to its function. +correctionSDF :: Int -- ^ dimension X for input images + -> Int -- ^ dimension Y for input images + -> Signal Control -- ^ control signal stream + -> Signal (Double, Double) -- ^ stream of maxima and minima + -> Signal Double -- ^ stream of input image pixels + -> Signal Double -- ^ stream of output image pixels +correctionSDF dimX dimY = actor31SDF (1, 1, dimX * dimY) (dimX * dimY) (correctionFunc dimX dimY) + + +-- | the resize actor, which performs a interpolation for eavery image in the stream. +-- In this case from the defining function the dimensions get halved. +resizeSDF :: Int -- ^ dimension X for input images + -> Int -- ^ dimension Y for input images + -> Signal Double -- ^ stream of pixels to te interpolated + -> Signal Double -- ^ stream of resulting interpolated pixels +resizeSDF dimX dimY = actor11SDF (dimX * dimY) (resizedDimX * resizedDimY) (wrapImageF dimX dimY resize) + where + resizedDimX = dimX `div` 2 + resizedDimY = dimY `div` 2 + +-- | the brightness actor, which output the maximum and minimum bright pixels +-- for every image in the stream. +brightnessSDF :: Int -- ^ dimension X for input images + -> Int -- ^ dimension Y for input images + -> Signal Double -- ^ stream of pixels to be analyzed + -> Signal (Double, Double) -- ^ stream of maxima and minima +brightnessSDF dimX dimY = actor11SDF (dimX * dimY) 1 (brightness . toImage dimX dimY) + +-- | Process constructor which builds a process network pattern +-- similar to that of a Moore state machine, but using SDF processes +-- for manipulating the next state, output decoder and initial +-- state. The functions passed to the SDF processes for next state and +-- output decoding are wrapped in triples along with the production +-- and consumption rates. +-- +-- /*/ : input for next state process +-- @ ((consumption_from_state_signal, consumption_from_input_signal), production, next_state_function) @ +-- +-- /**/ : input for output decoder process +-- @ (consumption_from_state_signal, production, output_decoder_function) @ +mooreSDF :: ((Int,Int), Int, [st]->[a]->[st]) -- ^ /*/ + -> ( Int, Int, [st]->[b]) -- ^ /**/ + -> [st] -- ^ list with initial tokens present on the self-loop + -> Signal a -- ^ input signal + -> Signal b -- ^ output signal +mooreSDF ((consState,consInput),prodState,nextStateFunc) (consOut,prodOut,outputFunc) initTokens inSig = outSig + where + nextStateSig = actor21SDF (consState,consInput) prodState nextStateFunc stateSig inSig + stateSig = delaySDF initTokens nextStateSig + outSig = actor11SDF consOut prodOut outputFunc stateSig + +-- | the control actor, which keeps an average of levels for some images in the stream and +-- outputs the control signal for the latest image being processed. It uses the mooreSDF +-- patter to achieve this functionality. +controlSDF :: Signal (Double, Double) + -> Signal Control +controlSDF = mooreSDF ((3, 1), 3, maxMinToLevel) (3, 1, (averageOfLevels 3)) [255, 255, 255] + where + maxMinToLevel :: [Double] -> [(Double, Double)] -> [Double] -- revolving buffer with lists + maxMinToLevel state [(hmin, hmax)] = (hmax-hmin) : init state + maxMinToLevel _ _ = error "nextStateFunc: invalid process function" + + averageOfLevels :: Int -> [Double] -> [Control] + averageOfLevels n levels = if (sum levels / fromIntegral n) < 128 + then [Enable] + else [Disable] + +-- | SDF process network chaining a series of image processing +-- algorithms upon a stream of pixel values originating from a +-- . +imageProcessingSDF :: Int -- ^ dimension X of the input image + -> Int -- ^ dimension Y of the input image + -> Signal Int -- ^ Input stream of pixel values + -> Signal Char -- ^ Output stream of ASCII characters +imageProcessingSDF dimX dimY inSig = processedImageSig + where + processedImageSig = asciiSDF gradientDimX gradientDimY sobelSig + sobelSig = sobelSDF halfDimX halfDimY correctedSig + correctedSig = correctionSDF halfDimX halfDimY controlSig brightnessSig resizedSig + controlSig = controlSDF brightnessSig + brightnessSig = brightnessSDF halfDimX halfDimY resizedSig + resizedSig = resizeSDF dimX dimY graySig + graySig = graySDF dimX dimY inSig + + halfDimX = dimX `div` 2 + halfDimY = dimY `div` 2 + gradientDimX = (halfDimX) - 2 + gradientDimY = (halfDimY) - 2 + diff --git a/development/model/src/IL2212/TestBench.hs b/development/model/src/IL2212/TestBench.hs new file mode 100644 index 0000000..8e45bf0 --- /dev/null +++ b/development/model/src/IL2212/TestBench.hs @@ -0,0 +1,37 @@ +----------------------------------------------------------------------------- +-- | +-- Module : IL2212.TestBench +-- Copyright : (c) George Ungureanu, 2018 +-- License : BSD-style (see the file LICENSE) +-- +-- Maintainer : ugeorge@kth.se +-- Stability : stable +-- Portability : portable +-- +-- Contains the testbench of this project. +----------------------------------------------------------------------------- +module IL2212.TestBench where + +import Data.List (intercalate) +import ForSyDe.Shallow (signal, fromSignal) +import IL2212.ImageProcessing +import IL2212.Utilities + +-- | Testbench function for the ForSyDe process network +-- 'IL2212.ImageProcessing.imageProcessing' . It reads a +-- as a +-- stream of pixels, replicates it @n@ times, feeds it into the +-- process network, collects the result stream and prints out the +-- output image(s). +testBench :: [FilePath] -- ^ path to the input PPM files. + -> IO () +testBench filePaths = do + (dimX, dimY, imageStream) <- readAllPPM filePaths + let -------testbench------- + signalOut = imageProcessingSDF dimX dimY (signal imageStream) + -------testbench------- + imageOut = intercalate "\n" $ partition dimX1 dimY1 $ fromSignal signalOut + dimX1 = (dimX `div` 2) - 2 + dimY1 = (dimY `div` 2) - 2 + + putStrLn imageOut diff --git a/development/model/src/IL2212/Utilities.hs b/development/model/src/IL2212/Utilities.hs new file mode 100644 index 0000000..c8c2c5b --- /dev/null +++ b/development/model/src/IL2212/Utilities.hs @@ -0,0 +1,142 @@ +----------------------------------------------------------------------------- +-- | +-- Module : IL2212.Utilities +-- Copyright : (c) George Ungureanu, 2018 +-- License : BSD-style (see the file LICENSE) +-- +-- Maintainer : ugeorge@kth.se +-- Stability : stable +-- Portability : portable +-- +-- Contains utility functions and additional vector skeletons. +----------------------------------------------------------------------------- +module IL2212.Utilities ( + -- * Matrix skeletons + + -- | These skeletons (patterns of parallel computation and + -- communication) are not defined in the @ForSyDe.Shallow@ library + -- and are provided as local functions. + mapMatrix, zipWithMatrix, reduceMatrix, rotateMatrix, + lengthX, lengthY, + + -- * Image utilities + + -- | Collection of functions for reading, printing or converting + -- between image formats. + toImage, fromImage, wrapImageF, printImage, + readPPM, readAllPPM, ppm2img, partition + ) where + +import Data.List (intercalate) +import ForSyDe.Shallow.Core.Vector + +-- | the /map (farm) parallel pattern/ with one input, on matrices. +mapMatrix = mapV . mapV + +-- | the /map (farm) parallel pattern/ with two inputs, on matrices. +zipWithMatrix = zipWithV . zipWithV + +-- | the /reduce parallel pattern/ on matrices. +reduceMatrix f = reduceV f . mapV (reduceV f) + +lengthX :: Vector (Vector a) -> Int +lengthX = lengthV . headV + +lengthY :: Vector (Vector a) -> Int +lengthY = lengthV + + +-- | Parallel communication (data access) pattern which "rotates" a +-- matrix. The rotation is controled with the /x/ and /y/ index +-- arguments as following: +-- +-- * @(> 0)@ : rotates the matrix right/down with the corresponding +-- number of positions. +-- +-- * @(= 0)@ : does not modify the position for that axis. +-- +-- * @(< 0)@ : rotates the matrix left/up with the corresponding +-- number of positions. +rotateMatrix :: Int -- ^ index on X axis + -> Int -- ^ index on Y axis + -> Vector (Vector a) + -> Vector (Vector a) +rotateMatrix x y = rotateV y . mapV (rotateV x) + +-- | Partitions a list of values into a list of list of values, +-- similar to a matrix. See 'toImage'. +partition :: Int -> Int -> [a] -> [[a]] +partition x y list + | y - length image > 1 = error "image dimention Y mismatch" + | otherwise = image + where + image = groupEvery x list + +groupEvery n [] = [] +groupEvery n l | length l < n = error "input P3 PPM image is ill-formed" + | otherwise = take n l : groupEvery n (drop n l) + +-- | Converts a list intro an 'ImageProcessing.Image' (i.e. matrix). +toImage :: Int -- ^ number of columns (X dimension) + -> Int -- ^ number of rows (Y dimension) + -> [a] -- ^ list of pixels + -> Vector (Vector a) -- ^ 'ImageProcessing.Image' of pixels +toImage x y = vector . map vector . partition x y + +-- | Converts an 'ImageProcessing.Image' back to a list. See +-- 'toImage'. +fromImage = concatMap fromVector . fromVector + +-- | Applies a function of images on a list. It basically performs +-- +-- fromImage . function . toImage x y +wrapImageF :: Int -- ^ X dimension + -> Int -- ^ Y dimension + -> (Vector (Vector a) -> Vector (Vector b)) + -- ^ function of images + -> [a] -- ^ Input list + -> [b] -- ^ Output list +wrapImageF x y f = fromImage . f . toImage x y + +-- | Reads the contents of a +-- and +-- returns a list with the pixel values, along with the dimensions of +-- the image. +readPPM :: String -- ^ file content + -> (Int, Int, [Int]) -- ^ (X dimension, Y dimension, list of pixel values) +readPPM str = (dimX, dimY, image) + where + imageData = map read $ tail $ words str :: [Int] + (dimX, dimY, _, image) = getHeader imageData + getHeader (x:y:max:img) = (x, y, max, img) + +-- | IO function which takes a list of paths to P3 PPM images, reads +-- the files with 'readPPM', checks if all images have the same +-- dimensions, concatenates all images and returns the obtained list +-- of pixel values along with the picture dimensions. +readAllPPM :: [FilePath] -- ^ list of paths to PPM images + -> IO (Int, Int, [Int]) + -- ^ IO (X dimension, Y dimension, list of pixel values from all images) +readAllPPM paths = do + imageFiles <- mapM readFile paths + let (xs,ys,images) = unzip3 $ map readPPM imageFiles + xdim = head xs + ydim = head ys + imageSigs + | not (all (==xdim) xs) = error "not all images have the same X dimension" + | not (all (==ydim) ys) = error "not all images have the same Y dimension" + | otherwise = foldl1 (++) images + return (xdim, ydim, imageSigs) + + +-- | Reads the contents of a +-- and +-- returns a ready image. Useful for testing the image processing +-- functions from the "ImageProcessing" module. +ppm2img str = let (x, y, ppm) = readPPM str + in toImage (x * 3) y ppm + +-- | Prints out the contents of an image. +printImage :: Show a => Vector (Vector a) -> IO () +printImage = putStrLn . intercalate "\n" . fromVector . mapV show + diff --git a/development/model/src/Main.hs b/development/model/src/Main.hs new file mode 100644 index 0000000..753b4a9 --- /dev/null +++ b/development/model/src/Main.hs @@ -0,0 +1,34 @@ +----------------------------------------------------------------------------- +-- | +-- Module : Main +-- Copyright : (c) George Ungureanu, 2018 +-- License : BSD-style (see the file LICENSE) +-- +-- Maintainer : ugeorge@kth.se +-- Stability : stable +-- Portability : portable +-- +-- Contains the main runner calling the testbench of this project. +----------------------------------------------------------------------------- +module Main where + +import IL2212.TestBench +import System.Environment +import System.Directory +import Data.List (isSuffixOf, sort) + +-- | The main function, calling the testbench for the +-- 'ImageProcessing.imageProcessing' process network. +-- +-- Usage in an interpreter session: +-- +-- > :main path/to/image-collection +main = do + args <- getArgs + files <- listDirectory (head args) + let ppmFiles = sort $ filter (isSuffixOf ".ppm") files + ppmFilePaths = map (\f->head args ++ "/" ++ f) ppmFiles + if null ppmFilePaths + then error "the directory does not contain PPM files" + else testBench ppmFilePaths + diff --git a/development/model/stack.yaml b/development/model/stack.yaml new file mode 100644 index 0000000..d958254 --- /dev/null +++ b/development/model/stack.yaml @@ -0,0 +1,4 @@ +resolver: lts-13.1 + +extra-deps: +- forsyde-shallow-3.4.0.0 diff --git a/development/modelSY/.gitignore b/development/modelSY/.gitignore new file mode 100644 index 0000000..a43070a --- /dev/null +++ b/development/modelSY/.gitignore @@ -0,0 +1,42 @@ +*~ +*# +dist +*TAGS +*auto +*.config +*sandbox +*bak +.stack-work +il2212.cabal + + +# Created by https://www.toptal.com/developers/gitignore/api/haskell +# Edit at https://www.toptal.com/developers/gitignore?templates=haskell + +### Haskell ### +dist +dist-* +cabal-dev +*.o +*.hi +*.hie +*.chi +*.chs.h +*.dyn_o +*.dyn_hi +.hpc +.hsenv +.cabal-sandbox/ +cabal.sandbox.config +*.prof +*.aux +*.hp +*.eventlog +.stack-work/ +cabal.project.local +cabal.project.local~ +.HTF/ +.ghc.environment.* + +# End of https://www.toptal.com/developers/gitignore/api/haskell + diff --git a/development/modelSY/ChangeLog.md b/development/modelSY/ChangeLog.md new file mode 100644 index 0000000..b096ba9 --- /dev/null +++ b/development/modelSY/ChangeLog.md @@ -0,0 +1,5 @@ +# Revision history for il2212 + +## 0.1.0.0 -- YYYY-mm-dd + +* First version. Released on an unsuspecting world. diff --git a/development/modelSY/LICENSE b/development/modelSY/LICENSE new file mode 100644 index 0000000..bca4859 --- /dev/null +++ b/development/modelSY/LICENSE @@ -0,0 +1,12 @@ +Copyright (c) 2018, George Ungureanu +All rights reserved. + +Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: + +1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. + +2. 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. + +3. Neither the name of the copyright holder 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 HOLDER 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. diff --git a/development/modelSY/Makefile b/development/modelSY/Makefile new file mode 100644 index 0000000..64498fe --- /dev/null +++ b/development/modelSY/Makefile @@ -0,0 +1,6 @@ +doc: + @cabal haddock --hyperlink-source + @mkdir -p dist/doc/html/il2212/resources + @cp resources/*.png dist/doc/html/il2212/resources + +.PHONY: doc diff --git a/development/modelSY/README.md b/development/modelSY/README.md new file mode 100644 index 0000000..577f7da --- /dev/null +++ b/development/modelSY/README.md @@ -0,0 +1,229 @@ +# IL2212 Specification Model of the Application + +This package contains the executable specification of the image processing application used for the IL2212 Embedded Software lab project, provided as a ForSyDe-Shallow (Haskell) model. + +## Installing + +The easiest way to install and run this haskell model is to first install [Stack](https://docs.haskellstack.org/en/stable/README/) and then issue at the `model` folder: + + stack install + +Once this command finishes, you should have acessible in your shell the executable `process-image` which is the executable spefication of the laboratory project. If you do, you can directly follow up with the "Running the testbench binary" section. +The easiest way to install haskell is, likely, to follow [the Haskell Platform](https://www.haskell.org/platform/) instructions for your OS. + +## Generating the documentation + +In order to generate de HTML documentation and open it, use `stack` again with the following command: + + stack haddock --open + +in the `model` project's folder. The documentation is generated inside a hidden folder (in UNIX-like OS'es) `.stack-work`, which makes it a bit tedious to open on our own. You could copy and paste the links generated by `stack haddock` in the URL of your browser if you so wish, though. + +## Running the testbench binary + +To run the generated executable program, type in: + + process-image path/to/test-image-folder + +For example: + + student@il2212:~/il2212-project/model$ process-image images/flag_tiny_mix/ + +U==U= + +U==U= + +U==U= + +U==U= + UUUUUUz--zUUUUUUUUUUUU + UUUUUz+..+zUUUUUUUUUUU + + UUUUUz+..+zUUUUUUUUUUU + UUUUUUz--zUUUUUUUUUUUU + +U==U= + +U==U= + +U==U= + +U==U= + +U==U= + +U==U= + +U==U= + +U==U= + UUUUUUz--zUUUUUUUUUUUU + UUUUUz+..+zUUUUUUUUUUU + + UUUUUz+..+zUUUUUUUUUUU + UUUUUUz--zUUUUUUUUUUUU + +U==U= + +U==U= + +U==U= + +U==U= + + + + + + + + + + + + + + +U==U= + +U==U= + +U==U= + +U==U= + UUUUUUz--zUUUUUUUUUUUU + UUUUUz+..+zUUUUUUUUUUU + + UUUUUz+..+zUUUUUUUUUUU + UUUUUUz--zUUUUUUUUUUUU + +U==U= + +U==U= + +U==U= + +U==U= + -t=-t= + -t=-t= + -t=-t= + -t--t= + ttttttt--/tttttttttttt + ttttt/=..=/ttttttttttt + + ttttt/=..=/ttttttttttt + tttttt/-:/tttttttttttt + -t--t= + -t=-t= + -t=-t= + -t=-t= + -t=-t= + -t=-t= + -t=-t= + -t--t= + ttttttt--/tttttttttttt + ttttt/=..=/ttttttttttt + + ttttt/=..=/ttttttttttt + tttttt/-:/tttttttttttt + -t--t= + -t=-t= + -t=-t= + -t=-t= + +U==U= + +U==U= + +U==U= + +U==U= + UUUUUUz--zUUUUUUUUUUUU + UUUUUz+..+zUUUUUUUUUUU + + UUUUUz+..+zUUUUUUUUUUU + UUUUUUz--zUUUUUUUUUUUU + +U==U= + +U==U= + +U==U= + +U==U= + +You can make your own picture test suite, by collecting PPM images into a folder. Make sure that the `.ppm` files do not contain comment lines (i.e. starting with `#`), and that all images in one folder have the same dimensions. + +## Testing functions in an interpreter + +Finally, in order to test the individual functions of the library, you need to open an interpreter session and load the needed modules. The GHCi interpreter is called, inside the project, with: + + stack ghci + +or, + + stack repl + +You can always exit the session with `Ctrl`+`D`. + +Your job will be to clearly understand the application specification, and a good practice to do that, apart from going through the code and through the documentation, is to test snippets and functions in the interpreter directly. As such, you would load in the interpreter either source files or, in this case, import library modules and test directly the functions or parts of the functions exported. + +For example, to test the `resize` functions exported by the `IL2212.ImageProcessing` module, you would roughly perform the following steps (consulting the generated documentation at the same time): + + Prelude Img U> ppm <- readFile "images/flag_tiny_good/flag_tiny_01.ppm" -- the '<-' assignment is used for non-pure I/O functions + Prelude Img U> let img = grayscale $ ppm2img ppm -- the 'let' assignment is used for pure functions + Prelude Img U> printImage $ mapMatrix truncate img -- notation 'f $ g x' is equivalent to 'f (g x)' + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <78,78,78,78,78,78,78,78,78,78,126,196,194,194,172,77,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78> + <198,198,198,198,198,198,198,198,198,198,197,193,194,194,195,199,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198> + <194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194> + <194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194> + <198,198,198,198,198,198,198,198,198,198,197,193,194,194,195,199,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198> + <78,78,78,78,78,78,78,78,78,78,126,196,194,194,172,77,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,80,80,80,80,80,130,196,194,194,173,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80> + Prelude Img U> let smallImg = resize img + Prelude Img U> printImage $ mapMatrix truncate smallImg + <80,80,80,80,80,163,194,126,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,163,194,126,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,163,194,126,80,80,80,80,80,80,80,80,80> + <79,79,79,79,79,162,194,125,79,79,79,79,79,79,79,79,79> + <196,196,196,196,196,194,194,195,196,196,196,196,196,196,196,196,196> + <196,196,196,196,196,194,194,195,196,196,196,196,196,196,196,196,196> + <79,79,79,79,79,162,194,125,79,79,79,79,79,79,79,79,79> + <80,80,80,80,80,163,194,126,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,163,194,126,80,80,80,80,80,80,80,80,80> + <80,80,80,80,80,163,194,126,80,80,80,80,80,80,80,80,80> + +Another example: say you do not understand the construction of the function `resize`. In this case you would reconstruct it step-by-step, as seen in the source code: + + resize = mapMatrix (/ 4) . sumRows . sumCols + where + sumCols = mapV (mapV (reduceV (+)) . groupV 2) + sumRows = mapV (reduceV (zipWithV (+))) . groupV 2 + +As an exercise, let us reconstruct what is happening in internal function `sumCols`, by using a dummy matrix as image: + + Prelude Img U V> import ForSyDe.Shallow.Core.Vector as V + Prelude Img U V> let v = vector [1..9] + Prelude Img U V> let dummy = vector [v,v,v,v] + Prelude Img U V> dummy + <<1,2,3,4,5,6,7,8,9>,<1,2,3,4,5,6,7,8,9>,<1,2,3,4,5,6,7,8,9>,<1,2,3,4,5,6,7,8,9>> + Prelude Img U V> printImage dummy + <1,2,3,4,5,6,7,8,9> + <1,2,3,4,5,6,7,8,9> + <1,2,3,4,5,6,7,8,9> + <1,2,3,4,5,6,7,8,9> + Prelude Img U V> :t groupV + groupV :: Int -> Vector a -> Vector (Vector a) + Prelude Img U V> let f1 = mapV (groupV 2) + Prelude Img U V> :t f1 + f1 :: Vector (Vector a) -> Vector (Vector (Vector a)) + Prelude Img U V> printImage $ f1 dummy + <<1,2>,<3,4>,<5,6>,<7,8>> + <<1,2>,<3,4>,<5,6>,<7,8>> + <<1,2>,<3,4>,<5,6>,<7,8>> + <<1,2>,<3,4>,<5,6>,<7,8>> + Prelude Img U V> let f2 = mapV (reduceV (+)) + Prelude Img U V> :t f2 + f2 :: Num b => Vector (Vector b) -> Vector b + Prelude Img U V> f2 dummy + <45,45,45,45> + Prelude Img U V> let f3 = mapV (mapV (reduceV (+)) . groupV 2) + Prelude Img U V> :t f3 + f3 :: Num b => Vector (Vector b) -> Vector (Vector b) + Prelude Img U V> printImage $ f3 dummy + <3,7,11,15> + <3,7,11,15> + <3,7,11,15> + <3,7,11,15> + +Hopefully the above exercises served as an appetizer to get your hands dirty with this ForSyDe-Haskell model. Understanding the system specification at such an abstraction level, albeit far from a specific implementation, enlarges the possible design space and opens up potential ways for alternative mappings and for exploiting various platforms. + +Good materials for helping with language or library related issues, which you should consult at any time: + +* [the suggested book](http://learnyouahaskell.com/), or any beginners' manual; +* the generated API documentation; +* the [ForSyDe-Shallow](https://hackage.haskell.org/package/forsyde-shallow) API documentation; +* (especially) [Hoogle](https://www.haskell.org/hoogle/). + +Additional material on the core concepts will be given during the lectures. diff --git a/development/modelSY/Setup.hs b/development/modelSY/Setup.hs new file mode 100644 index 0000000..9a994af --- /dev/null +++ b/development/modelSY/Setup.hs @@ -0,0 +1,2 @@ +import Distribution.Simple +main = defaultMain diff --git a/development/modelSY/app/Main.hs b/development/modelSY/app/Main.hs new file mode 100644 index 0000000..259c984 --- /dev/null +++ b/development/modelSY/app/Main.hs @@ -0,0 +1,115 @@ +----------------------------------------------------------------------------- +-- | +-- Module : Main +-- Copyright : (c) George Ungureanu, 2019 +-- License : BSD3 +-- +-- Maintainer : ugeorge@kth.se +-- Stability : stable +-- Portability : portable +-- +-- Contains the main runner calling the testbench of this project. +----------------------------------------------------------------------------- +module Main where + +import System.Console.GetOpt +import System.IO +import System.Exit +import System.Environment +import System.Directory +import Data.List (sort, isSuffixOf, intercalate, nub) + + +import ForSyDe.Shallow + +import IL2212.ImageProcessing +import IL2212.Utilities +import IL2212.TestBench + +-- | The main function, calling the testbench for the +-- 'Tracker.imageProcessing' process network. +-- +-- Usage in an interpreter session: +-- +-- > :main path/to/image-collection +main = do + (opts,color,path) <- getArgs >>= parse + files <- listDirectory (head path) + let ppmFiles = sort $ filter (isSuffixOf ".ppm") files + inputPaths = checkEmpty $ map (\f->head path ++ "/" ++ f) ppmFiles :: [FilePath] + checkEmpty [] = error "the directory does not contain PPM files" + checkEmpty a = a + in + testBench inputPaths + -- (x, y, imgs) <- readAllPPM inputPaths + -- let positions = splitEvery 2 $ fromSignal $ imageProcessing $ signal imgs + + ----------------------------------------------------- + -- mapM_ (printOut color x y inputPaths imgs positions) opts + + +-- printOut _ _ _ _ _ coords Coordinates = putStrLn $ intercalate "\n" $ map show coords +-- printOut _ x y paths imgs _ PrintInput = do +-- let imgBuffs = map (matrix (x*3) y) $ splitEvery (x*y*3) imgs +-- grayed = map grayscale imgBuffs +-- printImg (path,img) = do { putStrLn path; printAscii 255 img; putStrLn "\n" } +-- mapM_ printImg $ zip paths grayed +-- printOut color x y paths imgs coords PrintOutput = do +-- let imgBuffs = map (matrix (x*3) y) $ splitEvery (x*y*3) imgs +-- grayed = map grayscale imgBuffs +-- hidden = zipWith hide coords grayed +-- censorM = matrix 9 9 $ replicate 81 (fromIntegral color) +-- hide [x,y] img = replaceMat (x-4) (y-4) censorM img +-- printImg (path,c,img) = do { putStrLn (path ++ show c); printAscii 255 img; putStrLn "\n" } +-- mapM_ printImg $ zip3 paths coords hidden + + +-------------------------------------------- + +data Flag + = Coordinates -- -c --coords + -- | PrintInput -- -i --inputs + -- | PrintOutput -- -o --hidden + | Color String -- --color + | Help -- -h --help + deriving (Eq,Ord,Show) + +flags = + [Option ['c'] ["coords"] (NoArg Coordinates) + "Prints the detection coordinates (default)" + -- ,Option ['i'] [] (NoArg PrintInput) + -- "Prints the grayed-out input images in ASCII art" + -- ,Option ['o'] [] (NoArg PrintOutput) + -- "Prints the grayed-out processed images in ASCII art" + ,Option [] ["color"] (ReqArg Color "GRAY_VAL") + "Gray value of the hiding patch (default=0, i.e. black)" + ,Option ['h'] ["help"] (NoArg Help) + "Print this help message" + ] + +parse argv + = case getOpt Permute flags argv of + (args,path,[]) -> do + let options = + let ops = concatMap (\x->filter (==x) args) [Coordinates] + in if null ops then [Coordinates] else nub ops + color = + let n = filter isColor args + isColor (Color _) = True + isColor _ = False + getColor (Color c : _) = read c :: Int + getColor [] = 0 :: Int + val = getColor n + in if val < 0 || val > 255 + then error $ "Value " ++ show val ++ "does not correspond to a grayscale level!" + else val + if Help `elem` args + then do hPutStrLn stderr (usageInfo header flags) + exitWith ExitSuccess + else return (options,color,path) + (_,_,errs) -> do + hPutStrLn stderr (concat errs ++ usageInfo header flags) + exitWith (ExitFailure 1) + + where header = "Usage: il2212-track [-cioh|--color] PATH\nDetect a specific moving shape in a set of image frames.\n\nPATH is the path to a folder containing PPM images with the same dimensions,\n sorted in alphabetical order.\nOptions:" + diff --git a/development/modelSY/images/flag_large/flag.ppm b/development/modelSY/images/flag_large/flag.ppm new file mode 100644 index 0000000..dffecad --- /dev/null +++ b/development/modelSY/images/flag_large/flag.ppm @@ -0,0 +1,91083 @@ +P3 +220 138 +255 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 +106 +167 +0 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+99 +160 +101 +99 +160 diff --git a/development/modelSY/package.yaml b/development/modelSY/package.yaml new file mode 100644 index 0000000..75a127a --- /dev/null +++ b/development/modelSY/package.yaml @@ -0,0 +1,33 @@ +name: il2212 +version: 0.2.0.0 +synopsis: image processing application for IL2212 lab project +description: This is a ForSyDe-Haskell project meant to serve as specification model for the image processing application used in the IL2212 Embedded Software lab. Visit the links below for detailed documentation for each module. +license: MIT +license-file: LICENSE +author: George Ungureanu +maintainer: ugeorge@kth.se + +extra-source-files: +- README.md +- ChangeLog.md + +dependencies: +- base >=4.6 && <6 +- forsyde-shallow >= 3.3.4 +- directory >= 1.2.5.0 +library: + source-dirs: src + +executables: + process-image: + main: Main.hs + source-dirs: app + ghc-options: + - -O2 + - -threaded + - -rtsopts + - -eventlog + - -with-rtsopts=-N + dependencies: + - il2212 + diff --git a/development/modelSY/resources/grayscale.png b/development/modelSY/resources/grayscale.png new file mode 100644 index 0000000000000000000000000000000000000000..ba75ddf9f5949981fadb6b9ff7e19bc6fc9881fb GIT binary patch literal 4152 zcmV-85XbL{P)FEKql{wtqdX2DW{OMGLQqrdU!*PL%G`kLeG&0TsG3IH4_`UejGf&Y8&vQ#*N z^w_A#Y^G0gRC-pJAd;E3+zB3+%k&f^N5v*Y{!sA0O8y6>M`oulM{aV;20?6eOgi)b z4mC0`Gz8yg@z(2Wk0D0?|ITMw-@W8|0NAqtAbY-h;gtY%?f^jg@pn&csjrlL06OmQ zGX$C6Jk;`r1_VF>bRYv1fhy1hy1)pS0ZU*D9Dob(0KOmytOI-y0}_D%WPx0;4HSSP zum|i1RiG9$fF{riPJ>Qx9$W#}!EJCC41*^?2qwTQAOi2fJOn{lhz!vn8Au6Ihjbt# zhz(go4v-t<4Fy4=P&AYTWk9*mcBlv{g{q)Bs0sQ7ItN{WZbF05BWMhohW>^=!3a!( z>97K<0qetTm;<}QzVKQ&8cv0C;Cy&DTmjd^C*ThF3Va(LhK2AecoqQ&5n&+8h%UlL zxQGW5j6@*E7FbhA@>j=GJ||XVNf&_6Qzr?L^-4UP<&J>YBQ=BRfRf^ z>Ol3P?xDs|BGeZ&87+_2L0h1C=sLMXXw^Lu^RwH3d&mr*J6iC^?jJ${ETX%8WQ( zTtl2I9wxq7yjuL6_=xzd1Wm$F!b2iaqFAC?;-PyQEsBhNR}C<)m$;Bc%(a+oXr3Kglp<9Ax5U_R4h1Je5VsYRh`bX2~9s zy(T*&N0+mdKO)~RKdYdq;G~eEP^oZLVMdXmXsZ~fSf+SU zaaxI{WUUmdRHk%E=_ON=$zdiiE111Zk+Qt9vvP)Vo$`S4yb4RjPbE*KP35U7L6xl< zrCO%iqbgEUQgc_!Rcldutd3V_tH-DxQ14Tp(_m=?XzbMJ)RnwbhrTTQ3U)XYN7YRpF1bhanEn0><> zZEk12#r(YaM+;Mnbc@p#e_85U##=U9POW0Cid@yOYTQc2D$J_RN@&fr4z)gPEwoX# z3A3rUd2Xv}8)4gMJIT@F#Bok=UfUVi3GCYK=C~HzP29`&h`p12q5XgZ)xpo9%Hf%# ziet26i=)WN#A&0`WoNXrtMgvx5uO5%&uij|T+CcHx%9e{Tzy=tT%WsXy9wO7-C=hZ z_kHf8tJPO0t?u*y9z2hI9#1`4o~fR{dSSdgy{f%lcpG}>diVLzeAfFk`@HwH^DXgx z;-~4C;n(9&@elED@}CQ^4=4=~2I>cH3cMX88x$MV6^sq`4{i*eUE{E3|C)&qlaPXt z2Wwetv)A5SC%Z0T-G%j(^ZqAX%M z(kikvax%&)sx)dU+A4Zq^mL3(OnJ;qEH}0)_D!5~Ty5N3yhr@8_{D^PgtkOnVrb&I zBx+K8Qg5Qmx+QZjPB26nC7Rk`a+ zVMO7rB7>sxqJ?69@vWZ?f3Em>ad*`2ffCb_LwhiLlJ-2G(ePeH~@Y zvcj@=``7QkS#Dfjdw_5t6q}i_wn8)v!~WcD3rZ*0nL(icW!38K++U68g)7)2^p`&alt4o>f0v(@twI z?0`Bpbci}*I)z<9U4!Rb&h>O#cDMhk_v^9q%IB*uNM0zpNVu4Paq&{lrP<3VmuId- zUm5RN-}B^Z;MM!RUcCd?T(8}@?s)xbAE)oq4XYdHZ(7_ucZ+?i^S0^jj((H=_TNl? zYacKj=(uBcr|Yiy-R{9vgBOQvhOXSRzjysU@BZ!K)x(1i{2n|U2^kSSjCeTpDB;nY z$C;1kpKKjPj}|@^e_H-b{#pI+TEDjmO@$Z6?8o|_`#gU#&L4mEN7^3?6ZtR5FUlvC zCYz>=rp`}0PTzgG=H004R>004l5008;`004mK004C`008P>0026e000+ooVrmw00002VoOIv z0RM-N%)bBt010qNS#tmY0G0p%0G0r8M*i>s000McNliru;sFa41}Bt+&F%mI1?x#f zK~!ko?ON-Zv@8s@g=xVSY{3?6ffj6m7HGj1Xn_`J!4`Z&LTnwqbrWpMd>|lKw7@fcE(*gOkaOTZttW=xg@Ihfgwkgr3VY$=xm# z%B{>gW(R*|ap+;@=aIHf8HLvcTK9v!S^sX_T+$-^Y{tr`2JzPnzf@wN^|4x=`C&Ph z-PU9ka=4xhjQ~&#z^`r334p2GoL7h4!{w2Z4gxXrAM2b6Wbkm#_VABnjVlbmsNK!P zoCegjJ2F~4mihyh-cP7qYr~)E&n&LcZamPIAUhco>nd-R2XgAmCKla?32*+(BZxw* z*YsqL*~1C^dryV%PG^LTp%`qIk)2t{z?c<%d3{4YFrNxTfN`rzZ&?A^ZxZ zfSn8aorzH%B-ay(kjE8}a-+NB{vN~2M8_Vv?^xVvmgibZYAo^@DO(U6d*>l=>k20{OzLiO0Uoji+g;h*LPv>(EMkIc+!ql<}c zF)D^>b#$)tgl6RBmLdIm2!DAeS4bQ{wF}gS*e9+p)9C+hw*5`&8yh?W{~Et*W)^F+ zN=2(Rq8%5XrM{_q&{3$3aE|HDNt0p6@;?0Ug}}E{U!rq%FOWv?7qDsz{t2=#{SIkL z`5N~ZB%_})WxbIkIwx{4^|HhQ9}YDr4EYr&aL;U=8NKCa$kS_^JiT?-V~31@Sa4_EkWF*IpxG^uCJY z-Tvc=85y;ZOoS6x;^on$V1eM6iiC4X9G5?Uf5YM>_|x}Hv5Zz5O9}jS8J(O{Qt(|u z_-{RlP?K|Ux8R!Ad9V8}uzgKmY$XK3uvktSvuYWg@S>RhjqSo`lp0MZ{Ed1$VX*qQ zw$8z++|0RzAXgcztD-!Y(=ww&*H%0GnvSl@UCNjQO&ZPRgLVk46Xce~vxQHFH;t|) zoZKImsEUGvkGF`i3TU;N&q?k0sl5`!Uv>bF=946?90Skh@nt8=SPy&sjJcW=ZL@=! 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zgp=pTrfIUM?V`Gm zlan8>Z+P=7HSy(8kuyt=r5iC*YS#Ng8f8JH%Yo6nDzBrK*h7b8uu-p6XFUf`42i$_ zCjV~s{Ibp~lA%q(cVNP#{zmC{wE8Fx(nQoD_lU1G({y_nmTEbMXT>SA#u;V<8eJ`z zk4pU=v7E`;-M;x1=0zo&Zzr4+mHH&OVsv*=u6}$wb@K5?ek*QuA!Hlh@av2x{M#Ht z06xBb7&Cb=>eE4F-{l-9b9v8WztDcZqRnhyVs}|PzseN?r+M%H!27^6=%k|0`r4Xv zzncrdg10Q8K5sInY!~;Mx;_tJ{u>1RH@x@*9tv;_Yw{Bv-XME90;tWD-YozmKpewb z(v8Fbo{Xb7Jm3JFaK1v+fdRqmAvprDlM*X706*#u%mD1LzK#Lli0X+$nW+;675C~V zl{)G0aI_!5+#0<{!!4o{H+PF)u|%HJnirAsmmQgo%RM=1SAI*uG4{{;Cijx?>-QS% zyY-bH@Ln6UylUD#I4sZq*4r^6PXIzXqY|D6G&k) zUvw8YLNGMv@3^g={?uc&Z^GlAgmos!3<-7_X`fpE^;GAs9^&|Gan|5S$A!eH^}pFr->wy>tq&8g|VS15T0 z+KD-4>oi!Xu-&QY-)p`x)*TbEp3y`1EkZQ>k+k8ct)pG)3tQr;K*FqS*uS-0ffl}ZECv_Cp~ z+N<*Rg9zmbpoPJS6ctFX?esSXom~eV4!#@nu`$tZq%Nx}a#|;c!qwjc55j}gPj~&0 zsDeSGH9$RyybDOHz-veA?4eZKR>MA_-Dc{g+LH2&fhZ(kS_#;33I$a- zFK|Fb5M}{SNnxFGLTrHcLgTwe^$f%Ueg5AAkfyS1_RZ!c)xW6zbkA^NgFOu(sL4jU z)MEc>9^RZ7ia+IVc((_Spa%>zS?N^tfrrSb5Q+O^;7=R&0A> +grayscale :: Image Int -> Image Double +grayscale = mapMatrix (convert . fromVector) . mapV (groupV 3) + where + convert [r,g,b] = fromIntegral r * 0.3125 + + fromIntegral g * 0.5625 + + fromIntegral b * 0.125 + convert _ = error "X length is not a multiple of 3" + +-- | Resizes an image using a technique based on interpolation, using +-- the transformation below: +-- +-- <> +resize :: Image Double -> Image Double +resize = mapMatrix (/ 4) . sumRows . sumCols + where + sumCols = mapV (mapV (reduceV (+)) . groupV 2) + sumRows = mapV (reduceV (zipWithV (+))) . groupV 2 + +-- | the minimum brightness level +minBrightness :: Image Double -- ^ input image + -> Double +minBrightness img = reduceMatrix min img + +-- | the maximum brightness level +maxBrightness :: Image Double -- ^ input image + -> Double +maxBrightness img = reduceMatrix max img + +-- | Corrects the brightness level in a picture, based on the +-- previously-identified minimum and maximum values, using four +-- threshold levels. +correction :: Double -- ^ minimum brightness level + -> Double -- ^ maximum brightness level + -> Image Double -- ^ input image + -> Image Double -- ^ output image +correction hmax hmin = mapMatrix rescale + where + rescale h + | hmax - hmin > 127 = h + | hmax - hmin > 63 = (h - hmin) * 2 + | hmax - hmin > 31 = (h - hmin) * 4 + | hmax - hmin > 15 = (h - hmin) * 8 + | otherwise = (h - hmin) * 16 + +-- | Performs edge detection using the +-- . +-- +-- Edges are areas with strong intensity contrasts in an image. This +-- algorithm calculates abrupt changes and their magnitude, based on +-- the gradient of intensity at each point in the image. It is +-- specified using a /stencil parallel pattern/, which: +-- +-- * performs +-- of the original image with two kernel matrices /Kx/ and /Ky/, one +-- for detecting changes in the /x/-direction and one for the +-- /y/-direction. This results in two gradient matrices /Gx/ and /Gy/. +-- +-- * combines the two approximations to obtain the gradient magnitude +-- /G/. +-- +-- * scales the magnitude matrix to be correctly represented in +-- grayscale format. +-- +-- <> +sobel :: Image Double -> Image Double +sobel img = dropMargins $ zipWithMatrix (\x y -> sqrt (x ** 2 + y ** 2) / 4) gx gy + where + dropMargins = mapV (tailV . initV) . tailV . initV + gx = reduceV (zipWithMatrix (+)) (vector [gx11, gx13, gx21, gx23, gx31, gx33]) + gy = reduceV (zipWithMatrix (+)) (vector [gy11, gy12, gy13, gy31, gy32, gy33]) + ------------------------------------------------------ + gx11 = mapMatrix (* (-1)) (rotateMatrix 1 1 img) +-- gx12 = mapMatrix (* 0 ) (rotateMatrix 0 1 img) + gx13 = mapMatrix (* 1 ) (rotateMatrix (-1) 1 img) + gx21 = mapMatrix (* (-2)) (rotateMatrix 1 0 img) +-- gx22 = mapMatrix (* 0 ) img + gx23 = mapMatrix (* 2 ) (rotateMatrix (-1) 0 img) + gx31 = mapMatrix (* (-1)) (rotateMatrix 1 (-1) img) +-- gx32 = mapMatrix (* 0 ) (rotateMatrix 0 (-1) img) + gx33 = mapMatrix (* 1 ) (rotateMatrix (-1) (-1) img) + ------------------------------------------------------ + gy11 = mapMatrix (* (-1)) (rotateMatrix 1 1 img) + gy12 = mapMatrix (* (-2)) (rotateMatrix 0 1 img) + gy13 = mapMatrix (* (-1)) (rotateMatrix (-1) 1 img) +-- gy21 = mapMatrix (* 0 ) (rotateMatrix 1 0 img) +-- gy22 = mapMatrix (* 0 ) img +-- gy23 = mapMatrix (* 0 ) (rotateMatrix 1 0 img) + gy31 = mapMatrix (* 1 ) (rotateMatrix 1 (-1) img) + gy32 = mapMatrix (* 2 ) (rotateMatrix 0 (-1) img) + gy33 = mapMatrix (* 1 ) (rotateMatrix (-1) (-1) img) + +-- | Converts a 256-value grayscale image to a 16-value ASCII art +-- image. +toAsciiArt :: Image Double -> Image Char +toAsciiArt = mapMatrix num2char + where + num2char n = asciiLevels !! level n + level n = truncate $ nLevels * (n / 255) + nLevels = fromIntegral $ length asciiLevels - 1 + +------------------------------------------------------------- + -- SDF process network -- +------------------------------------------------------------- + +-- | The graySDF actor, which transforms a every RGB image from a stream +-- into a grayscale one. In this case it is assumed that the X dimension holds the additional information. +graySY :: Signal (Image Int) -- ^ stream of pixels from the RGB image + -> Signal (Image Double) -- ^ stream of resulting grayscale pixels +graySY = mapSY grayscale + +-- | The sobel SDF actor, which applies the Sobel operator in the image stream. +sobelSY :: Signal (Image Double) -- ^ stream of pixels for the image to be sobel'd. + -> Signal (Image Double) -- ^ stream of resulting gradient magnitude. +sobelSY = mapSY sobel + +-- | The ASCII actor, which outputs the ASCII 'art' of the image stream. +asciiSY :: Signal (Image Double) -- ^ stream of pixels to be printed + -> Signal (Image Char) -- ^ stream of resulting ASCII pixels +asciiSY = mapSY toAsciiArt + +-- | This function serves as a wrapper for the correctionSDF since the actor +-- acquires input from others to decide if correction should be applied or not +correctionFunc :: Control -> Double -> Double -> Image Double -> Image Double +correctionFunc Disable _ _ = id +correctionFunc Enable hmax hmin = correction hmax hmin +correctionFunc _ _ _ = error "correctFunc: invalid process function" + +-- | The correction actor, which outputs a brightness correction according +-- to its function. +correctionSY :: Signal Control -- ^ control signal stream + -> Signal Double -- ^ stream of maxima + -> Signal Double -- ^ stream of minima + -> Signal (Image Double) -- ^ stream of input image pixels + -> Signal (Image Double) -- ^ stream of output image pixels +correctionSY = zipWith4SY correctionFunc + +-- | the resize actor, which performs a interpolation for eavery image in the stream. +-- In this case from the defining function the dimensions get halved. +resizeSY :: Signal (Image Double) -- ^ stream of pixels to te interpolated + -> Signal (Image Double) -- ^ stream of resulting interpolated pixels +resizeSY = mapSY resize +-- +-- | the brightness actor, which output the maximum and minimum bright pixels +-- for every image in the stream. +maxBrightnessSY :: Signal (Image Double) -- ^ stream of pixels to be analyzed + -> Signal Double -- ^ stream of maxima and minima +maxBrightnessSY = mapSY maxBrightness + +minBrightnessSY :: Signal (Image Double) -- ^ stream of pixels to be analyzed + -> Signal Double -- ^ stream of maxima and minima +minBrightnessSY = mapSY minBrightness + +-- | Process constructor which builds a process network pattern +-- similar to that of a Moore state machine, but using SDF processes +-- for manipulating the next state, output decoder and initial +-- state. The functions passed to the SDF processes for next state and +-- output decoding are wrapped in triples along with the production +-- and consumption rates. +-- +-- /*/ : input for next state process +-- @ ((consumption_from_state_signal, consumption_from_input_signal), production, next_state_function) @ +-- +-- /**/ : input for output decoder process +-- @ (consumption_from_state_signal, production, output_decoder_function) @ +mooreSDF :: ((Int,Int), Int, [st]->[a]->[st]) -- ^ /*/ + -> ( Int, Int, [st]->[b]) -- ^ /**/ + -> [st] -- ^ list with initial tokens present on the self-loop + -> Signal a -- ^ input signal + -> Signal b -- ^ output signal +mooreSDF ((consState,consInput),prodState,nextStateFunc) (consOut,prodOut,outputFunc) initTokens inSig = outSig + where + nextStateSig = actor21SDF (consState,consInput) prodState nextStateFunc stateSig inSig + stateSig = delaySDF initTokens nextStateSig + outSig = actor11SDF consOut prodOut outputFunc stateSig + +-- | the control actor, which keeps an average of levels for some images in the stream and +-- outputs the control signal for the latest image being processed. It uses the mooreSDF +-- pattern to achieve this functionality. +controlSY :: Signal Double -- ^ the maximum value + -> Signal Double -- ^ the minimum value + -> Signal Control -- ^ output control +controlSY maxSig minSig = mooreSY (nextFunc) (outFunc) initVal (zipSY maxSig minSig) + where + nextFunc :: [(Double, Double)] -> (Double, Double) -> [(Double, Double)] -- revolving buffer with lists + nextFunc state new = (tail state) ++ [new] + + diffTuple (a, b) = a - b + + outFunc :: [(Double, Double)] -> Control + outFunc state = if (sum (map diffTuple state) / fromIntegral (length state)) < 128 + then Enable + else Disable + initVal = [(255.0, 0.0), (255.0, 0.0), (255.0, 0.0)] + +-- | SDF process network chaining a series of image processing +-- algorithms upon a stream of pixel values originating from a +-- . +imageProcessingSY :: Signal (Image Int) -- ^ Input stream of pixel values + -> Signal (Image Char) -- ^ Output stream of ASCII characters +imageProcessingSY inSig = processedImageSig + where + processedImageSig = asciiSY sobelSig + sobelSig = sobelSY correctedSig + correctedSig = correctionSY controlSig maxBrightnessSig minBrightnessSig resizedSig + controlSig = controlSY maxBrightnessSig minBrightnessSig + maxBrightnessSig = maxBrightnessSY resizedSig + minBrightnessSig = minBrightnessSY resizedSig + resizedSig = resizeSY graySig + graySig = graySY inSig + +{- + - + - correctSDF = actor31SDF (1, 2, x2 * y2) (x2 * y2) correctFunc + - resizedSig = actor11SDF (x1 * y1) (x2 * y2) (wrapImageF x1 y1 resize) sig + - brightnessSig = actor11SDF (x2 * y2) 2 (brightness . toImage x2 y2) resizedSig + - graySDF = actor11SDF (x0 * y1) (x1 * y1) (wrapImageF x0 y1 grayscale ) + - sobelSDF = actor11SDF (x2 * y2) (x3 * y3) (wrapImageF x2 y2 sobel ) + - asciiSDF = actor11SDF (x3 * y3) (x3 * y3) (wrapImageF x3 y3 toAsciiArt) + - resizeAndCorrectSDF sig = correctSDF controlSig brightnessSig resizedSig + - where + - correctSDF = actor31SDF (1, 2, x2 * y2) (x2 * y2) correctFunc + - resizedSig = actor11SDF (x1 * y1) (x2 * y2) (wrapImageF x1 y1 resize) sig + - brightnessSig = actor11SDF (x2 * y2) 2 (brightness . toImage x2 y2) resizedSig + - controlSig = mooreSDF + - ((3,2), 3, nextStateFunc) + - ( 3 , 1, outDecodeFunc 3) + - [255,255,255] + - brightnessSig + - ------------------------------------------------------------ + - -- Process functions + - ------------------------------------------------------------ + - correctFunc :: [Control] -> [Double] -> [Double] -> [Double] + - correctFunc [Disable] _ = wrapImageF x2 y2 id + - correctFunc [Enable ] [hmin,hmax] = wrapImageF x2 y2 (correction hmin hmax) + - correctFunc _ _ = error "correctFunc: invalid process function" + - ------------------------------------------------------------ + - nextStateFunc :: [Double] -> [Double] -> [Double] -- revolving buffer with lists + - nextStateFunc state [hmin, hmax] = (hmax-hmin) : init state + - nextStateFunc _ _ = error "nextStateFunc: invalid process function" + - ------------------------------------------------------------ + - outDecodeFunc :: Int -> [Double] -> [Control] + - outDecodeFunc n levels = if (sum levels / fromIntegral n) < 128 + - then [Enable] + - else [Disable] + - ------------------------------------------------------------ + - -- Production / consumption rates + - ------------------------------------------------------------ + - -- + - + - + -} diff --git a/development/modelSY/src/IL2212/TestBench.hs b/development/modelSY/src/IL2212/TestBench.hs new file mode 100644 index 0000000..884e06c --- /dev/null +++ b/development/modelSY/src/IL2212/TestBench.hs @@ -0,0 +1,38 @@ +----------------------------------------------------------------------------- +-- | +-- Module : IL2212.TestBench +-- Copyright : (c) George Ungureanu, 2018 +-- License : BSD-style (see the file LICENSE) +-- +-- Maintainer : ugeorge@kth.se +-- Stability : stable +-- Portability : portable +-- +-- Contains the testbench of this project. +----------------------------------------------------------------------------- +module IL2212.TestBench (testBench) where + +import Data.List (intercalate) +import ForSyDe.Shallow (signal, fromSignal) +import ForSyDe.Shallow.Core.Vector (fromVector, mapV) +import IL2212.ImageProcessing +import IL2212.Utilities + +-- | Testbench function for the ForSyDe process network +-- 'IL2212.ImageProcessing.imageProcessing' . It reads a +-- as a +-- stream of pixels, replicates it @n@ times, feeds it into the +-- process network, collects the result stream and prints out the +-- output image(s). +testBench :: [FilePath] -- ^ path to the input PPM files. + -> IO () +testBench filePaths = do + (dimX, dimY, imageStream) <- readAllPPM filePaths + let -------testbench------- + imageInStream = groupEvery (3 * dimX * dimY) imageStream :: [[Int]] + matrixImageStream = map (toImage (3*dimX) dimY) imageInStream + signalOut = imageProcessingSY (signal matrixImageStream) + -------testbench------- + imageList = fromSignal signalOut + in + putStrLn . intercalate "\n====\n" $ map (intercalate "\n" . fromVector . mapV show) imageList diff --git a/development/modelSY/src/IL2212/Utilities.hs b/development/modelSY/src/IL2212/Utilities.hs new file mode 100644 index 0000000..7f00d02 --- /dev/null +++ b/development/modelSY/src/IL2212/Utilities.hs @@ -0,0 +1,142 @@ +----------------------------------------------------------------------------- +-- | +-- Module : IL2212.Utilities +-- Copyright : (c) George Ungureanu, 2018 +-- License : BSD-style (see the file LICENSE) +-- +-- Maintainer : ugeorge@kth.se +-- Stability : stable +-- Portability : portable +-- +-- Contains utility functions and additional vector skeletons. +----------------------------------------------------------------------------- +module IL2212.Utilities ( + -- * Matrix skeletons + + -- | These skeletons (patterns of parallel computation and + -- communication) are not defined in the @ForSyDe.Shallow@ library + -- and are provided as local functions. + mapMatrix, zipWithMatrix, reduceMatrix, rotateMatrix, + lengthX, lengthY, groupEvery, + + -- * Image utilities + + -- | Collection of functions for reading, printing or converting + -- between image formats. + toImage, fromImage, wrapImageF, printImage, + readPPM, readAllPPM, ppm2img, partition + ) where + +import Data.List (intercalate) +import ForSyDe.Shallow.Core.Vector + +-- | the /map (farm) parallel pattern/ with one input, on matrices. +mapMatrix = mapV . mapV + +-- | the /map (farm) parallel pattern/ with two inputs, on matrices. +zipWithMatrix = zipWithV . zipWithV + +-- | the /reduce parallel pattern/ on matrices. +reduceMatrix f = reduceV f . mapV (reduceV f) + +lengthX :: Vector (Vector a) -> Int +lengthX = lengthV . headV + +lengthY :: Vector (Vector a) -> Int +lengthY = lengthV + + +-- | Parallel communication (data access) pattern which "rotates" a +-- matrix. The rotation is controled with the /x/ and /y/ index +-- arguments as following: +-- +-- * @(> 0)@ : rotates the matrix right/down with the corresponding +-- number of positions. +-- +-- * @(= 0)@ : does not modify the position for that axis. +-- +-- * @(< 0)@ : rotates the matrix left/up with the corresponding +-- number of positions. +rotateMatrix :: Int -- ^ index on X axis + -> Int -- ^ index on Y axis + -> Vector (Vector a) + -> Vector (Vector a) +rotateMatrix x y = rotateV y . mapV (rotateV x) + +-- | Partitions a list of values into a list of list of values, +-- similar to a matrix. See 'toImage'. +partition :: Int -> Int -> [a] -> [[a]] +partition x y list + | y - length image > 1 = error "image dimention Y mismatch" + | otherwise = image + where + image = groupEvery x list + +groupEvery n [] = [] +groupEvery n l | length l < n = error "input P3 PPM image is ill-formed" + | otherwise = take n l : groupEvery n (drop n l) + +-- | Converts a list intro an 'ImageProcessing.Image' (i.e. matrix). +toImage :: Int -- ^ number of columns (X dimension) + -> Int -- ^ number of rows (Y dimension) + -> [a] -- ^ list of pixels + -> Vector (Vector a) -- ^ 'ImageProcessing.Image' of pixels +toImage x y = vector . map vector . partition x y + +-- | Converts an 'ImageProcessing.Image' back to a list. See +-- 'toImage'. +fromImage = concatMap fromVector . fromVector + +-- | Applies a function of images on a list. It basically performs +-- +-- fromImage . function . toImage x y +wrapImageF :: Int -- ^ X dimension + -> Int -- ^ Y dimension + -> (Vector (Vector a) -> Vector (Vector b)) + -- ^ function of images + -> [a] -- ^ Input list + -> [b] -- ^ Output list +wrapImageF x y f = fromImage . f . toImage x y + +-- | Reads the contents of a +-- and +-- returns a list with the pixel values, along with the dimensions of +-- the image. +readPPM :: String -- ^ file content + -> (Int, Int, [Int]) -- ^ (X dimension, Y dimension, list of pixel values) +readPPM str = (dimX, dimY, image) + where + imageData = map read $ tail $ words str :: [Int] + (dimX, dimY, _, image) = getHeader imageData + getHeader (x:y:max:img) = (x, y, max, img) + +-- | IO function which takes a list of paths to P3 PPM images, reads +-- the files with 'readPPM', checks if all images have the same +-- dimensions, concatenates all images and returns the obtained list +-- of pixel values along with the picture dimensions. +readAllPPM :: [FilePath] -- ^ list of paths to PPM images + -> IO (Int, Int, [Int]) + -- ^ IO (X dimension, Y dimension, list of pixel values from all images) +readAllPPM paths = do + imageFiles <- mapM readFile paths + let (xs,ys,images) = unzip3 $ map readPPM imageFiles + xdim = head xs + ydim = head ys + imageSigs + | not (all (==xdim) xs) = error "not all images have the same X dimension" + | not (all (==ydim) ys) = error "not all images have the same Y dimension" + | otherwise = foldl1 (++) images + return (xdim, ydim, imageSigs) + + +-- | Reads the contents of a +-- and +-- returns a ready image. Useful for testing the image processing +-- functions from the "ImageProcessing" module. +ppm2img str = let (x, y, ppm) = readPPM str + in toImage (x * 3) y ppm + +-- | Prints out the contents of an image. +printImage :: Show a => Vector (Vector a) -> IO () +printImage = putStrLn . intercalate "\n" . fromVector . mapV show + diff --git a/development/modelSY/stack.yaml b/development/modelSY/stack.yaml new file mode 100644 index 0000000..d958254 --- /dev/null +++ b/development/modelSY/stack.yaml @@ -0,0 +1,4 @@ +resolver: lts-13.1 + +extra-deps: +- forsyde-shallow-3.4.0.0 diff --git a/development/modelSY/stack.yaml.lock b/development/modelSY/stack.yaml.lock new file mode 100644 index 0000000..7cde0d8 --- /dev/null +++ b/development/modelSY/stack.yaml.lock @@ -0,0 +1,19 @@ +# This file was autogenerated by Stack. +# You should not edit this file by hand. +# For more information, please see the documentation at: +# https://docs.haskellstack.org/en/stable/lock_files + +packages: +- completed: + hackage: forsyde-shallow-3.4.0.0@sha256:c4ae53264097aeaedcbcf94165840ae37b0a215039bfbe95cf6b0f6b96636772,4219 + pantry-tree: + size: 2600 + sha256: 6b80691c9048e17a8ca4e71f7f7270ddf9134ffb3aaa9b745df64267d5c06fac + original: + hackage: forsyde-shallow-3.4.0.0 +snapshots: +- completed: + size: 492638 + url: https://raw.githubusercontent.com/commercialhaskell/stackage-snapshots/master/lts/13/1.yaml + sha256: 072c924d439a6b0c73241e575be15656a071c1b627706c88c66f9045870462ee + original: lts-13.1 diff --git a/development/paper.tex b/development/paper.tex new file mode 100644 index 0000000..56c5f6e --- /dev/null +++ b/development/paper.tex @@ -0,0 +1,125 @@ +\documentclass[conference]{IEEEtran} +\IEEEoverridecommandlockouts +% The preceding line is only needed to identify funding in the first footnote. If that is unneeded, please comment it out. + +\usepackage{cite} +\usepackage{amsmath,amssymb,amsfonts} +\usepackage{algorithmic} +\usepackage{graphicx} +\usepackage{textcomp} +\usepackage{xcolor} +\usepackage[a4paper, total={184mm,239mm}]{geometry} +\def\BibTeX{{\rm B\kern-.05em{\sc i\kern-.025em b}\kern-.08em + T\kern-.1667em\lower.7ex\hbox{E}\kern-.125emX}} +\usepackage[utf8x]{inputenc} +\usepackage[colorinlistoftodos]{todonotes} +\usepackage{mathtools} +% \usepackage{tikz,lipsum,lmodern} +\usepackage{tikz} +\usepackage[most]{tcolorbox} +%\usepackage{bm} +\usepackage{enumitem} +\usepackage{csquotes} +\usepackage{makecell} +\setlength{\textfloatsep}{0.5\baselineskip plus 0.2\baselineskip minus 0.5\baselineskip} +\graphicspath{{\pathFigures/}} +\newcommand*{\pathFigures}{figs-final} + +\usepackage{amsthm} +\theoremstyle{definition} +\newtheorem{exmp}{Example}[section] + +%\usepackage[parfill]{parskip} + +\newcommand*\circled[1]{\tikz[baseline=(char.base)]{ + \node[shape=circle,fill,inner sep=0.1pt,font=\footnotesize] (char) {\textcolor{white}{#1}};}} +\newcommand{\boxrj}[1]{\todo[color=green!20,inline,caption=""]{\textbf{Rodolfo}: #1}} +\newcommand{\inlinerj}[1]{{\color{green!40!black!60} #1}} +\newcommand{\inlineisa}[1]{\todo[color=red!20,inline,caption=""]{\sffamily{\textbf{Ingo}: #1}}} +\newcommand{\inlinerc}[1]{\todo[color=yellow!20,inline,caption=""]{\sffamily{\textbf{Rui}: #1}}} + +%\author{Fahimeh Bahrami, Ingo Sander, Rui Chen and Rodolfo Jordao\\ KTH Royal Institute of Technology \and Mats Ekman and Ingemar Söderquist \\ {Saab AB, Sweden}} +% \author{Author\\Electronics and Embedded Systems\\School of EECS\\KTH Royal Institute of Technology\\Kistag{\aa}ngen 16\\S-164 40 Kista, Sweden\\\texttt{author@kth.se}} +\definecolor{codegreen}{rgb}{0,0.6,0} +\definecolor{codegray}{rgb}{0.5,0.5,0.5} +\definecolor{codepurple}{rgb}{0.58,0,0.82} +\definecolor{backcolour}{rgb}{0.95,0.95,0.92} + +\lstdefinestyle{mystyle}{ + backgroundcolor=\color{backcolour}, commentstyle=\color{codegreen}, + keywordstyle=\color{magenta}, + numberstyle=\tiny\color{codegray}, + stringstyle=\color{codepurple}, +% basicstyle=\fontsize{7}{7}\selectfont\ttfamily + basicstyle=\fontsize{7}{7}\ttfamily, + breakatwhitespace=false, + breaklines=true, + captionpos=b, + keepspaces=true, + numbers=left, + numbersep=5pt, + showspaces=false, + showstringspaces=false, + showtabs=false, + tabsize=2 +} + +\lstset{style=mystyle} +\begin{document} + +\title{Systematic Transformational Design for Safety-Critical Embedded Systems\\ +%\thanks{Identify applicable funding agency here. If none, delete this.} +} + +\author{ + \IEEEauthorblockN{XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX} +\IEEEauthorblockA{XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX \\ + \textit{XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXx}\\ +XXXXXXXXXXXXXXXXXXXXXXXX} +} +% \IEEEauthorblockN{1\textsuperscript{st} Given Name Surname} +% \IEEEauthorblockA{\textit{dept. name of organization (of Aff.)} \\ +% \textit{name of organization (of Aff.)}\\ +% City, Country \\ +% email address or ORCID} +% \and +% \IEEEauthorblockN{6\textsuperscript{th} Given Name Surname} +% \IEEEauthorblockA{\textit{dept. name of organization (of Aff.)} \\ +% \textit{name of organization (of Aff.)}\\ +% City, Country \\ +% email address or ORCID} +% } + +\maketitle + +\begin{abstract} +Raising the level of abstraction is considered as a key to address the ever-increasing complexity in embedded system design, but it causes additional challenges due to the larger abstraction gap between the initial specification and the final implementation. This paper addresses the current lack of systematic design methods by proposing a design methodology that extends the existing approaches based on design transformation. Starting with the initial requirements, the proposed methodology advocates semi-formal step-wise transformations to yield a model containing enough synthesis information. At each step of transformation, the system model comprises a set of decomposed and derived requirements, an application model, a platform model, and a set of mapping decisions -- at least one of them is transformed. Each transformation comprises of three steps: 1) possible transformations are identified using pattern recognition, 2) the system model is transformed, and 3) finally, the most promising sequence of transformations is determined using design space exploration. In contrast to other methods, transformations are applied both on the application and platform model to increase the efficiency of the final implementation and to enable the methodology to determine the suitable architecture. The applicability and potential of the methodology are illustrated by a tutorial example. +\end{abstract} + +\begin{IEEEkeywords} +embedded systems, design transformation +\end{IEEEkeywords} + +\input{sections/introduction} + +\input{sections/system-model} + +%\input{sections/problem-statement} + +\input{sections/transform-methodology} + +\input{sections/conclusion} + +%\section*{Acknowledgment} + +%The preferred spelling of the word ``acknowledgment'' in America is without an ``e'' after the ``g''. Avoid the stilted expression ``one of us (R. B. G.) thanks $\ldots$''. Instead, try ``R. B. G. thanks$\ldots$''. Put sponsor acknowledgments in the unnumbered footnote on the first page. + +\bibliographystyle{IEEEtran}\bibliography{references/ref} + +\end{document} + + +%%% Local Variables: +%%% mode: latex +%%% TeX-master: t +%%% End: diff --git a/development/references/ref.bib b/development/references/ref.bib new file mode 100644 index 0000000..58a712b --- /dev/null +++ b/development/references/ref.bib @@ -0,0 +1,344 @@ +@BOOK{Ski1994, + title = {Foundations of Parallel Programming}, + publisher = {Cambridge University Press}, + year = {1994}, + author = {David B. Skillicorn}, + series = {Cambridge International Series on Parallel Computation} +} + +@BOOK{Cole1989a, + title = {Algorithmic Skeletons: Structured Management of Parallel Computation}, + publisher = {Pitman}, + year = {1989}, + author = {Murray Cole}, + series = {Research Monographs in Parallel and Distributed Computing}, + address = {London} +} + +@INPROCEEDINGS{SanJan2003a, + author = {Ingo Sander and Axel Jantsch and Zhonghai Lu}, + title = {Development and Application of Design Transformations in {ForSyDe}}, + booktitle = {Design, Automation and Test in Europe Conference (DATE 2003)}, + year = {2003}, + pages = {364--369}, + address = {Munich, Germany}, + month = {March}, + key = {Ingo, ForSyDe}, + doi = {10.1109/DATE.2003.1253635}, + OPTurl = {http://web.it.kth.se/~ingo/Papers/DATE2003.pdf}, + where = {B.23} +} + +@MISC{ForSyDeWWW, + title = {{ForSyDe}: A Methodology for {Formal System Design}}, + note = {\url{https://forsyde.github.io/}} +} + +@Incollection{SanJan2017a, +author="Sander, Ingo +and Jantsch, Axel +and Attarzadeh-Niaki, Seyed-Hosein", +editor="Ha, Soonhoi +and Teich, J{\"u}rgen", +title="{ForSyDe}: System Design Using a Functional Language and Models of Computation", +bookTitle="Handbook of Hardware/Software Codesign", +year="2017", +publisher="Springer Netherlands", +OPTaddress="Dordrecht", +pages="99--140", +OPTabstract="The ForSyDe methodology aims to push system design to a higher level of abstraction by combining the functional programming paradigm with the theory of Models of Computation (MoCs). A key concept of ForSyDe is the use of higher-order functions as process constructors to create processes. This leads to well-defined and well-structured ForSyDe models and gives a solid base for formal analysis. The book chapter introduces the basic concepts of the ForSyDe modeling framework and presents libraries for several MoCs and MoC interfaces for the modeling of heterogeneous systems, including support for the modeling of run-time reconfigurable processes.", +OPTisbn="978-94-017-7267-9", +OPTdoi="10.1007/978-94-017-7267-9_5", +OPTurl="https://doi.org/10.1007/978-94-017-7267-9_5", +key = {ingo, forsyde} +} + +@ARTICLE{LeeSan1998, + author = {Edward A. Lee and Alberto Sangiovanni-Vincentelli}, + title = {A Framework for Comparing Models of Computation}, + journal = {{IEEE} Transactions on Computer-Aided Design of Integrated Circuits + and Systems}, + year = {1998}, + volume = {17}, + pages = {1217-1229}, + number = {12}, + month = dec, + where = {B.17} +} + +@ARTICLE{JanSan2005a, + author = {Axel Jantsch and Ingo Sander}, + title = {Models of computation and languages for embedded system design}, + journal = {IEE Proceedings on Computers and Digital Techniques}, + year = {2005}, + volume = {152}, + pages = {114--129}, + number = {2}, + month = mar, + OPTnote = {Special issue on Electronic System Design}, + key = {Ingo, ForSyDe}, + OPTurl = {http://web.it.kth.se/~ingo/Papers/IEE2005-Proceedings.pdf}, + doi = {10.1049/ip-cdt:20045098} +} + + +@phdthesis{sander2003system, + title={System modeling and design refinement in {ForSyDe}}, + author={Sander, Ingo}, + year={2003}, + school={Mikroelektronik och informationsteknik} +} + +@incollection{wu2001transformational, + title={Transformational System Design Based on Formal Computational Model and Skeletons}, + author={Wu, Wenbiao and Sander, Ingo and Jantsch, Axel}, + booktitle={System-on-Chip Methodologies \& Design Languages}, + pages={171--185}, + year={2001}, + publisher={Springer} +} + +@article{gajski1995specification, + title={Specification and design of embedded hardware-software systems}, + author={Gajski, Daniel D and Vahid, Frank}, + journal={IEEE Design \& Test of Computers}, + volume={12}, + number={1}, + pages={53--67}, + year={1995}, + publisher={IEEE} +} + +@inproceedings{ungureanu2019formal, + title={Formal design, co-simulation and validation of a radar signal processing system}, + author={Ungureanu, George and Sundstr{\"o}m, Timmy and {\AA}hlander, Anders and Sander, Ingo and S{\"o}derquist, Ingemar}, + booktitle={2019 Forum for Specification and Design Languages (FDL)}, + pages={1--8}, + year={2019}, + organization={IEEE} +} + +@article{sander2004system, + title={System modeling and transformational design refinement in {ForSyDe}}, + author={Sander, Ingo and Jantsch, Axel}, + journal={IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems}, + volume={23}, + number={1}, + pages={17--32}, + year={2004}, + publisher={IEEE} +} + +@inproceedings{sifakis2014rigorous, + title={Rigorous system design}, + author={Sifakis, Joseph}, + booktitle={Proceedings of the 2014 ACM symposium on Principles of distributed computing}, + pages={292--292}, + year={2014} +} + +@inproceedings{kahng2009orion, + title={{ORION 2.0}: A fast and accurate {NoC} power and area model for early-stage design space exploration}, + author={Kahng, Andrew B and Li, Bin and Peh, Li-Shiuan and Samadi, Kambiz}, + booktitle={2009 Design, Automation \& Test in Europe Conference \& Exhibition}, + pages={423--428}, + year={2009}, + organization={IEEE} +} + +@article{balarin2003metropolis, + title={{Metropolis}: An integrated electronic system design environment}, + author={Balarin, Felice and Watanabe, Yosinori and Hsieh, Harry and Lavagno, Luciano and Passerone, Claudio and Sangiovanni-Vincentelli, Alberto}, + journal={Computer}, + volume={36}, + number={4}, + pages={45--52}, + year={2003}, + publisher={IEEE} +} + +@book{peng1991unified, + title={A Unified Approach to Evaluation and Design of Hardware/Software Systems}, + author={Peng, Zebo and Fagerstr{\"o}m, Johan and Kuchcinski, Krzysztof}, + year={1991}, + publisher={Citeseer} +} + + +@book{grady2010system, + title={System requirements analysis}, + author={Grady, Jeffrey O}, + year={2010}, + publisher={Elsevier} +} + + +@book{gajski2009embedded, + title={Embedded system design: modeling, synthesis and verification}, + author={Gajski, Daniel D and Abdi, Samar and Gerstlauer, Andreas and Schirner, Gunar}, + year={2009}, + publisher={Springer Science \& Business Media} +} + + +@book{friedenthal2014practical, + title={A practical guide to {SysML}: the systems modeling language}, + author={Friedenthal, Sanford and Moore, Alan and Steiner, Rick}, + year={2014}, + publisher={Morgan Kaufmann} +} + + +@inproceedings{de2001interface, + title={Interface theories for component-based design}, + author={De Alfaro, Luca and Henzinger, Thomas A}, + booktitle={International Workshop on Embedded Software}, + pages={148--165}, + year={2001}, + organization={Springer} +} + +@article{UngMed2021a, + author = {George Ungureanu and {Jos\'{e} E. 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Syst.}, + publisher = {ACM}, + address = {New York, NY, USA}, + year = 2021, + key = {forsyde, ingo} +} + +@inproceedings{cesario2002component, + title={Component-based design approach for multicore {SoCs}}, + author={Cesario, Wander and Baghdadi, Amer and Gauthier, Lovic and Lyonnard, Damien and Nicolescu, Gabriela and Paviot, Yanick and Yoo, Sungjoo and Jerraya, Ahmed Amine and Diaz-Nava, Mario}, + booktitle={Proceedings of the 39th annual Design Automation Conference}, + pages={789--794}, + year={2002} +} + +@article{hendriks2020interface, + title={Interface modeling for quality and resource management}, + author={Hendriks, Martijn and Geilen, Marc and Goossens, Kees and de Jong, Rob and Basten, Twan}, + journal={arXiv preprint arXiv:2002.08181}, + year={2020} +} + + +@inproceedings{geilen2011earlier, + title={The earlier the better: A theory of timed actor interfaces}, + author={Geilen, Marc and Tripakis, Stavros and Wiggers, Maarten}, + booktitle={Proceedings of the 14th international conference on Hybrid systems: computation and control}, + pages={23--32}, + year={2011} +} + + +@inproceedings{forsberg1991relationship, + title={The relationship of system engineering to the project cycle}, + author={Forsberg, Kevin and Mooz, Harold}, + booktitle={INCOSE International Symposium}, + volume={1}, + number={1}, + pages={57--65}, + year={1991}, + organization={Wiley Online Library} +} + +@book{grout2011digital, + title={Digital systems design with {FPGAs} and {CPLDs}}, + author={Grout, Ian}, + year={2011}, + publisher={Elsevier} +} + +@MISC{ForSyDeIOWWW, + title = {}, + note = {\url{https://forsyde.github.io/forsyde-io/}} +} + + +@article{blickle1998system, + title={System-level synthesis using evolutionary algorithms}, + author={Blickle, Tobias and Teich, J{\"u}rgen and Thiele, Lothar}, + journal={Design Automation for Embedded Systems}, + volume={3}, + number={1}, + pages={23--58}, + year={1998}, + publisher={Springer} +} + +@book{broy2012specification, + title={Specification and development of interactive systems: focus on streams, interfaces, and refinement}, + author={Broy, Manfred and St{\o}len, Ketil}, + year={2012}, + publisher={Springer Science \& Business Media} +} + +@article{nuzzo2015platform, + title={A platform-based design methodology with contracts and related tools for the design of cyber-physical systems}, + author={Nuzzo, Pierluigi and Sangiovanni-Vincentelli, Alberto L and Bresolin, Davide and Geretti, Luca and Villa, Tiziano}, + journal={Proceedings of the IEEE}, + volume={103}, + number={11}, + pages={2104--2132}, + year={2015}, + publisher={IEEE} +} + +@misc{attarzadeh2014framework, + title={A Framework for Characterizing Predictable Platform Templates}, + author={Attarzadeh Niaki, Seyed Hosein and Mikulcak, Marcus and Robino, Francesco and Sander, Ingo}, + year={2014}, + publisher={KTH Royal Institute of Technology} +} + +@article{chen2017challenges, + title={Challenges and trends in modern {SoC} design verification}, + author={Chen, Wen and Ray, Sandip and Bhadra, Jayanta and Abadir, Magdy and Wang, Li-C}, + journal={IEEE Design \& Test}, + volume={34}, + number={5}, + pages={7--22}, + year={2017}, + publisher={IEEE} +} + +@inproceedings{stuijk2006exploring, + _add_by={rui}, + title={Exploring trade-offs in buffer requirements and throughput constraints for synchronous dataflow graphs}, + author={Stuijk, Sander and Geilen, Marc and Basten, Twan}, + booktitle={2006 43rd ACM/IEEE Design Automation Conference}, + pages={899--904}, + year={2006}, + organization={IEEE} +} + +@article{johnson1998178b, + title={{DO-178B}: Software considerations in airborne systems and equipment certification}, + author={Johnson, Leslie A and others}, + journal={Crosstalk, October}, + volume={199}, + pages={11--20}, + year={1998} +} + +@article{landi2011arp4754a, + title={{ARP4754A/ED-79A-}guidelines for development of civil aircraft and systems-enhancements, novelties and key topics}, + author={Landi, Alessandro and Nicholson, Mark}, + journal={SAE International Journal of Aerospace}, + volume={4}, + number={2011-01-2564}, + pages={871--879}, + year={2011} +} + +@Book{diestel2010graph, + author = {Diestel, Reinhard}, + title = {Graph theory}, + publisher = {Springer}, + year = {2010}, + address = {Heidelberg New York}, + isbn = {978-3-642-14278-9} + } \ No newline at end of file diff --git a/development/sections/classification.tex b/development/sections/classification.tex new file mode 100644 index 0000000..8e49c1e --- /dev/null +++ b/development/sections/classification.tex @@ -0,0 +1,23 @@ + +\section{Classification of Transformation Rules} +\label{sec:classification} + +%\todo[backgroundcolor=blue!5!white,bordercolor=blue!45!black, inline]{@Rui: Classification of transformation rules based on Ingo's paper and other related work.} +In the following a classification of transformation rules is presented: +\begin{itemize} + \item \textit{Semantic/non-semantic preserving transformations:} + \item \textit{Trustable/un-trustable transformations:} + %The final implementation is either a trueimplementation of the initial specificationwhich is guaranteed by the use of semanticspreserving transformation rules in thelibrary, or can be proofed correct for certainassumptions w.r.t non-semantics preservingtransformations which are introduced bydesign decisions \cite{wu2001transformational}. + \item \textit{Platform-dependent/platform-independent transformations:} + \item \textit{Glass-box/black-box transformations:} + %functions are seen as atoms and can not be refined during the black-box refinements. + \item \textit{Vertical/horizontal transformations:} +\end{itemize} + +This section will be completed in the final version of the document (deliverable +D3.3). + +%%% Local Variables: +%%% mode: latex +%%% TeX-master: "../paper" +%%% End: diff --git a/development/sections/conclusion.tex b/development/sections/conclusion.tex new file mode 100644 index 0000000..f53278d --- /dev/null +++ b/development/sections/conclusion.tex @@ -0,0 +1,10 @@ +\section{Conclusion} +\label{sec:conclusion} +The paper has extended existing transformational design approaches into a novel system design methodology. A key idea is to center the methodology around a coherent system model view (\textit{RAMP}), where the system at each transformation step is expressed as a tuple of requirements, application model, platform model, and mapping model. This enables to systematically refine both application and platform model, which significantly increases the potential to identify an efficient implementation. The main concepts and mechanisms of the method have been illustrated by a representative example. Future work will cover the development of tool support for the methodology and an extension of the transformation library. +%Future work: safety aspects. +%We have extended and wrapped exiting transformation-based approaches in a systematic fully transformational design methodology. The proposed methodology transforms different parts of the system model, \textit{RAMP}, and traverses numerous design points. A pattern recognition method is used as a lever to detect potential transformations, which in turn show the design alternatives up. A running example of an image processing application has demonstrated how to apply step-wise transformations to develop a system. Although the example shows the potentials of the methodology, it is definitely needed to design application-specific transformation rules. Future work will focus on automation of the methodology and enriching the transformation library. Pattern recognition tool is under development. +%It is also true that a formal +%%% Local Variables: +%%% mode: latex +%%% TeX-master: "../paper" +%%% End: diff --git a/development/sections/forsyde-transformation.tex b/development/sections/forsyde-transformation.tex new file mode 100644 index 0000000..30966ab --- /dev/null +++ b/development/sections/forsyde-transformation.tex @@ -0,0 +1,63 @@ +\section{ForSyDe Transformation Approach} +\label{sec:forsyde-transformation-approach} + +In this section, the general view of the ForSyDe transformation approach is explained. ForSyDe is a design methodology which its main goal is to raise the level of abstraction as a promising approach to overcome the problems of escalating complexity and rising heterogeneity of SoC and Cyber-Physical-Systems (CPSs) \cite{sander2017forsyde}. The functional programming paradigm and the theory of Model of Computations (MoCs) lay the foundations for the ForSyDe. In particular, the +higher abstraction level is achieved by exploiting the potential of the higher-order functions in functional programming, which provide the opportunity to abstract over processes \cite{sander2003system}. + + + +\begin{figure}[htbp] + \centering + \scalebox{0.7}{\input{\pathFigures/forsyde-transformational-design-flow.pdf_t}} + \caption{The ForSyDe design flow} + \label{fig:forsyde-transformational-design-flow} +\end{figure} + + +\begin{figure}[htbp] + \centering + \input{\pathFigures/transformational-design-refinement.pdf_t} + \caption{Transformational design refinement} + \label{fig:transformational-design-refinement} +\end{figure} + +\begin{figure}[htb] + \centering + \input{\pathFigures/design-transformation-step.pdf_t} + \caption{Design transformation step} + \label{fig:design-transformation step} +\end{figure} + +\begin{figure}[htbp] + \centering + \input{\pathFigures/map-merge.pdf_t} + \caption{Illustration of the transformation rule \textit{MapMerge}} + \label{fig:map-merge} +\end{figure} + +\begin{figure}[htbp] + \centering + \scalebox{0.8}{\input{\pathFigures/balanced-tree.pdf_t}} + \caption{Illustration of the transformation rule $\mathit{BalancedTree}$} + \label{fig:balanced-tree} +\end{figure} + +\begin{figure}[htbp] + \centering + \scalebox{0.7}{\mbox{\input{\pathFigures/pipelined-tree.pdf_t}}} + \caption{Illustration of the transformation rule \textit{PipelinedTree}} + \label{fig:pipelined-tree} +\end{figure} + +\begin{figure}[htbp] + \centering + \scalebox{0.7}{\mbox{\input{\pathFigures/balanced-pipelined-tree.pdf_t}}} + \caption{Combining \textit{BalancedTree} and \textit{PipelinedTree}} + \label{fig:balanced-pipelined-tree} +\end{figure} + + +%%% Local Variables: +%%% mode: latex +%%% TeX-master: "../paper" +%%% End: diff --git a/development/sections/introduction.tex b/development/sections/introduction.tex new file mode 100644 index 0000000..48a9801 --- /dev/null +++ b/development/sections/introduction.tex @@ -0,0 +1,78 @@ +\section{Introduction} +\label{sec:introduction} + +%model-based design +%The aim of transform is to 1) add the implementation-dependent details, and 2) reach to an efficient implementation. +%transform rules for one app or set of apps. +%One transformation step should define the network between the nodes +%When there are set of apps, we can consider that the platform is a NoC and one node is for the first app and the rest of the nodes are for the rest of apps. +%model-based process leading from requirements to implementations \cite{sifakis2014rigorous}. +% while verifying at every step that the design properties hold \cite{ungureanu2019formal}. +%The underlying MoC in this paper is SDF. Apps which are considered here are Data Flow applications. +%top down transformation methodology for a predictable system design. +%"good enough" solution or "optimal" solution + +% Safety-critical embedded systems have undergone a revolution over recent decades; +The design process of safety-critical embedded systems has become very challenging due to increasing functionality and additional demands on safety and performance. +Raising the level of abstraction is regarded as an important technique to manage the complexity of designing today's systems, as it is easier to capture the functionality of the system at the higher abstraction levels. Although this approach has many potential benefits, including decreasing verification time and costs and potentially increasing the degree of automation, it widens the gap between specification and implementation. Naturally, high-level specification models lack implementation details, which have to be added during the design process. +% Indeed, since \emph{implementation-dependent requirements} increase the complexity of the high level specification model, they must be added step wisely during the design process. +A promising technique to systematically add information, requirements and details to the initial model and fill the gap is to use a transformation-based approach. This is also supported by the arguments of \cite{kahng2009orion}, stating that \textquote{high-level optimizations have been shown to have much more significant impact on power than low-level optimizations.} +%high level design decisions, have been proved to have much more effect on the ultimate design rather than the lower ones +%\inlineisa{Check quote!} + + +%In this work, an extension of the transformational system design methodology introduced in \cite{sander2004system} is developed for the entire design process of predictable systems, from a high abstraction level down to the lower levels. +%In the proposed methodology, the high level design decisions, that have been proved \textquote{to have much more effect on the ultimate design rather than the lower ones} \cite{kahng2009orion}, are made earlier to avoid iterations of common system design methods like V-model \cite{forsberg1991relationship} and Y-chart \cite{grout2011digital}. + +The proposed methodology in this paper extends the rule-based transformation approach presented in \cite{sander2004system}. Potential transformations can be identified using \emph{patterns}, which together with the \emph{transformed patterns} are part of the transformation rules. +% The \emph{transformed patterns} are also defined in the transformation rules. +A \emph{pattern recognition} method is developed and adopted to detect possible transformations in each step of the design process. The specification model is transformed based on the transformed pattern defined in the applied transformations. Finally, having all options for transformation, the sequence of transformations that makes the best trade-off between different performance metrics, is selected from the candidate sequences of transformations that preserve requirements. Early-stage design space exploration (DSE) in conjunction with traditional DSE techniques are leveraged for this aim. +In the proposed transformational design flow, the whole system model including an \emph{application model}, a \emph{platform model}, a \emph{mapping model}, and \emph{requirements} is transformed in each step of the design process. By this, a larger part of the design space is traversed, and the possibility to obtain an efficient implementation is vastly improved compared to earlier approaches that only transform the application model \cite{sander2004system} or the platform model \cite{nuzzo2015platform}. To fulfill this aim, the following novel concepts and techniques are introduced: +%the conceptual requirements, i.e., system requirements, and \emph{refined requirements}, i.e., requirements estimated and extracted from the high-level functional specification of the system by the expert designers and the estimation of available performance of the foreseen computation resources and network topology. + +\begin{itemize}[leftmargin=*] + \setlength{\parskip}{1pt} + \setlength{\itemsep}{0pt plus 0pt} + \item \textbf{System model transformation:} To obtain an efficient implementation, a good match between application and platform is key. Thus, transformations can be applied on all parts of the systems model, consisting of \emph{requirements}, \emph{application model}, \emph{platform model}, and \emph{mapping model}. + \item \textbf{Pattern recognition:} Apart from the highly addressed research problem of how to verify the correctness of a transformation + % , i.e., if the transformed model preserves the properties + \cite{broy2012specification, nuzzo2015platform}, it is vital to be aware of all possible transformations in each transformation step. To achieve this aim, a pattern recognition technique is introduced and leveraged for a semi-formal rule-based transformational design approach. + \item \textbf{Transforming requirements:} In each transformation step, the requirements must match the transformed system model. This requires both decomposing the requirements according to the new subsystems and adding implementation-dependent requirements resulting from design decisions. +\end{itemize} + +%\vspace{-0.1in} +%\begin{itemize} +% \item \textbf{Transformational ment methodology:} We propose a methodology for step-wise transformational system design. The starting point of the transformational flow is a well-defined formal specification model undergoing several refinement steps and ending with a synthesizable implementation model. \emph{Refined requirements} and \emph{parallel transformation} of the application specification model, the platform model, and the mapping, as well as the requirements/constraints are very important concepts introduced and used in the proposed methodology. +% \item \textbf{Transformation strategy:} We define which transformations, in which order, should be applied to provide an efficient implementation preserving all the requirements. To identify possible transformations, a \emph{pattern matching} technique is introduced. +% \item \textbf{Platform refinement:} This section will be completed in the final version of the document (deliverable D3.3). +% \item \textbf{Categorization of transformation rules:} This section will be completed in the final version of the document (deliverable D3.3). +% \item %should be corrected +% \textbf{Testing the proposed methodology:} The usage and potential of the presented transformational system design is exemplified by ForSyDe (Formal System Design) modeling framework and tools \cite{sander2003system}, as well as the interface modeling framework proposed by \cite{hendriks2020interface}. The key insight of using examples is to show the effectiveness of the refinements enabled thanks to our transformational design flow in a broad range of applications. +% \item \textbf{Reliability:} +%\end{itemize} + +%Table \ref{terminology} defines the terminology used in this paper. + + +%model-based development +% a systematic formal methodology +The scope of the paper is to introduce a semi-formal transformation-based technique for different application domains wrapped in a systematic design methodology to keep a uniform and functional view of the design, where also non-functional requirements are captured. +% Moreover, this paper investigates the methodological issues of transformation-based development. +We aim for a semi-formal and semi-automated design methodology and to lay its foundations in this work; detailed suggestions and tool support of the transformations will be addressed in future work. + +The paper uses a tutorial, but representative example, to illustrate the central concepts and techniques introduced and developed in this work. The main objectives are to 1) show the effectiveness of our integrated methodology, 2) clarify its viewpoint on system design as a series of transformations, 3) demonstrate the level of design automation can be increased. +%It should be noted that in the current work, the terms ``transformation'' and ``refinement" are used interchangeably. + +%The rest of the paper is organized as follows. Section~\ref{sec:system model} describes the system model. +%followed by the problem statement in Section~\ref{sec:problem-statement}. +%Our proposed transformational system design methodology is detailed and exemplified in Section \ref{sec:transform-methodology}. +%Transformation rules are classified and explained in Section \ref{sec:classification}. +%The usage of the introduced methodology is illustrated by tutorial examples in Section \ref{sec:test}. +%Section~\ref{sec:related-work} investigates the related work in detail and, +%Finally, a conclusion is given in Section~\ref{sec:conclusion}. + + +%%% Local Variables: +%%% mode: latex +%%% TeX-master: "../paper" +%%% End: \ No newline at end of file diff --git a/development/sections/problem-statement.tex b/development/sections/problem-statement.tex new file mode 100644 index 0000000..8c58feb --- /dev/null +++ b/development/sections/problem-statement.tex @@ -0,0 +1,31 @@ + +\section{Problem Statement} +\label{sec:problem-statement} + +%Embedded systems need more automated and efficient system development methodologies to enable capability growth, and thereby increased complexity with retained acceptable development cost and time. Current design flows for conceptual system development, down to hardware and software development, do not have a clear path from the functional specification down to the final implementation and cannot provide guarantees on performance metrics early at the conceptual phase. + + + +%From aeronautics industry point of view, such systems need more automated and efficient system development methodologies to enable capability growth and thereby increased complexity with retained acceptable development cost and time. The avionics system based on electronics and software is a prerequisite for an aircraft’s general functions. Current design flows for conceptual system development, down to hardware (electronics) and software (code) development, do not have a clear path from the functional specification down to the final implementation and cannot provide real-time guarantees early at the conceptual phase. hallenges with the never-ending growth in number of functions as well as their complexity in an aircraft and the architecture change from several dedicated resources for each function to shared heterogeneous resources connected in a network with computation nodes and I/O enforces the necessity to increase the use of formal methodologies applied at early conceptual design. Thereby move focus away from the today often seen on low-level simulation, analysis, and verification. It is also essential to address the recognized challenge that early system design decisions, combined with lack of experience and continued follow-up on foreseen resource needs, often lead to very late and costly changes in the overall architecture. Suggested industrial design flow with specifications written in a formal language allow automated verification process to start early in the design process and at high abstraction levels without the need to code several new verification models. This enables an integrated design flow from specification to a completed system that can be completely validated at each step between abstraction levels, e.g., refined estimates on resource needs. + +From a more general and, in the mean time, detailed view of system design process, verification cost is a major part of embedded system design costs, especially for systems with compulsory certification requirements, as a consequence of the increasing tendency for taking advantage of high-performance and cost-effectiveness of complex heterogeneous systems-on-chips (SoC). The common technique for verification is simulation which is a time-consuming and costly technique, especially for real-world tests that even can not be done till late stages. Instead, formal verification is a promising method to alleviate the burden of verification. Formal system design approach is recognized as the first step towards this aim. It starts with a formal specification model at a high level of abstraction which is free from implementation details and, therefore, is easy to verify. Also, the simplification causes designers to focus their effort on the functionality of the system, which in turns increases the accuracy of the specification modeling phase. Moreover, the simpler model, the less complex verification technique is needed. On the other hand, the higher abstraction level, the larger gap is made between the specification and the implementation model. However, the implementation details are of great importance to reduce the design space and achieve an efficient implementation. As a result, they should be added step wisely during a transformational refinement process. +%Each step of this process is an effort to add one of the required properties, e.g., constraints and performance indexes, given in the requirement specification, to a system model at one abstraction level and produce another model at the same or lower abstraction level. Design space reduction is also one of the achievements of this process. +Preserving properties during the transformations is another challenge that the underlying transformation methodology should deal with. In this study, we introduce a transformation-based design methodology to address all the mentioned challenges. The proposed methodology is an efficient development approach and increases the level of automation. It has a clear path from the functional specification down to the final implementation and can provide guarantees on performance metrics early at the conceptual phase. Another recognized design challenge in industry that the introduced methodology meet is that early system design decisions, combined with lack of experience and continued follow-up on foreseen resource needs, often lead to very late and costly changes in the overall architecture. Thanks to transformational desgin view exploited in our methodology, design decisions are made early in the design process, and verification process starts at higher abstraction levels without the need to code several new verification models. This enables an integrated design flow from specification to a physical implementation that can be completely validated at each step between abstraction levels. + + + +%Figure illustrate the step wise process and its effect on the design space. + + +%\begin{figure}[htbp] +% \centering +% \scalebox{0.8}{\input{\pathFigures/abstraction-gap-refinement.pdf_t}} +% \caption{The synthesis process is a stepwise refinement from a high-level specification model into a final implementation} +% \label{fig:abstraction-gap-refinement} +%\end{figure} + + +%%% Local Variables: +%%% mode: latex +%%% TeX-master: "../paper" +%%% End: diff --git a/development/sections/related-work.tex b/development/sections/related-work.tex new file mode 100644 index 0000000..c5b4d9e --- /dev/null +++ b/development/sections/related-work.tex @@ -0,0 +1,10 @@ + +\section{Related Work} +\label{sec:related-work} + +This section will be completed in the final version of the document (deliverable D3.3). + +%%% Local Variables: +%%% mode: latex +%%% TeX-master: "../paper" +%%% End: diff --git a/development/sections/system-model.tex b/development/sections/system-model.tex new file mode 100644 index 0000000..655d095 --- /dev/null +++ b/development/sections/system-model.tex @@ -0,0 +1,77 @@ +\section{System Model} +\label{sec:system model} +\begin{figure}[t] + \centering + \includegraphics[width=\columnwidth]{figs-src/system-model.pdf} + \caption{System model transformation.} + \label{sequence} +\end{figure} + +The system design process consists of a sequence of transformations, i.e., $\Gamma = \left \{T_0, T_1, ... , T_n \right\}$, with different granularity levels (Figure \ref{sequence}). At the higher abstraction levels, transformations are usually coarse grain and have been proved to have major effects on the physical implementation \cite{kahng2009orion}. The transformation process continues until the model contains sufficient information for the synthesis to a target platform. + +In this transformation-based system design approach, a \textit{system model} $S$ is considered to consist of \textit{requirements} $R$, an \textit{application model} $A$, a \textit{mapping model} $M$, and a \textit{platform model} $P$, i.e., $S =(R,A,M,P)$. The system model is shown in Figure~\ref{sequence} and explained in the following sections. We refer to the system model in different transformation steps as \textit{RAMP}, implying slopes that connect the specification model on the highest abstraction level to the final implementation. The vertical arrows in Figure \ref{sequence} demonstrate potential transformations, i.e., at least one of the parts of the system model is transformed at each step. The methodology allows transformations in all parts to mix and match them after each transformation. +%Table \ref{notation} denotes all important notations. +Note, that a clear separation between the application model and the platform model is emphasized in our methodology. This feature allows the designer to continuously refine both application and platform models to identify an efficient implementation. + +\subsection{Application Model} +\label{sec:application model} +In our methodology, an application is considered as a function over signals. +% Because some behavior of a system that are generally considered as side effects, e.g. writing data to a register, can be formulated by a stream of its history. +This abstraction is powerful to express systems in the domain of pure functions, which provides a sound base for formal analysis. Further, we introduce models of computation (MoCs) \cite{LeeSan1998} and parallel skeletons \cite{Cole1989a,Ski1994} to model the application. This enables to explicitly specify the temporal properties and potential parallelism of an application and makes it possible to define transformations which make effects on different aspects separately. Both MoCs and skeletons can be defined as high order functions (HOFs). Hence, a consistent syntax and semantics can be defined for transformations on MoCs, skeletons or the whole application models. +%The proposed methodology supports the application models based on a sound formal base in form of the theory of models of computation (MoC) \cite{JanSan2005a}. More specifically, the application model should be based on: +\begin{itemize}[leftmargin=*] + \setlength{\parskip}{1pt} + \setlength{\itemsep}{0pt plus 0pt} + \item \textit{Process constructors:} Following \cite{sander2004system}, the application models are process networks in which concurrent processes communicate with each other via signals. Also, in such application models, a clean separation between computation and communication is achieved by means of the concept of process constructors. A process constructor is a HOF, which takes pure functions and values as arguments, and creates a process. The process constructor describes the communication interface of the process, while the arguments to the process constructor describe the computation of the process. This clean separation is important for our transformation-based design process, since it enables to define transformation rules for processes, which have the same process constructors, but have different arguments. + \item \textit{Skeletons:} Data-parallel skeletons enable transformations that exploit potential parallelism \cite{Cole1989a,Ski1994}. Skeletons enable to express parallel patterns and have been used to model abstract building blocks that have a predefined implementation on a parallel machine. +\end{itemize} + +Our methodology uses skeletons in tandem with process constructors to enable the transformation of application models into efficient parallel structures for which an efficient implementation in hardware and software exists. + +\subsection{Platform Model} +\label{sec:platform model} + +For the platform model, we follow the typical platform-based design (PBD) frameworks and highlight the features that a framework should have to support transformational view that the methodology needs \cite{attarzadeh2014framework}, \cite{nuzzo2015platform}, \cite{hendriks2020interface}. + +The methodology targets \textit{predictable platforms} with guaranteed performance metrics. The platform model is built out of a library of initial components. The components are building blocks, and therefore the platform model is a block diagram consisting of interconnected +building blocks. The library should be rich enough to model different components on the set of alternative platforms. In addition, functionality of the components, i.e., what the components do, in the component library need to be in line with the constructs to build the application model. In other words, there should be hardware and software interpretations of process constructors and processes, i.e., building blocks of the application model, with determined performance metrics in the component library. Components are characterized by parameters and control functions, and therefore can model different configurations, as well as their performance metrics. Composition rules of the components, for creating a valid platform, should be also fed into the design process. +%The framework should provide formal notations for the mentioned characteristics to enable \textit{compositional design} and \textit{compositional verification}. +The part of the methodology related to refining the platform model pursue the goal of instantiating the components and composing them to obtain an efficient architecture that satisfies both functional and non-functional requirements. + + +%Furthermore, the platform modeling framework should share the same view of characterizing components with interface models \cite{hendriks2020interface} to support \textit{compositional refinement}, i.e., to refine an interface to blocks communicating with each other that implement the given interface \cite{hendriks2020interface}. Interface models are more restricted in terms of the environment, i.e., the inputs to the component (very similar to the input assumptions in assume/guarantee contracts \cite{nuzzo2015platform}, \cite{broy2012specification}). This feature of interface models lay the foundations for compositional refinement as for each component, it describes how to use a component and how it can be composed with other components. + +\subsection{Mapping Model} +\label{sec:mapping model} + +For the mapping model, we use the simple but useful design space modeling technique carried out in \cite{blickle1998system}. The application model, i.e., a process network, and the platform model, i.e., a block diagram, are represented as graphs. +As they are, by construction, bipartite \cite{diestel2010graph}, the mapping model consists of edges between them, embodying any possible mapping. This +definition implies that the application and platform models must have +a \emph{corresponding} graph represention, but need not to be graph models +themselves. + +\subsection{Requirements} +\label{sec:requirements} + +We distinguish between traceable and untraceable requirements. System requirements are classified to \textit{decomposed requirements} and \textit{derived requirements} \cite{johnson1998178b}, \cite{landi2011arp4754a}. Decomposed requirements are top-level requirements decomposed to more detailed ones to be assigned to different subsystems. These requirements should be traceable forward and backward and should be verified after each transformation step. The requirements tree in Figure \ref{specification} illustrates decomposed requirements. However, in a design process, there are some design decisions that previously were made by designers. These design decisions are implementation-dependent and can not be captured at the higher abstraction levels. Instead, they are captured as derived requirements at the lower levels by rule-based algorithms describing acceptable decisions. Derived requirements can not be traced, however, they are powerful levers for transformations. In other words, the designer's knowledge is injected to the design flow as derived requirements and used as guidelines to achieve an efficient implementation during the transformation phase. Examples of derived requirements are requirements on robust partitioning, validity check of incoming data, redundancy, as well as requirements on maximum power consumption, computational load, and network capacity utilization. + +%Examples of derived requirements are the execution frequency and estimated memory space needed for each task, the size of the buffers, data types, energy rules, and safety related requirements. + +%\subsection{Refinements} +%\label{sec:refinement} + +%The system model $S$ in transformation step $m$ is represented by the 4-tuple $S_m: (R_{i}, A_{j}, M_{k}, P_{l})$, in which $0 \leq i,j,k,l \leq m$. The indices $i,j,k,l$ shows the last transformation step in which the corresponding element is changed. In each transformation step at least one of the elements of the 4-tuple change. i.e., $(i=m) \vee (j=m) \vee (k=m) \vee (l=m) = 1$. For example, the transformation + +%$S_{m-1} \xRightarrow{T_m} S_{m}$, in which + +%$S_{m-1}: (R_{m-1}, A_{m-1}, M_{m-1}, P_{m-1})$ + +%$S_{m}: (R_{m-1}, A_{m}, M_{m}, P_{m-1})$\\ +%shows that during transformation step $m$ only the application model $A$ and the mapping model $M$ are refined. As a practical example, if the target platform is given from the beginning of the design process, $\forall m: P_{m} =~P_{0}$. + + + +%%% Local Variables: +%%% mode: latex +%%% TeX-master: "../paper" +%%% End: \ No newline at end of file diff --git a/development/sections/transform-methodology.tex b/development/sections/transform-methodology.tex new file mode 100644 index 0000000..4439d46 --- /dev/null +++ b/development/sections/transform-methodology.tex @@ -0,0 +1,276 @@ +\section{Transformational Design} +\label{sec:transform-methodology} +\begin{figure}[t] + \centering + \includegraphics[width=\linewidth]{figs-src/specification.pdf} + \caption{Specification phase of the proposed methodology.} + \label{specification} +\end{figure} + +The operational flow of the proposed transformation-based methodology is shown in Figure \ref{specification} and \ref{transformation} (in the following, words in \textit{italics} refer to the corresponding part in these figures). It comprises two main phases: 1) specification phase, and 2) transformation phase, which belong to at least two abstraction levels: the functional abstraction level and the functions decomposed to components abstraction level. The phases are elaborated and demonstrated by a running tutorial, but representative, example of a typical image processing application throughout this section. The goal is to show the use of our methodology and to explain the introduced concepts and techniques. + +%The operational flow of the proposed transformation-based methodology is shown in Figure \ref{specification} and \ref{transformation} (in the following, words written in \textit{italics} refers to the corresponding part in these figures). It comprises two main phases: 1) Specification phase, 2) transformation phase, which belong to at least two abstraction levels including the functional abstraction level and the functions decomposed to components abstraction level, respectively. The phases are elaborated in the following and are demonstrated by a running example of a typical image processing application throughout this section. The goal is to show the use of our methodology by this tutorial, but representative example and to explain the introduced concepts and techniques. + +\subsection{Specification Phase} +Figure \ref{specification} shows the specification phase of our transformational design flow. The starting point is requirement specification. The requirements that are usually in text format (\textit{Top-level Requirements}), are specified by means of an executable model. This step of design starts with breaking functional and non-functional requirements into several sub-requirements, so-called \textit{Decomposed Requirements}, and continues to decompose them to smaller ones (\textit{Requirement Analysis/Management Tool})~\cite{grady2010system}. The result of this step is a requirements tree. It should be noted that the requirements will be further decomposed to be assigned to sub-systems, and the requirements tree will be extended and used for tracing decisions and their implications on other requirements during the transformation phase. At the next step of requirement specification, the leaf nodes of the requirement tree are associated with a set of functions by means of the chosen formal functional modeling framework (\textit{Modeling Tool}). These functions are arguments to the higher-order functions, i.e., process constructors and skeletons, and will not be touched and further refined during the transformation process. Therefore, the smaller the requirements in the leaf nodes of the requirements tree, the more opportunities for transformation in the transformation phase. The output of specification phase is an \textit{Initial Application Model} which at least specify all the functional requirements and is ready to be further refined in transformation phase of a design to include non-functional and implementation-dependent requirements, so-called \textit{Derived Requirements}, as well. Example \ref{ex:appModel} is an example of the specification model of the image processing application. + +\begin{figure}[t] +% \captionsetup{position=b} + \centering + \includegraphics[width=2.3in]{figs-src/appModel.pdf} + \caption{Image processing application model.} + \label{appModel} +\end{figure} + +\begin{exmp}\label{ex:appModel} +Figure \ref{appModel} illustrates the application model of an image processing application that converts an RGB-image to an ASCII art image, using brightness correction and edge detection (Sobel). +The application model is specified using ForSyDe \cite{sander2004system}, which has the features discussed in Section \ref{sec:application model}. It is based on the synchronous MoC and skeletons. +In the synchronous MoC, a signal $s$ is modeled as a sequence of events, where each event $e_i$ has a tag and a value: $s = \{e_0, e_1, \dots\}$. The tag is implicitly given by the position of the event in the signal. A vector $v$ of $m$ elements is denoted by $v = [v_0, v_1, \dots, v_{m-1}]$. The process constructor $\mathit{mapSY}$ applies a function $f$ on each event of a signal, $\mathit{mapSY} (f, \{e_0, e_1, \dots\}) = \{f(e_0), f(e_1), \dots\}$. The process constructor $\mathit{zipWithSY}$ applies a two-input function $f$ pairwise on two signals. The skeleton $\mathit{mapV}$ applies a function $f$ on each element of a vector, $\mathit{mapV} (f, [v_0, v_1, \dots\, v_{m-1}]) = [f(v_0), f(v_1), \dots, f (v_{m-1})]$. The skeleton $\mathit{reduceV}$ reduces a vector to a single value via an two-input function, $\mathit{reduceV} (f, [v_0, v_1, \dots\, v_{m-1}]) = f(v_0, f(v_1, f(\dots f(v_{m-2}, v_{m-1}))))$. The function $\mathit{unzipxSY}$ converts a signal of vectors to a vector of signals, while the function $\mathit{zipxSY}$ converts a vector of signals into a signal of vectors. These notations are used in the following examples. +We focus on \texttt{maxBrightnessSY} process. The executable code of the application model will be available at GitHub \cite{omitted}. +\qed +\end{exmp} + +\subsection{Transformation Phase} +\begin{figure}[t] +% \captionsetup{position=b} + \centering + \includegraphics[width=\linewidth]{transformation.pdf} + \caption{Transformation phase of the proposed methodology.} + \label{transformation} +\end{figure} + +Figure \ref{transformation} illustrates the transformation phase. Apart from derived requirements, another input to the design process are the \textit{Platform Characteristics}, i.e., the reuse of previously used architectures, design rules, guidelines and best practices. +Platform information including processors, memories and interconnection links that are allowed to be used during the platform transformation process are extracted from given platform characteristics. +This phase mainly focuses on transforming the initial system model (\textit{System Model Transformation}) successively to several intermediate models (\textit{Transformation}). +Transformations are comprised of three steps: 1) pattern recognition: detecting possible transformations, 2) transform: transforming the system model by applying the corresponding transformation rule, and 3) efficient sequence of transformations: selecting the most promising sequence of transformations by virtue of DSE. The steps are elaborated and exemplified in the following. + +\begin{figure}[t] +% \captionsetup{position=b} + \centering + \includegraphics[width=1.8in]{figs-src/MapMerge.png} + \caption{The transformation rule ``MapMerge" \cite{sander2003system}.} + \label{MapMerge} +\end{figure} +\begin{figure*}[t] + \centering + \includegraphics[width=\linewidth]{figs-src/brightness-transformation-flat.pdf} + \caption{The transformation steps of maxBrightnessSY function.} + \label{pattern} +\end{figure*} + +\subsubsection{Pattern recognition} +Since the proposed methodology is a rule-based transformational design method, the detection process of possible transformations is done using the patterns predefined in transformation rules. + +\begin{exmp}\label{ex:transformationRule} +As an example of transformation rules of application models, the transformation rule ``MapMerge" from~\cite{sander2003system} is shown in Figure \ref{MapMerge}. This transformation merges two processes. The ``Original Process Networks'' defines the pattern. The ``Transformed Process Network" describes how to transform the original process network.\qed +\end{exmp} + +In Figure \ref{transformation}, an envisioned tool \textit{Transformation Explorer} fetches the patterns from \textit{Transformation Library}, explores the application model, and searches for the patterns. +%It would be well advised to use a graph representation of the models undergoing transformations to be used for pattern recognition and to capture transformation results, as it is easier to transform from/into a graph. +Defining the platform model-related transformations and enriching the transformation library are beyond the scope of this work and are deferred to future work. +%In this work we only show how to conduct system developments using our integrated transformation-based methodology. + +\begin{exmp}\label{maxBrightness} +Figure \ref{pattern} visualizes the pattern detection and transformation flow in transformation steps $T_m$ to $T_{m+4}$ of the process \texttt{maxBrightnessSY} (Example \ref{ex:appModel}). Patterns are shown by means of transparent colored boxes. The ForSyDe code, implemented in Haskell, of the transformation rules, including the original (patterns) and the transformed processes, used in this paper is given in Listing \ref{transformationRules}. In the following, the rules are briefly explained. +\begin{lstlisting}[float,floatplacement=H, language=Haskell, label={transformationRules}, caption= Haskell code of the transformation rules used in this paper.] +-- Transformation rules +-- Original Process = Transformed Process +--------------------------------------------------- +-- Transformation Map-Split +mapSY (f . g) = mapSY f . mapSY g +-- Transformation MapSY-ReduceV +mapSY (reduceV f) = reduceV (zipWithSY f) . unzipxSY +-- Transformation MapSY-MapV +mapSY (mapV f) = zipxSY . mapV (mapSY f) . unzipxSY +-- Transformation ZipxSY-UnzipxSY +zipxSY . unzipxSY = id +-- Transformation Balanced-Tree +reduceV f vs = reduceTreeV f vs +reduceTreeV _ (a:>NullV) = a -- single element +reduceTreeV f vs = -- tree stages recursion + reduceTreeV f (mapV (reduceV f) (groupV 2 vs)) +-- Transformation Serialize-Clock-Domain +delaySY s0 . mapSY (reduceV f) vs = +downDI (length vs) . mooreSY (f) (id) s0 . par2serxDI +\end{lstlisting} + +\begin{itemize}[leftmargin=*] + \setlength{\parskip}{1pt} + \setlength{\itemsep}{0pt plus 0pt} + \item \texttt{Map-Split}: This rule is the reverse transformation rule of the rule MapMerge (Figure \ref{MapMerge}), and is based on the identity \texttt{mapSY (f . g) = mapSY f . mapSY g} \cite{sander2004system}. + \item \texttt{MapSY-ReduceV}: Since the ForSyDe compilation rules treat a process as a single entity during synthesis and does not divide a process further, this rule is used to convert a process that includes potential data parallelism, i.e., \texttt{reduceV}, into a parallel process network with the same function. + \item \texttt{MapSY-MapV}: This rule provides the same benefit as the rule \texttt{MapSY-ReduceV} does. + \item \texttt{ZipxSY-UnzipxSY}: This rule is based on the identity \texttt{zipxSY . unzipxSY = id}, and increases the level of parallelism. + \item \texttt{Balanced-Tree}: This rule transforms a combinational process to a balanced one. It can be used if the input function is combinational and its operator is associative \cite{sander2004system}. + \item \texttt{Serialize-Clock-Domain}: This rule \textquote{transforms a combinatorial processes of a regular structure into a structure with two clock domains that uses an FSM process to schedule the operations into several clock cycles} \cite{sander2004system}. +\end{itemize} +Step \circled{1} of Figure \ref{pattern} shows the original process \texttt{maxBrightnessSY}. Pattern recognition and transformation starts from Step \circled{2}. +%In the original process network two patterns, related to transformation rules \texttt{Map-Split} and \texttt{Balanced-Tree} are detected (\circled{2}) and in transformation $T_m$, transformation rule \texttt{Map-Split} is applied, and the transformed process network is illustrated in Step \circled{3}. +Table \ref{patterndetection} summarizes detected patterns and applied transformations in each step of Figure \ref{pattern}. \qed +\begin{table*}[t] + \centering + \caption{Pattern recognition and transformation steps of Figure \ref{pattern}.} + \begin{tabular}{c||c|c|c} + \hline + \textbf{Transformation step} & \textbf{Detected patterns} & \textbf{Selected transformation} & \textbf{Applied transformation} \\ + \hline + \circled{2} & \texttt{Balanced-Tree}, \texttt{Map-Split} & \texttt{Map-Split} & \circled{2} $\xrightarrow[]{T_m}$ \circled{3}\\ + \hline + \circled{3} & \texttt{Balanced-Tree}, \texttt{MapSY-MapV}, \texttt{MapSY-ReduceV} & \texttt{MapSY-ReduceV} & \circled{3} $\xrightarrow[]{T_{m+1}}$ \circled{4}\\ + \hline + \circled{4} & \texttt{Balanced-Tree}, \texttt{MapSY-MapV} & \texttt{MapSY-MapV} & \circled{4} $\xrightarrow[]{T_{m+2}}$ \circled{5}\\ + \hline + \circled{5} & \texttt{Balanced-Tree}, \texttt{MapSY-ReduceV}, \texttt{ZipxSY-UnzipxSY} & \texttt{ZipxSY-UnzipxSY} & \circled{5} $\xrightarrow[]{T_{m+3}}$ \circled{6}\\ + \hline + \circled{6} & \texttt{Balanced-Tree}, \texttt{MapSY-ReduceV} & \texttt{MapSY-ReduceV} & \circled{6} $\xrightarrow[]{T_{m+4}}$ \circled{7}\\ + \hline + \circled{7} & \texttt{Balanced-Tree} & \texttt{Balanced-Tree} & \circled{7} $\xrightarrow[]{T_{m+5}}$ \circled{8}\\ + \hline + \end{tabular} + \label{patterndetection} +\end{table*} +\end{exmp} +\subsubsection{Transform} +Transformation rules define how to transform the system model. Transformation rules in conjunction with \textit{Transformation History} (Figure \ref{transformation}) provide transparent transformations, as they enable transformations backward and forward. +\begin{exmp} +Figure \ref{pattern} shows how the original process \texttt{maxBrightnessSY} is transformed to several intermediate models, using the formats defined as ``transformed process network" in rules. Moreover, Listing \ref{code} shows the transformation of its ForSyDe code. The ForSyDe code of the original image processing application (Figure \ref{appModel}) and that of the transformed application model will be available at GitHub \cite{omitted}.\qed +\begin{lstlisting}[float,floatplacement=H, language=Haskell, label={code}, caption= The transformation of process maxBrightnessSY.] +maxBrightness = mapSY (reduceV f . mapV (reduceV f)) +-- Transformation Map-Split +maxBrightness = mapSY (reduceV f) . mapSY (mapV (reduceV f)) +-- Transformation MapSY-ReduceV +maxBrightness = reduceV (zipWithSY f) . unzipxSY . mapSY (mapV (reduceV f)) +-- Transformation MapSY-mapV +maxBrightness = reduceV (zipWithSY f) . unzipxSY . zipxSY . mapV (mapSY (reduceV f)) . unzipxSY +-- Transformation ZipxSY-UnzipxSY +maxBrightness = reduceV (zipWithSY f) . mapV (mapSY (reduceV f)) . unzipxSY +-- Transformation MapSY-ReduceV +maxBrightness = reduceV (zipWithSY f) . mapV (reduceV (zipWithSY f) . unzipxSY) . unzipxSY +\end{lstlisting} +\end{exmp} +\begin{table*}[t] + \centering + \caption{Part of the transformation tree of process maxBrightnessSY.} + \begin{tabular}{c|c|c} + \hline + \multicolumn{3}{c}{\makecell{\textbf{Original system model:} $S_n = (R_i, A_j, M_k, P_l)$, $A_j:reduceV (mapSY f)$, $R_i:t_{prop}\leq60$}}\\ + \hline + \textbf{Sequence 1} & \textbf{Sequence 2} & \textbf{Sequence 3}\\ + \hline + \hline + -&-&\makecell{$S_n = (R_i, A_j, M_k, P_l)$\\$A_j \xrightarrow[]{MapSY-ReduceV} A_{j+1}$}\\ + \hline + \makecell{$S_n = (R_i, A_j, M_k, P_l)$\\$A_j \xrightarrow[]{Balanced-Tree} A_{j+1}$}&-&\makecell{$S_n = (R_i, A_{j+1}, M_k, P_l)$\\$A_{j+1} \xrightarrow[]{Serialize-Clock-Domain} A_{j+2}$} \\ + \hline + \makecell{$S_n = (R_i, A_{j+1}, M_k, P_l)$\\$P_l \xrightarrow[]{HW} P_{l+1}$}& \makecell{$S_n = (R_i, A_{j}, M_k, P_l)$\\$P_l \xrightarrow[]{HW} P_{l+1}$}& + \makecell{$S_n = (R_i, A_{j+2}, M_k, P_l)$\\$P_l \xrightarrow[]{SW} P_{l+1}$}\\ + \hline + \makecell{$S_n = (R_i, A_{j+1}, M_k, P_{l+1})$\\$M_k \xrightarrow[]{A_{j+1},P_{l+1}} M_{k+1}$} & \makecell{$S_n = (R_i, A_{j}, M_k, P_{l+1})$\\$M_k \xrightarrow[]{A_{j},P_{l+1}} M_{k+1}$} & + \makecell{$S_n = (R_i, A_{j+2}, M_k, P_{l+1})$\\$M_k \xrightarrow[]{A_{j+2},P_{l+1}} M_{k+1}$}\\ + \hline + \makecell{$S_n = (R_i, A_{j+1}, M_{k+1}, P_{l+1})$\\$R_i \xrightarrow[]{decompose} R_{i+1}:2*t_t\leq60$} & \makecell{$S_n = (R_i, A_{j}, M_{k+1}, P_{l+1})$\\$R_i \xrightarrow[]{decompose} R_{i+1}:3*t_t\leq60$}& + \makecell{$S_n = (R_i, A_{j+2}, M_{k+1}, P_{l+1})$\\$R_i \xrightarrow[]{decompose} R_{i+1}:t_{C-Code}\leq 60$}\\ + \hline + \makecell{$S_n = (R_{i+1}, A_{j+1}, M_{k+1}, P_{l+1})$}& \makecell{$S_n = (R_{i+1}, A_{j}, M_{k+1}, P_{l+1})$}& + \makecell{$S_n = (R_{i+1}, A_{j+2}, M_{k+1}, P_{l+1})$}\\ + \hline + \end{tabular} + \label{sequenceTran} +\end{table*} +\begin{figure*}[t] + \centering + \includegraphics[width=0.986\linewidth]{figs-src/diffSequences.pdf} + \caption{System models resulted from different sequences of transformations shown in Table \ref{sequenceTran}.} + \label{sequenceResults} +\end{figure*} +%Exploration: We explore numerous design alternatives to find one that best satisfies ourconstraints. To do this, we transform the initial de- scription into one moresuitable for implementation. We allocate a set of system components and specify their physical and performance constraints, as in the example in Figure 2, where we allocated three memories, two ASICs, one proces- sor, and several buses. We partition the functional specification among allocated components. For guidance in these exploration subproblems, we estimate each alternative design’s quality \cite{gajski1995specification}. +%In this phase there is no WCETs for the tasks. WCETs come in the mapping model in Phase B.%PIM: list of functions + +\subsubsection{Efficient sequence of transformations} +In Table \ref{patterndetection}, in Steps~\circled{2} to \circled{6}, there is always more than one possible transformation. The applied sequence of transformations highly affects the implementation. Transforming different parts of the system model provides the opportunity to explore a large number of design alternatives and to achieve an efficient implementation. As a guideline in exploring these sub-problems, we take advantage of early stage DSE, at the higher abstraction levels where there is no detailed knowledge about the implementation platform, and traditional DSE techniques \cite{pimentel2016exploring}, at the lower levels. +\begin{exmp} +Table \ref{sequenceTran} shows part of the transformation tree of process \texttt{maxBrightnessSY}, i.e., \texttt{reduceV~(mapSY f)}, as three different sequences of transformations, and Figure~\ref{sequenceResults} illustrates the system model resulting from each of them. +For each sequence of transformations, Table~\ref{sequenceTran} shows how the original system model, represented in the RAMP-format, is transformed by a step-wise application of transformation rules. +In sequence 1, the transformation rule \texttt{Balanced-Tree} is used and a hardware implementation is preferred. However, in sequence 2, a hardware implementation of the original application model is selected. Finally, in sequence 3, after transformation \texttt{Serialize-Clock-Domain} (Listing \ref{transformationRules}), the application model includes the process \texttt{mooresy (max) (id) 0} constructed by process constructor \texttt{mooreSY}, which is interpreted as a FSM \cite{sander2004system}. The software implementation (C-code) of the application model is mapped to a single core. Figure \ref{sequenceResults} also shows the transformations of requirements, where the top-level requirement $R_i:t_{prop}\leq60$ has been transformed into derived requirements on the individual sub-systems. + +In this step, DSE techniques are used to estimate the quality of each implementation and define the most promising one. \qed +%For the platform model, annotated components from the component library are used. +\end{exmp} + + + + +%\begin{itemize} +% \item Initial platform: +% \begin{itemize} +% \item @SAAB: Initial platform is needed (memory, bandwidth, ...). +% \item @Ingo: Initial platform is an empty platform. +% \item @Fahimeh: one single node. +% \end{itemize} +% \item The initial contract $C_0$: formal specification of requirements. +%\end{itemize} + + +%Phase B mainly focus on transforming the initial models of the application, platform, mapping, and refined requirements (\textit{System Model transformation}) successively to several intermediate models (\textit{Transformation}). Transformations are comprised of three steps: 1) detecting possible transformations, 2) selecting one of them to be applied in the next transformation step, 3) refining the system model. +%We propose a transformation strategy for the first and second task and a rule-based transformation approach for the third one as follows: + +%\begin{itemize} +% \item \textbf{Transformation strategy:} +% The detection process of possible transformations is done by means of the paterns pre-identified by the transformation rules. Moreover, the refinemnts of both the application model and the platform model follow the composition rules defined by the underlying modeling framework. In other owrds, the initial application model fed into Phase B is a process network, i.e., a functional composition of processes. +% For such application models that are based on the features defined in Section \ref{sec:application model}, process constructors identify applicable composition patterns. Also, platform models, supporting compositional transformation, follow the composition rules stored in the \textit{Platform Information} library, as well as defining some notations of dominance to help for detecting pareto-compositinal transformations of the components. It would be well advised to use a graph representation of the models undergoing transformations to capture transformation results as it is easier to transform from/into a graph. To detect the possible transformations, Transformation Explorer explores the graph representation of the system model and search for the patterns. + + +%The transformation tree shown in Phase B of Figure \ref{Sequence} illustrates the complexity of the first two steps of each transformation. It is the transformation tree of a transformation library including only three transformation rules, i.e., $\{T, T', T''\}$. In the first transformation step, transformations $T_0$ and $T'_0$ are possible. It is possible to either try both of them out or to select the transformation that is dominant in the current transformation step. The first strategy is a comprehensive solution that leads to an optimal solution, while the second one ensures at least a \textit{good enough} solution that can be the optimal solution, as well. The proposed transformation strategy follows the second strategy and select one of the possible transformations by virtue of a \textit{Transformation Explorer} to transform the system model in a timely manner. The transformation explorer first filters the transformations that do not satisfy requirements out and then takes advantage of \textit{Refined Requirements}, \textit{Early-stage DSE}, and \textit{Estimation Techniques} to find the pareto-refinemnt. + + + + %\item \textbf{transformation:} +% TRANSFORM is a rule-based transformation methodology. The rules define the formats of the original (patterns) and refined process networks as well as the implication of the design transformation. The implications pave the way for verifying the transformations. It is also worth mentioning that the transformation rules filling the transformation library are highly dependent on the application domain. A clear understanding of the underlying application domain is extremely important and necessary to design suitable transformation rules. +%\end{itemize} + + + + +%For example, given an in-termediate result represented in ETPN, an algorithm can be used to estimate its implementation cost, checkwhether that satisfies the design constraints, and automatically choose a transformation to apply to the de-sign which produces another intermediate result with improved cost. ETPN, for example, is used by theCAMAD hardware synthesis system [Pen 88b] to support an iterative transformation approach to carry outthe synthesis tasks. CAMAD first generates a preliminary (default) design in ETPN format from the inputspecification. It then applies transformations one by one to the preliminary result so as to obtain better so-lutions. This iterative process is finished when satisfactory results have been reached. The data path is thentransformed into a net-list and the control Petri net into a microprogram. The proposed silicon/softwarecompiler environment will use the same strategy \cite{peng1991unified}. +%Synthesis can further besplit into 1) decision making, which is theeducated(i.e. anaylsis-based) process ofsteering the design flow; and 2) transformation, which is the task of incorporating thesedecision into the behavioral model, resulting into an implementation model. + + +%very important: learning +%Product design decisions based on performance needs +%Dependencies between requirements must be tracked. +%Keeping history of transformations: The design process and design decisions are documented, thus the whole process is repeatable \cite{wu2001transformational}. +%In particular, a design methodology should separate:1) function (what the system is supposed to do) from architecture (how it does it) and 2) communication from computation \cite{sander2004system}. +%based on the platform characteristics and platform info., the expected worst case execution time of each task on each processing element can be calculated. +%when there are dual-criticality tasks, at least three nodes are needed. +%transform heavily relays on design rules. Design rules also speed up DSE. +%\subsection{Phase C} + +% $mapV (mapSY f)$ should be mapped on GPU (since it is a stream processing + +%Accelerator: For example, in HW/SW co-design,transformation techniques can be employed inthe system's custom parts that are not covered bypre-designed building blocks (IPs). + +%The last paragraph: Of course, there are still difficulties in applying apurely transformational approach to large systemdesign. However, the incorporation of thisapproach into the design methodology will offerthe opportunities to improve the design process \cite{wu2001transformational}. + +%should the figure be changed to include mapping and design constraint transformations as well? + + +%\begin{lstlisting}[float,floatplacement=H, language=C++, label={code}, caption= The transformation of process maxBrightnessSY.] +%void mooreSY_uint_8( +% uint_8 (*nextStateFunc)(uint_8, uint_8), +% uint_8 (*outFunc)(uint_8), +% uint_8 initState, +% const &sig_uint_8 inSig, +% &sig_uint_8 stateSig, +% &sig_uint_8 outSig) { + +% uint_8 stateOpt = read(stateSig); +% uint_8 state = stateOpt == NULL ? initState : ; +% write(outSig, outFunc(state)); +% write(stateSig, nextStateFunc(state, read(inSig)));} +%\end{lstlisting} + + +%%% Local Variables: +%%% mode: latex +%%% TeX-master: "../paper" +%%% End: \ No newline at end of file diff --git a/development/styles/deliverable-settings.sty b/development/styles/deliverable-settings.sty new file mode 100644 index 0000000..08393d7 --- /dev/null +++ b/development/styles/deliverable-settings.sty @@ -0,0 +1,8 @@ +%\usepackage{times} +%\usepackage{graphics} +%\usepackage{tikz} +%\usepackage{csquotes} + +%\graphicspath{{\pathFigures/}} +%\newcommand*{\pathFigures}{figs-final} + diff --git a/development/transformations-phd-thesis/BalancedTree.lhs b/development/transformations-phd-thesis/BalancedTree.lhs new file mode 100644 index 0000000..2209993 --- /dev/null +++ b/development/transformations-phd-thesis/BalancedTree.lhs @@ -0,0 +1,127 @@ +\begin{code} +module BalancedTree where + +import ForSyDe.Shallow + +-- Transformation BalancedTree + +balancedTree op vs = pn_ref_bt op vs + +-- Original Process + +pn_org_bt op vs = zipWithxSY (makeFunc op) vs + where + makeFunc op (x:> NullV) = x + makeFunc op (x:>xv) = op x (makeFunc op xv) + +-- Transformed Process + +pn_ref_bt op vs | powerOf2 m = balance op m vs + | otherwise = error "Balanced Tree: Transformation not possible" + where m = lengthV vs + half_m = div m 2 + upper = takeV half_m vs + lower = takeV half_m vs + balance op 2 (v1:>v2:>NullV ) = zipWithSY op v1 v2 + balance op m vs = zipWithSY op (balance op half_m upper) + (balance op half_m lower) + + + +----------------------------------------------------------------------------- + +-- Transformation Pipelined Tree + +-- Format fs : [f7,f6,f5,f4,f3,f2,f1] +-- +-- - +-- f1 - +-- - +-- f5 - +-- - +-- f2 - +-- - +-- f7 - +-- - +-- f3 - +-- - +-- f6 - +-- - +-- f4 - +-- - + +pipelinedTree s_0 fs vs = pn_ref_pt s_0 fs vs + +-- Original Process +pn_org_pt fs vs = balance' fs m vs + where m = lengthV vs + +balance' (f:fs) 2 (v1:>v2:>NullV) = zipWithSY f v1 v2 +balance' (f:fs) m vs = zipWithSY f (balance' (upperNet fs) half_m upper) + (balance' (lowerNet fs) half_m lower) + where half_m = div m 2 + upper = takeV half_m vs + lower = takeV half_m vs + +-- Transformed Process + +pn_ref_pt s_0 fs vs | powerOf2 m = pipelineBalanced' s_0 fs m vs + | otherwise = error "Pipelined Tree: Transformation not possible" + where m = lengthV vs + +pipelineBalanced' s_0 (f:fs) 2 (v1:>v2:>NullV) = delaySY s_0 (zipWithSY f v1 v2) +pipelineBalanced' s_0 (f:fs) m vs + = delaySY s_0 (zipWithSY f (pipelineBalanced' s_0 (upperNet fs) half_m upper) + (pipelineBalanced' s_0 (lowerNet fs) half_m lower)) + where half_m = div m 2 + upper = takeV half_m vs + lower = takeV half_m vs + +----------------------------------------------------------------------------- + +-- Transformation Balanced Pipelined Tree + +balancedPipelinedTree s_0 f vs = pn_ref_bpt s_0 f vs + +-- Original Process + +pn_org_bpt f vs = zipWithxSY (makeFunc f) vs + where + makeFunc f (x:> NullV) = x + makeFunc f (x:>xv) = f x (makeFunc f xv) + +-- Transformed Process + +pn_ref_bpt s_0 f vs = pipelinedTree s_0 (copy m f) vs + where m = lengthV vs + +-- Auxiliary Functions + +powerOf2 m | m <= 1 = False + | m == 2 = True + | otherwise = powerOf2 (div m 2) + +lowerNet fs = lowerNet' 1 fs + where + lowerNet' n [] = [] + lowerNet' n fs = take n (drop n fs) ++ lowerNet' (2*n) (drop (2*n) fs) + +upperNet fs = upperNet' 1 fs + where + upperNet' n [] = [] + upperNet' n fs = take n fs ++ upperNet' (2*n) (drop (2*n) fs) + +copy 0 x = [] +copy n x = x : copy (n-1) x + +-- Test Signals + +fs1 = [(*),(+),(+)] +fs2 = [(+), (+), (+)] +s = signal [1,2,3,4,5] +vs3 = vector [s,s,s] +vs4 = vector [s,s,s,s] + + + +\end{code} diff --git a/development/transformations-phd-thesis/ClockDomain.lhs b/development/transformations-phd-thesis/ClockDomain.lhs new file mode 100644 index 0000000..1d085cd --- /dev/null +++ b/development/transformations-phd-thesis/ClockDomain.lhs @@ -0,0 +1,29 @@ +\begin{code} +module ClockDomain where + +import ForSyDeStdLib + +-- groupSamples k = mooreSY f g s0 +-- where +-- s0 = NullV +-- f v x | lengthV v == 0 = unitV x +-- | lengthV v == k = unitV x +-- | otherwise = v <: x +-- g v | lengthV v == 0 = Prst NullV +-- g v | lengthV v == k = Prst v +-- g v | otherwise = Abst + + + +sumV v = foldlV (+) 0 v + +pn_org k = mapSY (psi sumV) . groupSY k + +groupToMultiRate p k = pn_ref + where + pn_ref = upDI k . mapSY (psi p) . downDI k . groupSY k + +pn_ref k = groupToMultiRate sumV k + +s = signal [1,2,3,4,5,6,7,8,9,10] +\end{code} diff --git a/development/transformations-phd-thesis/CommunicationRefinement.lhs b/development/transformations-phd-thesis/CommunicationRefinement.lhs new file mode 100644 index 0000000..f1d3f33 --- /dev/null +++ b/development/transformations-phd-thesis/CommunicationRefinement.lhs @@ -0,0 +1,155 @@ +\begin{code} +module CommunicationRefinement where + +import ForSyDeStdLib + +data ReadFIFO = ReadFIFO deriving (Show) +data RecMsg = Ready | Ack deriving (Show) +data SendMsg = DataReady deriving(Show) + +-- finite FIFO + +fifoState' q Abst Abst = q +fifoState' q Abst (Prst x) = pushFQ q x +fifoState' q (Prst ReadFIFO) Abst = fst (popFQ q) +fifoState' q (Prst ReadFIFO) (Prst x) = pushFQ (fst (popFQ q)) x + +fifoOutput' q Abst _ = Abst +fifoOutput' (FQ n []) (Prst ReadFIFO) _ = Abst +fifoOutput' (FQ n (x:xs)) (Prst ReadFIFO) _ = Prst x + +readFIFO' = mealy2SY fifoState' fifoOutput' (FQ 2 []) + + +-- ideal FIFO + +fifoState q Abst Abst = q +fifoState q Abst (Prst x) = pushQ q x +fifoState q (Prst ReadFIFO) Abst = fst (popQ q) +fifoState q (Prst ReadFIFO) (Prst x) = pushQ (fst (popQ q)) x + +fifoOutput q Abst _ = Abst +fifoOutput (Q[]) (Prst ReadFIFO) _ = Abst +fifoOutput (Q(x:xs)) (Prst ReadFIFO) _ = Prst x + +readFIFO = mealy2SY fifoState fifoOutput (Q []) +-- Sender + +data SenderStates = ReadFifo + | WaitFifo1 + | WaitFifo2 + | SendDataReady + | WaitReady + | SendData + | WaitAck deriving (Show) + + +-- (State, Value) (fifoOutput) (recMsg) (nextState, value) +senderState (ReadFifo,v) _ _ = (WaitFifo1,v) +senderState (WaitFifo1, v) (Prst x) _ = (SendDataReady, x) +senderState (WaitFifo1, v) _ _ = (WaitFifo2,v) +senderState (WaitFifo2, v) (Prst x) _ = (SendDataReady, x) +senderState (WaitFifo2, v) _ _ = (ReadFifo, v) +senderState (SendDataReady, v) _ _ = (WaitReady, v) +senderState (WaitReady, v) _ (Prst Ready) = (SendData, v) +senderState (WaitReady, v) _ _ = (WaitReady, v) +senderState (SendData, v) _ _ = (WaitAck, v) +senderState (WaitAck, v) _ (Prst Ack) = (ReadFifo, v) +senderState (WaitAck, v) _ _ = (WaitAck, v) + +-- (State, Value) (sendFifo, sendMsg, sendData) +senderOutput (ReadFifo, _) = (Prst ReadFIFO, Abst, Abst) +senderOutput (SendDataReady, _) = (Abst, Prst DataReady, Abst) +senderOutput (SendData, x) = (Abst, Abst, Prst x) +senderOutput (_, _) = (Abst, Abst, Abst) + +sender = moore2SY senderState senderOutput initState + where initState = (ReadFifo, 0) + + +-- Receiver + +data RecState = WaitDataReady + | SendReady + | WaitData + | SendAck + +-- (State, value) sendMsg sendData (nextState, value) +recState (WaitDataReady, v) (Prst DataReady) _ = (SendReady, v) +recState (WaitDataReady, v) _ _ = (WaitDataReady, v) +recState (SendReady, v) _ _ = (WaitData, v) +recState (WaitData, v) _ (Prst x) = (SendAck, x) +recState (WaitData, v) _ Abst = (WaitData, v) +recState (SendAck, v) _ _ = (WaitDataReady, v) + +-- (State, value) (recMsg, recData) +recOutput (SendReady, _) = (Prst Ready, Abst) +recOutput (SendAck, v) = (Prst Ack, Prst v) +recOutput _ = (Abst, Abst) + +receiver = moore2SY recState recOutput initState + where initState = (WaitDataReady, 0) + + +-- Handshake Protocol Ideal Fifo + +handshake xs = recData + where + senderOut = delaySY (Abst, Abst, Abst) (sender fifoOutput recMsg) + sendFifo = mapSY fstOf3 senderOut + sendMsg = mapSY sndOf3 senderOut + sendData = mapSY thrdOf3 senderOut + fifoOutput = readFIFO sendFifo xs + recOutput = receiver sendMsg sendData + recMsg = mapSY fst recOutput + recData = mapSY snd recOutput + +-- Handshake Protocol Finite Fifo (Size 2) + +handshake' xs = recData + where + senderOut = delaySY (Abst, Abst, Abst) (sender fifoOutput recMsg) + sendFifo = mapSY fstOf3 senderOut + sendMsg = mapSY sndOf3 senderOut + sendData = mapSY thrdOf3 senderOut + fifoOutput = readFIFO' sendFifo xs + recOutput = receiver sendMsg sendData + recMsg = mapSY fst recOutput + recData = mapSY snd recOutput + +fstOf3 (a,b,c) = a +sndOf3 (a,b,c) = b +thrdOf3 (a,b,c) = c + + + + + + +sparse = signal [Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Prst 1, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Prst 2, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Prst 3, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Prst 4, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst] + +dense = signal [Abst, Abst, Prst 1, Abst, Prst 2, Abst, Prst 3, Prst 4, Abst, + Prst 5, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Prst 6, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Prst 7, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Prst 8, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst] +\end{code} \ No newline at end of file diff --git a/development/transformations-phd-thesis/CommunicationRefinement2.lhs b/development/transformations-phd-thesis/CommunicationRefinement2.lhs new file mode 100644 index 0000000..20e4476 --- /dev/null +++ b/development/transformations-phd-thesis/CommunicationRefinement2.lhs @@ -0,0 +1,144 @@ +\begin{code} +module CommunicationRefinement where + +import ForSyDeStdLib + +data ReadFIFO = ReadFIFO deriving (Show) +data RecMsg = Ready | Ack deriving (Show) +data SendMsg = DataReady deriving(Show) + +-- finite FIFO + +fifoState' q Abst Abst = q +fifoState' q Abst (Prst x) = pushFQ q x +fifoState' q (Prst ReadFIFO) Abst = fst (popFQ q) +fifoState' q (Prst ReadFIFO) (Prst x) = pushFQ (fst (popFQ q)) x + +fifoOutput' q Abst _ = Abst +fifoOutput' (FQ n []) (Prst ReadFIFO) _ = Abst +fifoOutput' (FQ n (x:xs)) (Prst ReadFIFO) _ = Prst x + +readFIFO' = mealy2SY fifoState' fifoOutput' (FQ 2 []) + + +-- ideal FIFO + +fifoState q Abst Abst = q +fifoState q Abst (Prst x) = pushQ q x +fifoState q (Prst ReadFIFO) Abst = fst (popQ q) +fifoState q (Prst ReadFIFO) (Prst x) = pushQ (fst (popQ q)) x + +fifoOutput q Abst _ = Abst +fifoOutput (Q[]) (Prst ReadFIFO) _ = Abst +fifoOutput (Q(x:xs)) (Prst ReadFIFO) _ = Prst x + +readFIFO = mealy2SY fifoState fifoOutput (Q []) +-- Sender + +data SenderStates = ReadFifo + | WaitFifo1 + | WaitFifo2 + | SendDataReady + | SendData deriving (Show) + + +-- (State, Value) (fifoOutput) (recMsg) (nextState, value) +senderState (ReadFifo,v) _ _ = (WaitFifo1,v) +senderState (WaitFifo1, v) (Prst x) _ = (SendDataReady, x) +senderState (WaitFifo1, v) _ _ = (WaitFifo2,v) +senderState (WaitFifo2, v) (Prst x) _ = (SendDataReady, x) +senderState (WaitFifo2, v) _ _ = (ReadFifo, v) +senderState (SendDataReady, v) _ (Prst Ready) = (SendData, v) +senderState (SendDataReady, v) _ _ = (SendDataReady, v) +senderState (SendData, v) _ (Prst Ack) = (ReadFifo, v) +senderState (SendData, v) _ _ = (SendData, v) + +-- (State, Value) (sendFifo, sendMsg, sendData) +senderOutput (ReadFifo, _) = (Prst ReadFIFO, Abst, Abst) +senderOutput (SendDataReady, _) = (Abst, Prst DataReady, Abst) +senderOutput (SendData, x) = (Abst, Abst, Prst x) +senderOutput (_, _) = (Abst, Abst, Abst) + +sender = moore2SY senderState senderOutput initState + where initState = (ReadFifo, 0) + + +-- Receiver + +data RecState = WaitDataReady + | WaitData + | OutputData + +-- (State, value) sendMsg sendData (nextState, value) +recState (WaitDataReady, v) (Prst DataReady) _ = (WaitData, v) +recState (WaitDataReady, v) Abst _ = (WaitDataReady, v) +recState (WaitData, v) _ (Prst x) = (OutputData, x) +recState (WaitData, v) _ Abst = (WaitData, v) +recState (OutputData, v) _ _ = (WaitDataReady, v) + +-- (State, value) (recMsg, recData) +recOutput (WaitDataReady, _) = (Prst Ack, Abst) +recOutput (WaitData, _) = (Prst Ready, Abst) +recOutput (OutputData, v) = (Abst, Prst v) + +receiver = moore2SY recState recOutput initState + where initState = (WaitDataReady, 0) + + +-- Handshake Protocol Ideal Fifo + +handshake xs = recData + where + senderOut = delaySY (Abst, Abst, Abst) (sender fifoOutput recMsg) + sendFifo = mapSY fstOf3 senderOut + sendMsg = mapSY sndOf3 senderOut + sendData = mapSY thrdOf3 senderOut + fifoOutput = readFIFO sendFifo xs + recOutput = receiver sendMsg sendData + recMsg = mapSY fst recOutput + recData = mapSY snd recOutput + +-- Handshake Protocol Finite Fifo (Size 2) + +handshake' xs = recData + where + senderOut = delaySY (Abst, Abst, Abst) (sender fifoOutput recMsg) + sendFifo = mapSY fstOf3 senderOut + sendMsg = mapSY sndOf3 senderOut + sendData = mapSY thrdOf3 senderOut + fifoOutput = readFIFO' sendFifo xs + recOutput = receiver sendMsg sendData + recMsg = mapSY fst recOutput + recData = mapSY snd recOutput + +fstOf3 (a,b,c) = a +sndOf3 (a,b,c) = b +thrdOf3 (a,b,c) = c + +sparse = signal [Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Prst 1, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Prst 2, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Prst 3, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Prst 4, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst] + +dense = signal [Abst, Abst, Prst 1, Abst, Prst 2, Abst, Prst 3, Prst 4, Abst, + Prst 5, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Prst 6, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Prst 7, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Prst 8, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst] +\end{code} \ No newline at end of file diff --git a/development/transformations-phd-thesis/MapMerge.lhs b/development/transformations-phd-thesis/MapMerge.lhs new file mode 100644 index 0000000..dafd28f --- /dev/null +++ b/development/transformations-phd-thesis/MapMerge.lhs @@ -0,0 +1,20 @@ +\begin{code} +module MapMerge where + +import ForSyDeStdLib + +-- Transformation BalancedTree + +mapMerge f g s = pn_ref f g s + +-- Original Process + +pn_org f g s = (mapSY f . mapSY g) s + +-- Transformed Process + +pn_ref f g s = mapSY (f . g) s + + +s1 = signal [1,2,3,4,5,6] +\end{code} \ No newline at end of file diff --git a/development/transformations-phd-thesis/Reset.lhs b/development/transformations-phd-thesis/Reset.lhs new file mode 100644 index 0000000..5608c1a --- /dev/null +++ b/development/transformations-phd-thesis/Reset.lhs @@ -0,0 +1,171 @@ +\begin{code} +module CommunicationRefinement where + +import ForSyDeStdLib + +data ReadFIFO = ReadFIFO deriving (Show) +data RecMsg = Ready | Ack deriving (Show) +data SendMsg = DataReady deriving(Show) +data Reset = Reset deriving (Show) + +-- finite FIFO + +fifoState' q Abst Abst = q +fifoState' q Abst (Prst x) = pushFQ q x +fifoState' q (Prst ReadFIFO) Abst = fst (popFQ q) +fifoState' q (Prst ReadFIFO) (Prst x) = pushFQ (fst (popFQ q)) x + +fifoOutput' q Abst _ = Abst +fifoOutput' (FQ n []) (Prst ReadFIFO) _ = Abst +fifoOutput' (FQ n (x:xs)) (Prst ReadFIFO) _ = Prst x + +readFIFO' = mealy2SY fifoState' fifoOutput' (FQ 2 []) + + +-- ideal FIFO + +fifoState q (Prst Reset) _ _ = q +fifoState q Abst Abst Abst = q +fifoState q Abst Abst (Prst x) = pushQ q x +fifoState q Abst (Prst ReadFIFO) Abst = fst (popQ q) +fifoState q Abst (Prst ReadFIFO) (Prst x) = pushQ (fst (popQ q)) x + +fifoOutput q (Prst Reset) _ _ = Abst +fifoOutput q Abst Abst _ = Abst +fifoOutput (Q[]) Abst (Prst ReadFIFO) _ = Abst +fifoOutput (Q(x:xs)) Abst (Prst ReadFIFO) _ = Prst x + +readFIFO = mealy3SY fifoState fifoOutput (Q []) +-- Sender + +data SenderStates = ReadFifo + | WaitFifo1 + | WaitFifo2 + | SendDataReady + | WaitReady + | SendData + | WaitAck deriving (Show) +sender = moore3SY senderState senderOutput initStateSender + +-- (State, Value) (Reset) (fifoOutput) (recMsg) (nextState, value) +senderState _ (Prst Reset) _ _ = initStateSender +senderState (ReadFifo,v) Abst _ _ = (WaitFifo1,v) +senderState (WaitFifo1, v) Abst (Prst x) _ = (SendDataReady, x) +senderState (WaitFifo1, v) Abst _ _ = (WaitFifo2,v) +senderState (WaitFifo2, v) Abst (Prst x) _ = (SendDataReady, x) +senderState (WaitFifo2, v) Abst _ _ = (ReadFifo, v) +senderState (SendDataReady, v) Abst _ _ = (WaitReady, v) +senderState (WaitReady, v) Abst _ (Prst Ready) = (SendData, v) +senderState (WaitReady, v) Abst _ _ = (WaitReady, v) +senderState (SendData, v) Abst _ _ = (WaitAck, v) +senderState (WaitAck, v) Abst _ (Prst Ack) = (ReadFifo, v) +senderState (WaitAck, v) Abst _ _ = (WaitAck, v) + +initStateSender = (ReadFifo, 0) + +-- (State, Value) (sendFifo, sendMsg, sendData) +senderOutput (ReadFifo, _) = (Prst ReadFIFO, Abst, Abst) +senderOutput (SendDataReady, _) = (Abst, Prst DataReady, Abst) +senderOutput (SendData, x) = (Abst, Abst, Prst x) +senderOutput (_, _) = (Abst, Abst, Abst) + + + + + +-- Receiver + +data RecState = WaitDataReady + | SendReady + | WaitData + | SendAck + +-- (State, value) sendMsg sendData (nextState, value) +recState _ (Prst Reset) _ _ = initStateReceiver +recState (WaitDataReady, v) Abst (Prst DataReady) _ = (SendReady, v) +recState (WaitDataReady, v) Abst _ _ = (WaitDataReady, v) +recState (SendReady, v) Abst _ _ = (WaitData, v) +recState (WaitData, v) Abst _ (Prst x) = (SendAck, x) +recState (WaitData, v) Abst _ Abst = (WaitData, v) +recState (SendAck, v) Abst _ _ = (WaitDataReady, v) + +-- (State, value) (recMsg, recData) +recOutput (SendReady, _) = (Prst Ready, Abst) +recOutput (SendAck, v) = (Prst Ack, Prst v) +recOutput _ = (Abst, Abst) + +receiver = moore3SY recState recOutput initStateReceiver + +initStateReceiver = (WaitDataReady, 0) + + +-- Handshake Protocol Ideal Fifo + +handshake reset xs = holdSY 0 recData + where + senderOut = sender reset fifoOutput recMsg + sendFifo = mapSY fstOf3 senderOut + sendMsg = mapSY sndOf3 senderOut + sendData = mapSY thrdOf3 senderOut + fifoOutput = readFIFO reset sendFifo xs + recOutput = receiver reset sendMsg sendData + recMsg = mapSY fst recOutput + recData = mapSY snd recOutput + +-- Handshake Protocol Finite Fifo (Size 2) + +handshake' xs = holdSY 0 recData + where + senderOut = sender reset fifoOutput recMsg + sendFifo = mapSY fstOf3 senderOut + sendMsg = mapSY sndOf3 senderOut + sendData = mapSY thrdOf3 senderOut + fifoOutput = readFIFO' sendFifo xs + recOutput = receiver reset sendMsg sendData + recMsg = mapSY fst recOutput + recData = mapSY snd recOutput + +fstOf3 (a,b,c) = a +sndOf3 (a,b,c) = b +thrdOf3 (a,b,c) = c + + +sparse = signal [Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Prst 1, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Prst 2, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Prst 3, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Prst 4, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst] + +dense = signal [Abst, Abst, Prst 1, Abst, Prst 2, Abst, Prst 3, Prst 4, Abst, + Prst 5, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Prst 6, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Prst 7, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Prst 8, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst] + +reset = signal [Prst Reset, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, + Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst, Abst] +\end{code} \ No newline at end of file diff --git a/development/transformations-phd-thesis/SerialClockDomain.lhs b/development/transformations-phd-thesis/SerialClockDomain.lhs new file mode 100644 index 0000000..06f7c27 --- /dev/null +++ b/development/transformations-phd-thesis/SerialClockDomain.lhs @@ -0,0 +1,81 @@ +\begin{code} +module SerialClockDomain where + +import ForSyDe.Shallow + +-- Original Process +pn_org hs gs = zipWithxSY f + where f = makeFunc hs gs + -- Example: + -- f = (+)_4 + -- = (+) (id v3, (+) (id v_2, (+) (id v_1, id v_0))) + -- = g2 (h3(v3), g1 (h2(v2), g0 (h3 v1, h3 v_0))) + -- Thus it can transform more functions then a normal reduceV + -- For f' = reduceV f: + -- g = replicate (m-1) f + -- h = replicate m id + +-- Transformed Process +pn_ref hs gs s_0 = (downDI m . p_fsm hs gs s_0 . par2serxDI) + where + p_fsm hs gs s_0 = mooreSY u w s_0 + u (k,s) x | k == 0 = (1, h(k) x) + | 0 < k && k < m-1 = (k+1, g(k) (h(k) x) s) + | k == m-1 = (0, g(k) (h(k) x) s) + w (k,s) | k == 0 = Prst s + | 0 < k && k < m = Abst + h(k) = hs !! k + g(k) = gs !! (k-1) + m = length hs + +serialClockDomain hs gs s_0 = pn_ref hs gs s_0 + + + +-- Adder Example +adder_org = zipWithxSY (makeFunc hs gs) + where + hs = [id, id, id, id] + gs = [(+), (+), (+)] + +adder_ref = serialClockDomain hs gs s0 + where + hs = [id, id, id, id] + gs = [(+), (+), (+)] + s0 = (0, 0) + +-- FIR-Example +fir_org = pn_org hs gs + where hs = map (*) hlist + gs = [(+),(+),(+)] + hlist = [0,1,1,1] + +fir_ref = pn_ref hs gs s0 + where hs = map (*) hlist + gs = [(+),(+),(+)] + hlist = [0,1,1,1] + s0 = (0, 0) + +-- Auxiliary Function +makeFunc [h] [] (x:>NullV) = h x +makeFunc (h:hs) (g:gs) (x:>xv) = g (h x) (makeFunc hs gs xv) + +-- Test Vector +vs = vector [signal[1,2,3,4,5], signal[4,5,6,7,8], signal[7,8,9,10,11], signal[10,11,12,13,14]] +\end{code} + +\begin{code} +-- reduceV Example (Paper) +f_paper = (+) +m_paper = 4 +init_Value = 0 -- Identity Element + +pn_org_paper :: Vector (Signal Integer) -> Signal Integer +pn_org_paper = zipWithxSY (reduceV (f_paper)) + +pn_ref_paper :: Vector (Signal Integer) -> Signal (AbstExt Integer) +pn_ref_paper = pn_ref hs gs s_0 + where hs = replicate m_paper id + gs = replicate (m_paper-1) f_paper + s_0 = (0, init_Value) +\end{code} diff --git a/gradle/wrapper/gradle-wrapper.properties b/gradle/wrapper/gradle-wrapper.properties index 646fe3b..00c986c 100644 --- a/gradle/wrapper/gradle-wrapper.properties +++ b/gradle/wrapper/gradle-wrapper.properties @@ -1,4 +1,4 @@ -distributionUrl=https\://services.gradle.org/distributions/gradle-7.5.1-bin.zip +distributionUrl=https\://services.gradle.org/distributions/gradle-8.2.1-bin.zip distributionBase=GRADLE_USER_HOME distributionPath=wrapper/dists zipStorePath=wrapper/dists diff --git a/imageProcessing_migrated.fiodl b/imageProcessing_migrated.fiodl new file mode 100644 index 0000000..543d9a8 --- /dev/null +++ b/imageProcessing_migrated.fiodl @@ -0,0 +1,1632 @@ +systemgraph { + vertex "graySY" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYMap, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, moc::sy::SYMap, visualization::GreyBox] + (combFunctions, contained, graySig, inSig) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "intDiv": 32768_l, + "floatAdd": 32768_l, + "cpy": 3072_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "graySig" + ], + "inputPorts": [ + "inSig" + ] + } + vertex "grayMapVA" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, inSig, interleavedVec, kernels) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "cpy": 3072_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "interleavedVec" + ], + "inputPorts": [ + "inSig" + ] + } + vertex "grayInterliveV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::InterleaveV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, impl::InstrumentedExecutable, parallel::InterleaveV, visualization::GreyBox] + (contained, inSig, interleavedVec, kernels) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "cpy": 96_l + } + }, + "maxSizeInBits": { + "default": 0_l + }, + "outputPorts": [ + "interleavedVec" + ], + "inputPorts": [ + "inSig" + ], + "stride": 3_i, + "radius": 3_i, + "operationRequirements": { + "impl1": { + "cpy": 96_l + } + }, + "sizeInBits": 0_l + } + vertex "grayMapVB" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, graySig, interleavedVec, kernels) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "intDiv": 32768_l, + "floatAdd": 32768_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "graySig" + ], + "inputPorts": [ + "interleavedVec" + ] + } + vertex "grayMapMapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, graySig, interleavedVec, kernels) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "intDiv": 1024_l, + "floatAdd": 1024_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "graySig" + ], + "inputPorts": [ + "interleavedVec" + ] + } + vertex "grayMapMapMapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, grayMapMapMapVec, interleavedVec, kernels) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "intDiv": 32_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "grayMapMapMapVec" + ], + "inputPorts": [ + "interleavedVec" + ] + } + vertex "grayMapMapReduceV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::ReduceV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::ReduceV, visualization::GreyBox] + (contained, grayMapMapMapVec, graySig, kernels) + { + "inputArray": "grayMapMapMapVec", + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "floatAdd": 3_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "graySig" + ], + "inputPorts": [ + "grayMapMapMapVec" + ], + "outputScalar": "graySig" + } + vertex "intDivisionto3" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::implementation::code::HasANSICImplementations, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::ANSICBlackBoxExecutable, impl::InstrumentedExecutable, visualization::VisualizableWithProperties] + (a, res) + { + "visualizedPropertiesNames": [ + "inlinedCode" + ], + "computationalRequirements": { + "impl1": { + "intDiv": 1_l + } + }, + "maxSizeInBits": { + "default": 0_l + }, + "outputArgumentPorts": [ + "res" + ], + "returnPort": "res", + "inlinedCodes": { + "generic": "res = a/3;" + }, + "inlinedCode": "res = a/3;", + "outputPorts": [ + "res" + ], + "inputPorts": [ + "a" + ], + "inputArgumentPorts": [ + "a" + ], + "operationRequirements": { + "impl1": { + "intDiv": 1_l + } + }, + "sizeInBits": 0_l + } + vertex "resizeSY" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYMap, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, moc::sy::SYMap, visualization::GreyBox] + (combFunctions, contained, graySig, resizedSig) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "floatAdd": 16896_l, + "floatDiv": 256_l, + "cpy": 3168_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "resizedSig" + ], + "inputPorts": [ + "graySig" + ] + } + vertex "resizeMapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, kernels, resizedSig, sumRowsVec) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "floatDiv": 256_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "resizedSig" + ], + "inputPorts": [ + "sumRowsVec" + ] + } + vertex "resizeMapMapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, kernels, resizedSig, sumRowsVec) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "floatDiv": 16_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "resizedSig" + ], + "inputPorts": [ + "sumRowsVec" + ] + } + vertex "floatDivisionto4" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::implementation::code::HasANSICImplementations, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::ANSICBlackBoxExecutable, impl::InstrumentedExecutable, visualization::VisualizableWithProperties] + (res, rgb) + { + "visualizedPropertiesNames": [ + "inlinedCode" + ], + "computationalRequirements": { + "impl1": { + "floatDiv": 1_l + } + }, + "maxSizeInBits": { + "default": 0_l + }, + "outputArgumentPorts": [ + "res" + ], + "returnPort": "res", + "inlinedCodes": { + "generic": "res = a/4;" + }, + "inlinedCode": "res = a/4;", + "outputPorts": [ + "res" + ], + "inputPorts": [ + "a" + ], + "inputArgumentPorts": [ + "a" + ], + "operationRequirements": { + "impl1": { + "floatDiv": 1_l + } + }, + "sizeInBits": 0_l + } + vertex "sumRowsMapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, kernels, resizeInterleaveVec, sumRowsVec) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "floatAdd": 512_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "sumRowsVec" + ], + "inputPorts": [ + "resizeInterleaveVec" + ] + } + vertex "sumRowsMapReduceV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::ReduceV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::ReduceV, visualization::GreyBox] + (contained, kernels, resizeInterleaveVec, sumRowsVec) + { + "inputArray": "resizeInterleaveVec", + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "floatAdd": 32_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "sumRowsVec" + ], + "inputPorts": [ + "resizeInterleaveVec" + ], + "outputScalar": "sumRowsVec" + } + vertex "sumRowsMapReduceZipWithV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, kernels, resizeInterleaveVec, sumRowsVec) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "floatAdd": 16_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "sumRowsVec" + ], + "inputPorts": [ + "resizeInterleaveVec" + ] + } + vertex "sumColsMapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, graySig, kernels, sumColsVec) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "floatAdd": 16384_l, + "cpy": 3072_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "sumColsVec" + ], + "inputPorts": [ + "graySig" + ] + } + vertex "sumColsMapVInterliveV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::InterleaveV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::InstrumentedExecutable, parallel::InterleaveV, visualization::GreyBox] + (contained, graySig, kernels, sumColsInterleavedVec) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "cpy": 96_l + } + }, + "maxSizeInBits": { + "default": 0_l + }, + "outputPorts": [ + "sumColsInterleavedVec" + ], + "inputPorts": [ + "graySig" + ], + "stride": 2_i, + "radius": 2_i, + "operationRequirements": { + "impl1": { + "cpy": 96_l + } + }, + "sizeInBits": 0_l + } + vertex "sumClosMapMapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, kernels, sumColsInterleavedVec, sumColsVec) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "floatAdd": 512_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "sumColsVec" + ], + "inputPorts": [ + "sumColsInterleavedVec" + ] + } + vertex "sumClosMapMapVReduceV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::ReduceV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::ReduceV, visualization::GreyBox] + (contained, kernels, sumColsInterleavedVec, sumColsVec) + { + "inputArray": "sumColsInterleavedVec", + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "floatAdd": 16_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "sumColsVec" + ], + "inputPorts": [ + "sumColsInterleavedVec" + ], + "outputScalar": "sumColsVec" + } + vertex "resizeInterleaveV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::InterleaveV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::InstrumentedExecutable, parallel::InterleaveV, visualization::GreyBox] + (contained, kernels, resizeInterleaveVec, sumColsVec) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "cpy": 96_l + } + }, + "maxSizeInBits": { + "default": 0_l + }, + "outputPorts": [ + "resizeInterleaveVec" + ], + "inputPorts": [ + "sumColsVec" + ], + "stride": 2_i, + "radius": 2_i, + "operationRequirements": { + "impl1": { + "cpy": 96_l + } + }, + "sizeInBits": 0_l + } + vertex "floatAdd" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::implementation::code::HasANSICImplementations, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::ANSICBlackBoxExecutable, impl::InstrumentedExecutable, visualization::VisualizableWithProperties] + (res, rgb) + { + "visualizedPropertiesNames": [ + "inlinedCode" + ], + "computationalRequirements": { + "impl1": { + "floatAdd": 1_l + } + }, + "maxSizeInBits": { + "default": 0_l + }, + "outputArgumentPorts": [ + "res" + ], + "returnPort": "res", + "inlinedCodes": { + "generic": "res = a+b;" + }, + "inlinedCode": "res = a+b;", + "outputPorts": [ + "res" + ], + "inputPorts": [ + "a", + "b" + ], + "inputArgumentPorts": [ + "a", + "b" + ], + "operationRequirements": { + "impl1": { + "floatAdd": 1_l + } + }, + "sizeInBits": 0_l + } + vertex "maxBrightnessSY" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYMap, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, moc::sy::SYMap, visualization::GreyBox] + (combFunctions, contained, maxBrightnessSig, resizedSig) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "comparison": 272_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "maxBrightnessSig" + ], + "inputPorts": [ + "resizedSig" + ] + } + vertex "maxBrightnessMapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, kernels, maxMapVReduceVVec, resizedSig) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "comparison": 256_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "maxMapVReduceVVec" + ], + "inputPorts": [ + "resizedSig" + ] + } + vertex "maxBrightnessReduceVA" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::ReduceV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::ReduceV, visualization::GreyBox] + (contained, kernels, maxMapVReduceVVec, resizedSig) + { + "inputArray": "resizedSig", + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "comparison": 16_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "maxMapVReduceVVec" + ], + "inputPorts": [ + "resizedSig" + ], + "outputScalar": "maxMapVReduceVVec" + } + vertex "maxBrightnessReduceVB" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::ReduceV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::ReduceV, visualization::GreyBox] + (contained, kernels, maxBrightnessSig, maxMapVReduceVVec) + { + "inputArray": "maxMapVReduceVVec", + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "comparison": 16_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "maxBrightnessSig" + ], + "inputPorts": [ + "maxMapVReduceVVec" + ], + "outputScalar": "maxBrightnessSig" + } + vertex "max" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::implementation::code::HasANSICImplementations, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::ANSICBlackBoxExecutable, impl::InstrumentedExecutable, visualization::VisualizableWithProperties] + (a, b, res) + { + "visualizedPropertiesNames": [ + "inlinedCode" + ], + "computationalRequirements": { + "impl1": { + "comparison": 1_l + } + }, + "maxSizeInBits": { + "default": 0_l + }, + "outputArgumentPorts": [ + "res" + ], + "returnPort": "res", + "inlinedCodes": { + "generic": "res = a > b ? a : b;" + }, + "inlinedCode": "res = a > b ? a : b;", + "outputPorts": [ + "res" + ], + "inputPorts": [ + "a", + "b" + ], + "inputArgumentPorts": [ + "a", + "b" + ], + "operationRequirements": { + "impl1": { + "comparison": 1_l + } + }, + "sizeInBits": 0_l + } + vertex "minBrightnessSY" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYMap, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, moc::sy::SYMap, visualization::GreyBox] + (combFunctions, contained, minBrightnessSig, resizedSig) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "comparison": 272_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "minBrightnessSig" + ], + "inputPorts": [ + "resizedSig" + ] + } + vertex "minBrightnessMapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, kernels, minMapVReduceVVec, resizedSig) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "comparison": 256_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "minMapVReduceVVec" + ], + "inputPorts": [ + "resizedSig" + ] + } + vertex "minBrightnessReduceVA" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::ReduceV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::ReduceV, visualization::GreyBox] + (contained, kernels, minMapVReduceVVec, resizedSig) + { + "inputArray": "resizedSig", + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "comparison": 16_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "minMapVReduceVVec" + ], + "inputPorts": [ + "resizedSig" + ], + "outputScalar": "minMapVReduceVVec" + } + vertex "minBrightnessReduceVB" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::ReduceV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::ReduceV, visualization::GreyBox] + (contained, kernels, minBrightnessSig, minMapVReduceVVec) + { + "inputArray": "minMapVReduceVVec", + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "comparison": 16_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "minBrightnessSig" + ], + "inputPorts": [ + "minMapVReduceVVec" + ], + "outputScalar": "minBrightnessSig" + } + vertex "min" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::implementation::code::HasANSICImplementations, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::ANSICBlackBoxExecutable, impl::InstrumentedExecutable, visualization::VisualizableWithProperties] + (a, b, res) + { + "visualizedPropertiesNames": [ + "inlinedCode" + ], + "computationalRequirements": { + "impl1": { + "comparison": 1_l + } + }, + "maxSizeInBits": { + "default": 0_l + }, + "outputArgumentPorts": [ + "res" + ], + "returnPort": "res", + "inlinedCodes": { + "generic": "res = a < b ? a : b;" + }, + "inlinedCode": "res = a < b ? a : b;", + "outputPorts": [ + "res" + ], + "inputPorts": [ + "a", + "b" + ], + "inputArgumentPorts": [ + "a", + "b" + ], + "operationRequirements": { + "impl1": { + "comparison": 1_l + } + }, + "sizeInBits": 0_l + } + vertex "controlSY" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYMap, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::InstrumentedExecutable, moc::sy::SYMap, visualization::VisualizableWithProperties] + (combFunctions, controlSig, maxBrightnessSig, minBrightnessSig) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "mooreFSM": 1_l + } + }, + "maxSizeInBits": { + "default": 0_l + }, + "outputPorts": [ + "controlSig" + ], + "inputPorts": [ + "maxBrightnessSig", + "minBrightnessSig" + ], + "operationRequirements": { + "impl1": { + "mooreFSM": 1_l + } + }, + "sizeInBits": 0_l + } + vertex "correctionSY" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYMap, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, moc::sy::SYMap, visualization::GreyBox] + (combFunctions, contained, controlSig, correctedSig, maxBrightnessSig, minBrightnessSig, resizedSig) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "intSub": 2048_l, + "comparison": 1024_l, + "intMulti": 1024_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "correctedSig" + ], + "inputPorts": [ + "controlSig", + "resizedSig", + "maxBrightnessSig", + "minBrightnessSig" + ] + } + vertex "correctionMapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, controlSig, correctedSig, kernels, maxBrightnessSig, minBrightnessSig, resizedSig) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "intSub": 2048_l, + "comparison": 1024_l, + "intMulti": 1024_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "correctedSig" + ], + "inputPorts": [ + "controlSig", + "resizedSig", + "maxBrightnessSig", + "minBrightnessSig" + ] + } + vertex "correctionMapMapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, controlSig, correctedSig, kernels, maxBrightnessSig, minBrightnessSig, resizedSig) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "intSub": 128_l, + "comparison": 64_l, + "intMulti": 64_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "correctedSig" + ], + "inputPorts": [ + "controlSig", + "resizedSig", + "maxBrightnessSig", + "minBrightnessSig" + ] + } + vertex "rescale" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::implementation::code::HasANSICImplementations, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::ANSICBlackBoxExecutable, impl::InstrumentedExecutable, visualization::VisualizableWithProperties] + (a, b, c, res) + { + "visualizedPropertiesNames": [ + "inlinedCode" + ], + "computationalRequirements": { + "impl1": { + "intMulti": 4_l, + "intSub": 8_l, + "comparison": 4_l + } + }, + "maxSizeInBits": { + "default": 0_l + }, + "outputArgumentPorts": [ + "res" + ], + "returnPort": "res", + "inlinedCodes": { + "generic": "res = (hmax - hmin > 127) ? h + : (hmax - hmin > 63) ? (h - hmin) * 2 + : (hmax - hmin > 31) ? (h - hmin) * 4 + : (hmax - hmin > 15) ? (h - hmin) * 8 + : (h - hmin) * 16;" + }, + "inlinedCode": "res = (hmax - hmin > 127) ? h + : (hmax - hmin > 63) ? (h - hmin) * 2 + : (hmax - hmin > 31) ? (h - hmin) * 4 + : (hmax - hmin > 15) ? (h - hmin) * 8 + : (h - hmin) * 16;", + "outputPorts": [ + "res" + ], + "inputPorts": [ + "h", + "hmin", + "hmax" + ], + "inputArgumentPorts": [ + "h", + "hmin", + "hmax" + ], + "operationRequirements": { + "impl1": { + "intMulti": 4_l, + "intSub": 8_l, + "comparison": 4_l + } + }, + "sizeInBits": 0_l + } + vertex "sobelSY" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYMap, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::InstrumentedExecutable, moc::sy::SYMap, visualization::VisualizableWithProperties] + (combFunctions, correctedSig, sobelSig) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "sobel": 1_l + } + }, + "maxSizeInBits": { + "default": 0_l + }, + "outputPorts": [ + "sobelSig" + ], + "inputPorts": [ + "correctedSig" + ], + "operationRequirements": { + "impl1": { + "sobel": 1_l + } + }, + "sizeInBits": 0_l + } + vertex "asciiSY" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYMap, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, moc::sy::SYMap, visualization::GreyBox] + (combFunctions, contained, processedImageSig, sobelSig) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "intSub": 256_l, + "intDiv": 512_l, + "intMulti": 256_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "processedImageSig" + ], + "inputPorts": [ + "sobelSig" + ] + } + vertex "asciiMapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, kernels, processedImageSig, sobelSig) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "intSub": 256_l, + "intDiv": 512_l, + "intMulti": 256_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "processedImageSig" + ], + "inputPorts": [ + "sobelSig" + ] + } + vertex "asciiMapMapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, kernels, processedImageSig, sobelSig) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "intSub": 16_l, + "intDiv": 32_l, + "intMulti": 16_l + } + }, + "maxSizeInBits": {}, + "outputPorts": [ + "processedImageSig" + ], + "inputPorts": [ + "sobelSig" + ] + } + vertex "num2char" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::implementation::code::HasANSICImplementations, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::ANSICBlackBoxExecutable, impl::InstrumentedExecutable, visualization::VisualizableWithProperties] + (a, b, res) + { + "visualizedPropertiesNames": [ + "inlinedCode" + ], + "computationalRequirements": { + "impl1": { + "intMulti": 1_l, + "intSub": 1_l, + "intDiv": 2_l + } + }, + "maxSizeInBits": { + "default": 0_l + }, + "outputArgumentPorts": [ + "res" + ], + "returnPort": "res", + "inlinedCodes": { + "generic": " + numLevels = sizeof(a) / sizeof(a[0]) - 1; + level = (numLevels * in[i]) / 255; + res[i] = a[level]; + " + }, + "inlinedCode": " + numLevels = sizeof(a) / sizeof(a[0]) - 1; + level = (numLevels * in[i]) / 255; + res[i] = a[level]; + ", + "outputPorts": [ + "res" + ], + "inputPorts": [ + "in" + ], + "inputArgumentPorts": [ + "in" + ], + "operationRequirements": { + "impl1": { + "intMulti": 1_l, + "intSub": 1_l, + "intDiv": 2_l + } + }, + "sizeInBits": 0_l + } + vertex "inSig" + [forsyde::io::lib::hierarchy::behavior::moc::MoCEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYSignal, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::DataBlock, moc::sy::SYSignal, visualization::GreyBox] + (consumers, contained, dataType, input, output, producer) + { + "visualizedPropertiesNames": [ + + ], + "maxSizeInBits": 0_l, + "outputPorts": [ + + ], + "inputPorts": [ + + ], + "sizeInBits": 0_l + } + vertex "inV" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output, consumers, producer) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 32_i, + 96_i + ], + "sizeInBits": 0_l + } + vertex "interleavedVec" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output, consumers, producer) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 32_i, + 32_i, + 3_i + ], + "sizeInBits": 0_l + } + vertex "grayMapMapMapVec" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output, consumers, producer) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 3_i + ], + "sizeInBits": 0_l + } + vertex "graySig" + [forsyde::io::lib::hierarchy::behavior::moc::MoCEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYSignal, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::DataBlock, moc::sy::SYSignal, visualization::GreyBox] + (consumers, contained, dataType, input, output, producer) + { + "visualizedPropertiesNames": [ + + ], + "maxSizeInBits": 0_l, + "outputPorts": [ + + ], + "inputPorts": [ + + ], + "sizeInBits": 0_l + } + vertex "grayV" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output, consumers, producer) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 32_i, + 32_i + ], + "sizeInBits": 0_l + } + vertex "resizedSig" + [forsyde::io::lib::hierarchy::behavior::moc::MoCEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYSignal, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::DataBlock, moc::sy::SYSignal, visualization::GreyBox] + (consumers, contained, dataType, input, output, producer) + { + "visualizedPropertiesNames": [ + + ], + "maxSizeInBits": 0_l, + "outputPorts": [ + + ], + "inputPorts": [ + + ], + "sizeInBits": 0_l + } + vertex "resizedV" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output, consumers, producer) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 16_i, + 16_i + ], + "sizeInBits": 0_l + } + vertex "sumColsInterleavedVec" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output, consumers, producer) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 32_i, + 16_i, + 2_i + ], + "sizeInBits": 0_l + } + vertex "resizeInterleaveVec" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output, consumers, producer) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 16_i, + 2_i, + 16_i + ], + "sizeInBits": 0_l + } + vertex "maxBrightnessSig" + [forsyde::io::lib::hierarchy::behavior::moc::MoCEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYSignal, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, moc::sy::SYSignal, visualization::VisualizableWithProperties] + (consumers, dataType, input, output, producer) + { + "visualizedPropertiesNames": [ + + ], + "maxSizeInBits": 0_l, + "outputPorts": [ + + ], + "inputPorts": [ + + ], + "sizeInBits": 0_l + } + vertex "minBrightnessSig" + [forsyde::io::lib::hierarchy::behavior::moc::MoCEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYSignal, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, moc::sy::SYSignal, visualization::VisualizableWithProperties] + (consumers, dataType, input, output, producer) + { + "visualizedPropertiesNames": [ + + ], + "maxSizeInBits": 0_l, + "outputPorts": [ + + ], + "inputPorts": [ + + ], + "sizeInBits": 0_l + } + vertex "controlSig" + [forsyde::io::lib::hierarchy::behavior::moc::MoCEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYSignal, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, moc::sy::SYSignal, visualization::VisualizableWithProperties] + (consumers, dataType, input, output, producer) + { + "visualizedPropertiesNames": [ + + ], + "maxSizeInBits": 0_l, + "outputPorts": [ + + ], + "inputPorts": [ + + ], + "sizeInBits": 0_l + } + vertex "correctedSig" + [forsyde::io::lib::hierarchy::behavior::moc::MoCEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYSignal, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::DataBlock, moc::sy::SYSignal, visualization::GreyBox] + (consumers, contained, dataType, input, output, producer) + { + "visualizedPropertiesNames": [ + + ], + "maxSizeInBits": 0_l, + "outputPorts": [ + + ], + "inputPorts": [ + + ], + "sizeInBits": 0_l + } + vertex "correctedV" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output, consumers, producer) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 16_i, + 16_i + ], + "sizeInBits": 0_l + } + vertex "sobelSig" + [forsyde::io::lib::hierarchy::behavior::moc::MoCEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYSignal, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::DataBlock, moc::sy::SYSignal, visualization::GreyBox] + (consumers, contained, dataType, input, output, producer) + { + "visualizedPropertiesNames": [ + + ], + "maxSizeInBits": 0_l, + "outputPorts": [ + + ], + "inputPorts": [ + + ], + "sizeInBits": 0_l + } + vertex "sobelV" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output, consumers, producer) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 16_i, + 16_i + ], + "sizeInBits": 0_l + } + vertex "processedImageSig" + [forsyde::io::lib::hierarchy::behavior::moc::MoCEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYSignal, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::DataBlock, moc::sy::SYSignal, visualization::GreyBox] + (consumers, contained, dataType, input, output, producer) + { + "visualizedPropertiesNames": [ + + ], + "maxSizeInBits": 0_l, + "outputPorts": [ + + ], + "inputPorts": [ + + ], + "sizeInBits": 0_l + } + vertex "processedImageV" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output, consumers, producer) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 16_i, + 16_i + ], + "sizeInBits": 0_l + } + vertex "sumRowsVec" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output, consumers, producer) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 16_i, + 16_i + ], + "sizeInBits": 0_l + } + vertex "sumColsVec" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output, consumers, producer) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 32_i, + 16_i + ], + "sizeInBits": 0_l + } + vertex "maxMapVReduceVVec" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output, consumers, producer) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 16_i, + 16_i + ], + "sizeInBits": 0_l + } + vertex "minMapVReduceVVec" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output, consumers, producer) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 16_i + ], + "sizeInBits": 0_l + } + vertex "application" + [forsyde::io::lib::hierarchy::visualization::GreyBox, visualization::GreyBox] + (contained) + {} + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "inSig" port "producer" to "inV" port "producer" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "inV" port "consumers" to "inSig" port "consumers" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge, forsyde::io::lib::hierarchy::visualization::VisualConnection] from "inSig" port "consumers" to "graySY" port "inSig" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge, forsyde::io::lib::hierarchy::visualization::VisualConnection] from "graySY" port "graySig" to "graySig" port "producer" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "graySig" port "producer" to "grayV" port "producer" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "grayV" port "consumers" to "graySig" port "consumers" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "graySY" port "inSig" to "grayMapVA" port "inSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "grayMapVA" port "inSig" to "grayInterliveV" port "inSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "grayInterliveV" port "interleavedVec" to "grayMapVA" port "interleavedVec" + edge [forsyde::io::lib::hierarchy::behavior::parallel::ParallelComputationEdge, forsyde::io::lib::hierarchy::visualization::VisualConnection] from "grayMapVA" port "interleavedVec" to "interleavedVec" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::parallel::ParallelComputationEdge, forsyde::io::lib::hierarchy::visualization::VisualConnection] from "interleavedVec" port "consumers" to "grayMapVB" port "interleavedVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "grayMapVB" port "interleavedVec" to "grayMapMapV" port "interleavedVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "grayMapMapV" port "interleavedVec" to "grayMapMapMapV" port "interleavedVec" + edge [forsyde::io::lib::hierarchy::behavior::parallel::ParallelComputationEdge, forsyde::io::lib::hierarchy::visualization::VisualConnection] from "grayMapMapMapV" port "grayMapMapMapVec" to "grayMapMapMapVec" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::parallel::ParallelComputationEdge, forsyde::io::lib::hierarchy::visualization::VisualConnection] from "grayMapMapMapVec" port "consumers" to "grayMapMapReduceV" port "grayMapMapMapVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "grayMapMapReduceV" port "graySig" to "grayMapMapV" port "graySig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "grayMapMapV" port "graySig" to "grayMapVB" port "graySig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "grayMapVB" port "graySig" to "graySY" port "graySig" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "graySY" port "combFunctions" to "grayMapVA" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "grayMapVA" port "kernels" to "grayInterliveV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "graySY" port "combFunctions" to "grayMapVB" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "grayMapVB" port "kernels" to "grayMapMapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "grayMapMapV" port "kernels" to "grayMapMapMapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "grayMapMapV" port "kernels" to "grayMapMapReduceV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "grayMapMapReduceV" port "kernels" to "floatAdd" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "grayMapMapMapV" port "kernels" to "intDivisionto3" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "graySig" port "consumers" to "resizeSY" port "graySig" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "resizeSY" port "resizedSig" to "resizedSig" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "resizeSY" port "combFunctions" to "resizeMapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "resizeSY" port "combFunctions" to "resizeInterleaveV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "resizeMapV" port "kernels" to "resizeMapMapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "resizeMapMapV" port "kernels" to "floatDivisionto4" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "resizeSY" port "graySig" to "sumColsMapV" port "graySig" + edge [forsyde::io::lib::hierarchy::behavior::parallel::ParallelComputationEdge, forsyde::io::lib::hierarchy::visualization::VisualConnection] from "sumColsMapV" port "sumColsVec" to "sumColsVec" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::parallel::ParallelComputationEdge, forsyde::io::lib::hierarchy::visualization::VisualConnection] from "sumRowsMapV" port "sumRowsVec" to "sumRowsVec" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::parallel::ParallelComputationEdge, forsyde::io::lib::hierarchy::visualization::VisualConnection] from "sumRowsVec" port "consumers" to "resizeMapV" port "sumRowsVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "resizeMapV" port "sumRowsVec" to "resizeMapMapV" port "sumRowsVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "resizeMapMapV" port "resizedSig" to "resizeMapV" port "resizedSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "resizeMapV" port "resizedSig" to "resizeSY" port "resizedSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "sumRowsMapV" port "resizeInterleaveVec" to "sumRowsMapReduceV" port "resizeInterleaveVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "sumRowsMapReduceV" port "resizeInterleaveVec" to "sumRowsMapReduceZipWithV" port "resizeInterleaveVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "sumRowsMapReduceZipWithV" port "sumRowsVec" to "sumRowsMapReduceV" port "sumRowsVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "sumRowsMapReduceV" port "sumRowsVec" to "sumRowsMapV" port "sumRowsVec" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "sumRowsMapV" port "kernels" to "sumRowsMapReduceV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "sumRowsMapReduceV" port "kernels" to "sumRowsMapReduceZipWithV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "sumRowsMapReduceZipWithV" port "kernels" to "floatAdd" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "sumColsMapV" port "graySig" to "sumColsMapVInterliveV" port "graySig" + edge [forsyde::io::lib::hierarchy::behavior::parallel::ParallelComputationEdge, forsyde::io::lib::hierarchy::visualization::VisualConnection] from "sumColsMapVInterliveV" port "sumColsInterleavedVec" to "sumColsInterleavedVec" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::parallel::ParallelComputationEdge, forsyde::io::lib::hierarchy::visualization::VisualConnection] from "sumColsInterleavedVec" port "consumers" to "sumClosMapMapV" port "sumColsInterleavedVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "sumClosMapMapV" port "sumColsInterleavedVec" to "sumClosMapMapVReduceV" port "sumColsInterleavedVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "sumClosMapMapVReduceV" port "sumColsVec" to "sumClosMapMapV" port "sumColsVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "sumClosMapMapV" port "sumColsVec" to "sumColsMapV" port "sumColsVec" + edge [forsyde::io::lib::hierarchy::behavior::parallel::ParallelComputationEdge, forsyde::io::lib::hierarchy::visualization::VisualConnection] from "sumColsVec" port "consumers" to "resizeInterleaveV" port "sumColsVec" + edge [forsyde::io::lib::hierarchy::behavior::parallel::ParallelComputationEdge, forsyde::io::lib::hierarchy::visualization::VisualConnection] from "resizeInterleaveV" port "resizeInterleaveVec" to "resizeInterleaveVec" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::parallel::ParallelComputationEdge, forsyde::io::lib::hierarchy::visualization::VisualConnection] from "resizeInterleaveVec" port "consumers" to "sumRowsMapV" port "resizeInterleaveVec" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "sumColsMapV" port "kernels" to "sumClosMapMapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "sumColsMapV" port "kernels" to "sumColsMapVInterliveV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "sumClosMapMapV" port "kernels" to "sumClosMapMapVReduceV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "sumClosMapMapVReduceV" port "kernels" to "floatAdd" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "resizeSY" port "combFunctions" to "sumRowsMapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "resizeSY" port "combFunctions" to "sumColsMapV" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "resizedSig" port "consumers" to "maxBrightnessSY" port "resizedSig" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "resizedSig" port "consumers" to "minBrightnessSY" port "resizedSig" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "resizedSig" port "consumers" to "correctionSY" port "resizedSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "resizedSig" port "producer" to "resizedV" port "producer" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "resizedV" port "consumers" to "resizedSig" port "consumers" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "maxBrightnessSY" port "maxBrightnessSig" to "maxBrightnessSig" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "minBrightnessSY" port "minBrightnessSig" to "minBrightnessSig" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "maxBrightnessSig" port "consumers" to "controlSY" port "maxBrightnessSig" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "minBrightnessSig" port "consumers" to "controlSY" port "minBrightnessSig" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "controlSY" port "controlSig" to "controlSig" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "controlSig" port "consumers" to "correctionSY" port "controlSig" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "maxBrightnessSig" port "consumers" to "correctionSY" port "maxBrightnessSig" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "minBrightnessSig" port "consumers" to "correctionSY" port "minBrightnessSig" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "correctionSY" port "correctedSig" to "correctedSig" port "producer" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "correctedSig" port "producer" to "correctedV" port "producer" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "correctedV" port "consumers" to "correctedSig" port "consumers" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "correctionSY" port "resizedSig" to "correctionMapV" port "resizedSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "correctionSY" port "minBrightnessSig" to "correctionMapV" port "minBrightnessSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "correctionSY" port "maxBrightnessSig" to "correctionMapV" port "maxBrightnessSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "correctionSY" port "controlSig" to "correctionMapV" port "controlSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "correctionMapV" port "resizedSig" to "correctionMapMapV" port "resizedSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "correctionMapV" port "minBrightnessSig" to "correctionMapMapV" port "minBrightnessSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "correctionMapV" port "maxBrightnessSig" to "correctionMapMapV" port "maxBrightnessSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "correctionMapV" port "controlSig" to "correctionMapMapV" port "controlSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "correctionMapMapV" port "correctedSig" to "correctionMapV" port "correctedSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "correctionMapV" port "correctedSig" to "correctionSY" port "correctedSig" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "correctionSY" port "combFunctions" to "correctionMapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "correctionMapV" port "kernels" to "correctionMapMapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "correctionMapMapV" port "kernels" to "rescale" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "correctedSig" port "consumers" to "sobelSY" port "correctedSig" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "sobelSY" port "sobelSig" to "sobelSig" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "sobelSig" port "consumers" to "asciiSY" port "sobelSig" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "asciiSY" port "processedImageSig" to "processedImageSig" port "producer" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "sobelSig" port "producer" to "sobelV" port "producer" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "sobelV" port "consumers" to "sobelSig" port "consumers" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "asciiSY" port "sobelSig" to "asciiMapV" port "sobelSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "asciiMapV" port "sobelSig" to "asciiMapMapV" port "sobelSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "asciiMapMapV" port "processedImageSig" to "asciiMapV" port "processedImageSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "asciiMapV" port "processedImageSig" to "asciiSY" port "processedImageSig" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "asciiSY" port "combFunctions" to "asciiMapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "asciiMapV" port "kernels" to "asciiMapMapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "asciiMapMapV" port "kernels" to "num2char" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "maxBrightnessSY" port "resizedSig" to "maxBrightnessMapV" port "resizedSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "maxBrightnessMapV" port "resizedSig" to "maxBrightnessReduceVA" port "resizedSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "maxBrightnessReduceVA" port "maxMapVReduceVVec" to "maxBrightnessMapV" port "maxMapVReduceVVec" + edge [forsyde::io::lib::hierarchy::behavior::parallel::ParallelComputationEdge, forsyde::io::lib::hierarchy::visualization::VisualConnection] from "maxBrightnessMapV" port "maxMapVReduceVVec" to "maxMapVReduceVVec" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::parallel::ParallelComputationEdge, forsyde::io::lib::hierarchy::visualization::VisualConnection] from "maxMapVReduceVVec" port "consumers" to "maxBrightnessReduceVB" port "maxMapVReduceVVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "maxBrightnessReduceVB" port "maxBrightnessSig" to "maxBrightnessSY" port "maxBrightnessSig" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "maxBrightnessSY" port "combFunctions" to "maxBrightnessMapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "maxBrightnessSY" port "combFunctions" to "maxBrightnessReduceVB" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "maxBrightnessMapV" port "kernels" to "maxBrightnessReduceVA" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "maxBrightnessReduceVA" port "kernels" to "max" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "maxBrightnessReduceVB" port "kernels" to "max" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "minBrightnessSY" port "resizedSig" to "minBrightnessMapV" port "resizedSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "minBrightnessMapV" port "resizedSig" to "minBrightnessReduceVA" port "resizedSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "minBrightnessReduceVA" port "minMapVReduceVVec" to "minBrightnessMapV" port "minMapVReduceVVec" + edge [forsyde::io::lib::hierarchy::behavior::parallel::ParallelComputationEdge, forsyde::io::lib::hierarchy::visualization::VisualConnection] from "minBrightnessMapV" port "minMapVReduceVVec" to "minMapVReduceVVec" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::parallel::ParallelComputationEdge, forsyde::io::lib::hierarchy::visualization::VisualConnection] from "minMapVReduceVVec" port "consumers" to "minBrightnessReduceVB" port "minMapVReduceVVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "minBrightnessReduceVB" port "minBrightnessSig" to "minBrightnessSY" port "minBrightnessSig" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "minBrightnessSY" port "combFunctions" to "minBrightnessMapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "minBrightnessSY" port "combFunctions" to "minBrightnessReduceVB" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "minBrightnessMapV" port "kernels" to "minBrightnessReduceVA" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "minBrightnessReduceVA" port "kernels" to "min" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "minBrightnessReduceVB" port "kernels" to "min" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "processedImageSig" port "producer" to "processedImageV" port "producer" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "processedImageV" port "consumers" to "processedImageSig" port "consumers" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "graySY" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "resizeSY" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "maxBrightnessSY" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "minBrightnessSY" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "controlSY" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "correctionSY" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "sobelSY" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "asciiSY" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "inSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "graySig" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "resizedSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "maxBrightnessSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "minBrightnessSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "controlSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "correctedSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "sobelSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "processedImageSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "graySY" port "contained" to "grayMapVA" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "grayMapVA" port "contained" to "grayInterliveV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "graySY" port "contained" to "interleavedVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "graySY" port "contained" to "grayMapVB" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "grayMapVB" port "contained" to "grayMapMapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "grayMapMapV" port "contained" to "grayMapMapMapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "grayMapMapV" port "contained" to "grayMapMapReduceV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "grayMapMapV" port "contained" to "grayMapMapMapVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "grayMapMapMapV" port "contained" to "intDivisionto3" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "grayMapMapReduceV" port "contained" to "floatAdd" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "resizeSY" port "contained" to "resizeInterleaveV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "resizeSY" port "contained" to "resizeInterleaveVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "resizeSY" port "contained" to "resizeMapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "resizeMapV" port "contained" to "resizeMapMapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "resizeMapMapV" port "contained" to "floatDivisionto4" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "resizeSY" port "contained" to "sumRowsMapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "sumRowsMapV" port "contained" to "sumRowsMapReduceV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "sumRowsMapReduceV" port "contained" to "sumRowsMapReduceZipWithV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "resizeSY" port "contained" to "sumColsMapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "sumColsMapV" port "contained" to "sumClosMapMapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "sumClosMapMapV" port "contained" to "sumClosMapMapVReduceV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "resizeSY" port "contained" to "sumRowsVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "resizeSY" port "contained" to "sumColsVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "sumRowsMapReduceZipWithV" port "contained" to "floatAdd" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "sumClosMapMapVReduceV" port "contained" to "floatAdd" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "sumColsMapV" port "contained" to "sumColsMapVInterliveV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "sumColsMapV" port "contained" to "sumColsInterleavedVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "correctionSY" port "contained" to "correctionMapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "correctionMapV" port "contained" to "correctionMapMapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "correctionMapMapV" port "contained" to "rescale" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "maxBrightnessSY" port "contained" to "maxBrightnessMapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "maxBrightnessSY" port "contained" to "maxMapVReduceVVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "maxBrightnessMapV" port "contained" to "maxBrightnessReduceVA" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "maxBrightnessSY" port "contained" to "maxBrightnessReduceVB" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "maxBrightnessReduceVA" port "contained" to "max" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "maxBrightnessReduceVB" port "contained" to "max" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "minBrightnessSY" port "contained" to "minBrightnessMapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "minBrightnessSY" port "contained" to "minMapVReduceVVec" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "minBrightnessMapV" port "contained" to "minBrightnessReduceVA" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "minBrightnessSY" port "contained" to "minBrightnessReduceVB" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "minBrightnessReduceVA" port "contained" to "min" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "minBrightnessReduceVB" port "contained" to "min" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "asciiSY" port "contained" to "asciiMapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "asciiMapV" port "contained" to "asciiMapMapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "asciiMapMapV" port "contained" to "num2char" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "inSig" port "contained" to "inV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "graySig" port "contained" to "grayV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "resizedSig" port "contained" to "resizedV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "correctedSig" port "contained" to "correctedV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "sobelSig" port "contained" to "sobelV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "processedImageSig" port "contained" to "processedImageV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "inSig" port "dataType" to "inV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "graySig" port "dataType" to "grayV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "resizedSig" port "dataType" to "resizedV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "correctedSig" port "dataType" to "correctedV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "sobelSig" port "dataType" to "sobelV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "processedImageSig" port "dataType" to "processedImageV" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "graySig" port "producer" to "graySig" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "resizedSig" port "producer" to "resizedSig" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "maxBrightnessSig" port "producer" to "maxBrightnessSig" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "minBrightnessSig" port "producer" to "minBrightnessSig" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "controlSig" port "producer" to "controlSig" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "correctedSig" port "producer" to "correctedSig" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "sobelSig" port "producer" to "sobelSig" port "producer" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "processedImageSig" port "producer" to "processedImageSig" port "producer" +} \ No newline at end of file diff --git a/src/main/java/patternMatch/MapSplitTransformer.java b/src/main/java/patternMatch/MapSplitTransformer.java new file mode 100644 index 0000000..2721ac5 --- /dev/null +++ b/src/main/java/patternMatch/MapSplitTransformer.java @@ -0,0 +1,392 @@ +package patternMatch; + +import forsyde.io.core.*; +import forsyde.io.lib.hierarchy.ForSyDeHierarchy; +import forsyde.io.lib.hierarchy.behavior.BehaviourEntity; +import forsyde.io.lib.hierarchy.behavior.FunctionLikeEntity; +import forsyde.io.lib.hierarchy.behavior.moc.sy.SYMap; +import forsyde.io.lib.hierarchy.behavior.moc.sy.SYMapViewer; +import forsyde.io.lib.hierarchy.behavior.moc.sy.SYSignal; +import forsyde.io.lib.hierarchy.behavior.moc.sy.SYSignalViewer; +import forsyde.io.lib.hierarchy.behavior.parallel.MapV; +import forsyde.io.lib.hierarchy.behavior.parallel.ReduceV; +import forsyde.io.lib.hierarchy.behavior.parallel.Vectorizable; +import forsyde.io.lib.hierarchy.visualization.GreyBox; +import forsyde.io.lib.hierarchy.visualization.GreyBoxViewer; +import org.jgrapht.Graph; +import org.jgrapht.GraphPath; +import org.jgrapht.alg.interfaces.ShortestPathAlgorithm; +import org.jgrapht.alg.shortestpath.DijkstraShortestPath; +import org.jgrapht.graph.AsSubgraph; + +import java.util.*; +import java.util.concurrent.atomic.AtomicInteger; +import java.util.stream.Collectors; +import java.util.stream.Stream; + + +public class MapSplitTransformer implements Transformer { + @Override + public Set applyTransform(SystemGraph systemGraph) { + Set mapSplitTransformedGraphs= new HashSet<>(); + + // Synchronous processes recognition + List syMaps = new ArrayList<>(); + AtomicInteger apply = new AtomicInteger(); + + + // traverse the vertices to find the vectorizables + final Set vectorizables = new HashSet<>(); + for (Vertex v : systemGraph.vertexSet()) { + if (ForSyDeHierarchy.Vectorizable.tryView(systemGraph, v).isPresent()) { + vectorizables.add(ForSyDeHierarchy.Vectorizable.tryView(systemGraph, v).get()); + } + } + + // traverse the vertices + Map> processesAndOrderedExecutables = new HashMap<>(); + for (Vertex v : systemGraph.vertexSet()) { + + // SY vertices recognition + if (ForSyDeHierarchy.SYMap.tryView(systemGraph, v).isPresent()) { + syMaps.add(ForSyDeHierarchy.SYMap.tryView(systemGraph, v).get()); + + int inPortNum = 0; + for (EdgeInfo e : systemGraph.incomingEdgesOf(v)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { + inPortNum += 1; + } + } + int outPortNum = 0; + for (EdgeInfo e : systemGraph.outgoingEdgesOf(v)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { + outPortNum += 1; + } + } + + //System.out.println(v.getIdentifier() + ", inputs is " + inPortNum + ", and output is " + outPortNum); + + // mapSY recognition + if (inPortNum == 1 && outPortNum == 1) { + SYMap syMap = ForSyDeHierarchy.SYMap.tryView(systemGraph, v).get(); + + final Set combFunctions = syMap.combFunctions(); + + + final Set parallelComputationEdges = new HashSet<>(); + for (EdgeInfo e : systemGraph.edgeSet()) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.ParallelComputationEdge)) { + parallelComputationEdges.add(e); + } + } + // Finding the order of the combination functions inside mapSY (for the sake of Map-Split transformation) + final Set combsAndVectors = Stream.concat(combFunctions.stream().map(VertexViewer::getViewedVertex), vectorizables.stream().map(VertexViewer::getViewedVertex)).collect(Collectors.toSet()); + final Graph combFunctionsGraph = new AsSubgraph<>(systemGraph, combsAndVectors); + final ShortestPathAlgorithm shortestPathAlgorithm = new DijkstraShortestPath<>(combFunctionsGraph); + List combFunctionsHaskellSorted = new ArrayList<>(combFunctions); + combFunctionsHaskellSorted.sort((src, dst) -> { + final GraphPath src2dst = shortestPathAlgorithm.getPath(src.getViewedVertex(), dst.getViewedVertex()); + final GraphPath dst2src = shortestPathAlgorithm.getPath(dst.getViewedVertex(), src.getViewedVertex()); + if (src == dst) { + return 0; + } else if (src2dst != null && dst2src != null) { + return src2dst.getLength() - dst2src.getLength(); + } else if (src2dst != null) { + return -1; + } else if (dst2src != null) { + return 1; + } else { + return 0; + } + }); + processesAndOrderedExecutables.put(ForSyDeHierarchy.SYMap.tryView(systemGraph, v).get(), combFunctionsHaskellSorted); + + while (combFunctionsHaskellSorted.size() < combFunctions.size()) { + boolean isNext = false; + final FunctionLikeEntity exe = combFunctionsHaskellSorted.get(combFunctionsHaskellSorted.size() - 1); + for (FunctionLikeEntity exe2 : combFunctions) { + if (!combFunctionsHaskellSorted.contains(exe2)) { + for (EdgeInfo e : systemGraph.getAllEdges(exe.getViewedVertex(), exe2.getViewedVertex())) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.ParallelComputationEdge)) { + isNext = true; + } + } + if (isNext) { + combFunctionsHaskellSorted.add(exe2); + break; + } + } + } + } + } + } + } + + for (SYMap syMap : processesAndOrderedExecutables.keySet()) { + GreyBoxViewer root = null; + for (EdgeInfo e : systemGraph.incomingEdgesOf(syMap.getViewedVertex())){ + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)){ + final Vertex rootV = systemGraph.getEdgeSource(e); + root = ForSyDeHierarchy.GreyBox.tryView(systemGraph, rootV).get(); + } + } + if (!processesAndOrderedExecutables.get(syMap).isEmpty() && processesAndOrderedExecutables.get(syMap).size() > 1) { + System.out.println("---------------------Map-Split----------------------------"); + System.out.println(syMap.getIdentifier() + ": "); + for (FunctionLikeEntity executable : processesAndOrderedExecutables.get(syMap)) { + System.out.print(executable.getIdentifier() + "\t"); + } + + //Applying the transformation on only one of the vertices of a parallel structure + Vertex parStructParent = null; + apply.set(1); + for (EdgeInfo e: systemGraph.incomingEdgesOf(syMap)){ + if (apply.getPlain() == 1) { + if (e.hasTrait(new OpaqueTrait("annotationEdge"))){ + if (systemGraph.getEdgeSource(e).hasTrait(new OpaqueTrait("ParStruct"))) { + if (systemGraph.getEdgeSource(e).getProperty("vectorProcesses") instanceof ArrayList list) { + var curIdx = list.indexOf(syMap.getIdentifier()); + boolean isFirst = true; + for (int i = 0; i < list.size() && i < curIdx; i++) { + if (list.get(i) instanceof String otherId) { + isFirst = isFirst && systemGraph.queryVertex(otherId).isEmpty(); + } + } + if (!isFirst) apply.set(0); + } + } + } + } + } + //---------------------------------------------------------------------------- + + System.out.println(); + // Map-Split transformation application + if (apply.getPlain() == 1) { + Random random = new Random(); + int rand = random.nextInt(1000); + final SystemGraph transformedGraph = new NamedSystemGraph(syMap.getIdentifier() + rand + "_T"); + transformedGraph.mergeInPlace(systemGraph); + // this need to be done since the root was viewed in the wrong system graph + root = ForSyDeHierarchy.GreyBox.tryView(transformedGraph, root.getViewedVertex()).get(); + final List newSYMaps = new ArrayList<>(); + //Generating new SYMaps: mapSY(f), mapSY(g), ... + for (FunctionLikeEntity executable : processesAndOrderedExecutables.get(syMap)) { + Random random2 = new Random(); + int rand2 = random2.nextInt(1000); + final SYMapViewer newSYMap = ForSyDeHierarchy.SYMap.enforce(transformedGraph, transformedGraph.newVertex(executable.getIdentifier() + rand2 + "TSY")); + newSYMap.addCombFunctions(executable); + newSYMaps.add(newSYMap); + GreyBoxViewer newSYMapGB = ForSyDeHierarchy.GreyBox.enforce(newSYMap); + root.addContained(newSYMapGB); + newSYMapGB.addContained(ForSyDeHierarchy.Visualizable.enforce(executable)); + } + //Generating signals between the new SYMaps: the signal between mapSY(f) and mapSY(g), ... + for (int i = 0; i < newSYMaps.size() - 1; i++) { + final SYMapViewer leftSYMap = newSYMaps.get(i); + final SYMapViewer rightSYMap = newSYMaps.get(i + 1); + final SYSignalViewer newSYSignal = ForSyDeHierarchy.SYSignal.enforce(transformedGraph, transformedGraph.newVertex(leftSYMap.getIdentifier() + rightSYMap.getIdentifier() + "Sig")); + root.addContained(ForSyDeHierarchy.Visualizable.enforce(newSYSignal)); + //working on this part + //for (int j = 0; j < processesAndOrderedExecutables.get(syMap).size() - 1; j++) { + final FunctionLikeEntity exe1 = processesAndOrderedExecutables.get(syMap).get(i); + final FunctionLikeEntity exe2 = processesAndOrderedExecutables.get(syMap).get(i + 1); + for (EdgeInfo e1 : systemGraph.outgoingEdgesOf(exe1.getViewedVertex())) { + final Vertex v1 = systemGraph.getEdgeTarget(e1); + for (EdgeInfo e2 : systemGraph.incomingEdgesOf(exe2.getViewedVertex())) { + final Vertex v2 = systemGraph.getEdgeSource(e2); + if (v1.getIdentifier() == v2.getIdentifier() && ForSyDeHierarchy.RegisterLike.tryView(systemGraph, v1).isPresent()) { + ForSyDeHierarchy.GreyBox.enforce(newSYSignal).addContained(ForSyDeHierarchy.Visualizable.enforce(systemGraph, v1)); + ; + transformedGraph.connect(newSYSignal.getViewedVertex(), v1, "producer", "input", ForSyDeHierarchy.EdgeTraits.VisualConnection); + transformedGraph.connect(v1, newSYSignal.getViewedVertex(), "output", "consumers", ForSyDeHierarchy.EdgeTraits.VisualConnection); + + } + } + } + //} + //----------------------------------------------------------------------------------- + + leftSYMap.getViewedVertex().addPort("mapSplitTransformedOut"); + leftSYMap.outputPorts(List.of("mapSplitTransformedOut")); + //Connecting the incoming and outgoing edges of the combfunction of the newSYMap which is the executable + for (EdgeInfo e : systemGraph.outgoingEdgesOf(getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex())) { + final Vertex dstVertex = transformedGraph.getEdgeTarget(e); + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) continue; + if (e.getSourcePort().get().equals("combFunctions")) continue; + if (e.getSourcePort().get().equals("kernels")) continue; + if (ForSyDeHierarchy.MapV.tryView(transformedGraph, getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).isPresent()) { + if (!(dstVertex == getOrderedChildren(systemGraph, ForSyDeHierarchy.MapV.tryView(transformedGraph, getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { + transformedGraph.connect(getOrderedChildren(transformedGraph, leftSYMap).get(0), leftSYMap, e.getSourcePort().get(), "mapSplitTransformedOut", ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + } + if (ForSyDeHierarchy.InterleaveV.tryView(transformedGraph, getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).isPresent()) { + // if (!(dstVertex == getOrderedChildren(systemGraph, ForSyDeHierarchy.MapV.tryView(transformedGraph, getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { + transformedGraph.connect(getOrderedChildren(transformedGraph, leftSYMap).get(0), leftSYMap, e.getSourcePort().get(), "mapSplitTransformedOut", ForSyDeHierarchy.EdgeTraits.VisualConnection); + // } + } + if (ForSyDeHierarchy.ReduceV.tryView(transformedGraph, getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).isPresent()) { + if (!(dstVertex == getOrderedChildren(systemGraph, ForSyDeHierarchy.ReduceV.tryView(transformedGraph, getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { + transformedGraph.connect(getOrderedChildren(transformedGraph, leftSYMap).get(0), leftSYMap, e.getSourcePort().get(), "mapSplitTransformedOut", ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + } + if (ForSyDeHierarchy.SYMap.tryView(transformedGraph, getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).isPresent()) { + if (!(dstVertex == getOrderedChildren(systemGraph, ForSyDeHierarchy.SYMap.tryView(transformedGraph, getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { + transformedGraph.connect(getOrderedChildren(transformedGraph, leftSYMap).get(0), leftSYMap, e.getSourcePort().get(), "mapSplitTransformedOut", ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + } + } + //-------------------------------------------------------- + rightSYMap.getViewedVertex().addPort("mapSplitTransformedIn"); + rightSYMap.inputPorts(List.of("mapSplitTransformedIn")); + //Connecting the incoming and outgoing edges of the combfunction of the newSYMap which is the executable + for (EdgeInfo e : systemGraph.incomingEdgesOf(getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex())) { + final Vertex srcVertex = transformedGraph.getEdgeSource(e); + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) continue; + if (e.getSourcePort().get().equals("combFunctions")) continue; + if (e.getSourcePort().get().equals("kernels")) continue; + if (ForSyDeHierarchy.MapV.tryView(transformedGraph, getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).isPresent()) { + if (!(srcVertex == getOrderedChildren(systemGraph, ForSyDeHierarchy.MapV.tryView(transformedGraph, getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { + transformedGraph.connect(rightSYMap, getOrderedChildren(transformedGraph, rightSYMap).get(0), "mapSplitTransformedIn", e.getTargetPort().get(), ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + } + if (ForSyDeHierarchy.InterleaveV.tryView(transformedGraph, getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).isPresent()) { + // if (!(srcVertex == getOrderedChildren(systemGraph, ForSyDeHierarchy.InterleaveV.tryView(transformedGraph, getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { + transformedGraph.connect(rightSYMap, getOrderedChildren(transformedGraph, rightSYMap).get(0), "mapSplitTransformedIn", e.getTargetPort().get(), ForSyDeHierarchy.EdgeTraits.VisualConnection); + //} + } + if (ForSyDeHierarchy.ReduceV.tryView(transformedGraph, getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).isPresent()) { + if (!(srcVertex == getOrderedChildren(systemGraph, ForSyDeHierarchy.ReduceV.tryView(transformedGraph, getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { + transformedGraph.connect(rightSYMap, getOrderedChildren(transformedGraph, rightSYMap).get(0), "mapSplitTransformedIn", e.getTargetPort().get(), ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + } + if (ForSyDeHierarchy.SYMap.tryView(transformedGraph, getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).isPresent()) { + if (!(srcVertex == getOrderedChildren(systemGraph, ForSyDeHierarchy.SYMap.tryView(transformedGraph, getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { + transformedGraph.connect(rightSYMap, getOrderedChildren(transformedGraph, rightSYMap).get(0), "mapSplitTransformedIn", e.getTargetPort().get(), ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + } + } + newSYSignal.producer("mapSplitTransformedOut", leftSYMap); + newSYSignal.addConsumers("mapSplitTransformedIn", rightSYMap); + transformedGraph.connect(leftSYMap, newSYSignal, "mapSplitTransformedOut", "producer", ForSyDeHierarchy.EdgeTraits.VisualConnection); + transformedGraph.connect(newSYSignal, rightSYMap, "consumers", "mapSplitTransformedIn", ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + //Connecting the incoming edges to the original vertex to the first mapSY inside the Map-Split chain, + //and the outgoing edges to the original vertex to the last one in the chain + final SYMapViewer firstSyMap = newSYMaps.get(0); + final SYMapViewer lastSYMap = newSYMaps.get(newSYMaps.size() - 1); + for (String s : syMap.inputPorts()) { + firstSyMap.getViewedVertex().addPort(s); + } + for (String s : syMap.outputPorts()) { + lastSYMap.getViewedVertex().addPort(s); + } + firstSyMap.inputPorts(syMap.inputPorts()); + lastSYMap.outputPorts(syMap.outputPorts()); + + + outerloop1: + for (EdgeInfo e : transformedGraph.incomingEdgesOf(syMap.getViewedVertex())) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.BehaviourCompositionEdge)) continue; + final Vertex srcVertex = transformedGraph.getEdgeSource(e); + if (e.getTargetPort().isPresent()) { //&& (!e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge) || syMap.getInputPorts().contains(e.getTargetPort().get())) +// if (processesAndOrderedExecutables.get(syMap).get(0)) + firstSyMap.getViewedVertex().addPort(e.getTargetPort().get()); + if (e.getSourcePort().isPresent()) { + for (FunctionLikeEntity executable : processesAndOrderedExecutables.get(syMap)) { + if (srcVertex == executable.getViewedVertex()) { + transformedGraph.connect(getOrderedChildren(transformedGraph, lastSYMap).get(0).getViewedVertex(), lastSYMap.getViewedVertex(), e.getSourcePort().get(), e.getTargetPort().get(), ForSyDeHierarchy.EdgeTraits.VisualConnection); + continue outerloop1; + } + } + for (Trait t : e.edgeTraits) { + transformedGraph.connect(srcVertex, firstSyMap.getViewedVertex(), e.getSourcePort().get(), e.getTargetPort().get(), (EdgeTrait) t); + } + } else { + for (Trait t : e.edgeTraits) { + transformedGraph.connect(srcVertex, firstSyMap.getViewedVertex(), null, e.getTargetPort().get(), (EdgeTrait) t); + } + } + } else { + if (e.getSourcePort().isPresent()) { + for (SYMap newers : newSYMaps) { + for (Trait t : e.edgeTraits) { + transformedGraph.connect(srcVertex, newers.getViewedVertex(), e.getSourcePort().get(), (EdgeTrait) t); + } + } + } else { + for (SYMap newers : newSYMaps) { + for (Trait t : e.edgeTraits) { + transformedGraph.connect(srcVertex, newers.getViewedVertex(), (EdgeTrait) t); + } + } + } + } + + } + outerloop2: + for (EdgeInfo e : transformedGraph.outgoingEdgesOf(syMap.getViewedVertex())) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) continue; + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.BehaviourCompositionEdge)) continue; + final Vertex dstVertex = transformedGraph.getEdgeTarget(e); + if (e.getSourcePort().isPresent()) { + lastSYMap.getViewedVertex().addPort(e.getSourcePort().get()); + if (e.getTargetPort().isPresent()) { + for (FunctionLikeEntity executable : processesAndOrderedExecutables.get(syMap)) { + if (dstVertex == executable.getViewedVertex()) { + transformedGraph.connect(firstSyMap.getViewedVertex(), getOrderedChildren(transformedGraph, firstSyMap).get(0).getViewedVertex(), e.getSourcePort().get(), e.getTargetPort().get(), ForSyDeHierarchy.EdgeTraits.VisualConnection); + continue outerloop2; + } + } + for (Trait t : e.edgeTraits) { + transformedGraph.connect(lastSYMap.getViewedVertex(), dstVertex, e.getSourcePort().get(), e.getTargetPort().get(), (EdgeTrait) t); + } + } else { + for (Trait t : e.edgeTraits) { + transformedGraph.connect(lastSYMap.getViewedVertex(), dstVertex, e.getSourcePort().get(), (EdgeTrait) t); + } + } + } else { + if (e.getTargetPort().isPresent()) { + for (SYMap newers : newSYMaps) { + for (Trait t : e.edgeTraits) { + transformedGraph.connect(newers.getViewedVertex(), dstVertex, null, e.getTargetPort().get(), (EdgeTrait) t); + } + } + } else { + for (SYMap newers : newSYMaps) { + for (Trait t : e.edgeTraits) { + transformedGraph.connect(newers.getViewedVertex(), dstVertex, (EdgeTrait) t); + } + } + } + } + } + + //Removing signals inside mapSY +// for (int i = 0; i < processesAndOrderedExecutables.get(syMap).size() - 1; i++) { +// final Executable exe1 = processesAndOrderedExecutables.get(syMap).get(i); +// final Executable exe2 = processesAndOrderedExecutables.get(syMap).get(i + 1); +// for (EdgeInfo e1 : SystemGraph.outgoingEdgesOf(exe1.getViewedVertex())) { +// final Vertex v1 = SystemGraph.getEdgeTarget(e1); +// for (EdgeInfo e2 : SystemGraph.incomingEdgesOf(exe2.getViewedVertex())) { +// final Vertex v2 = SystemGraph.getEdgeSource(e2); +// if (v1.getIdentifier() == v2.getIdentifier() && DataBlock.conforms(v1)) { +// transformedGraph.removeVertex(v1); +// } +// } +// } +// } + //Removing the original mapSY as well as hierarchy inside it besides the signals. + transformedGraph.removeVertex(syMap.getViewedVertex()); + mapSplitTransformedGraphs.add(transformedGraph); + //Writing the transformed graphs +// forSyDeModelHandler.writeModel(transformedGraph, syMap.getIdentifier() + "_transformed.fiodl"); +// forSyDeModelHandler.writeModel(transformedGraph, syMap.getIdentifier() + "_transformed.kgt"); + } + + } + } + return mapSplitTransformedGraphs; + } +} diff --git a/src/main/java/patternMatch/MapsyMapvTransformer.java b/src/main/java/patternMatch/MapsyMapvTransformer.java new file mode 100644 index 0000000..3410a42 --- /dev/null +++ b/src/main/java/patternMatch/MapsyMapvTransformer.java @@ -0,0 +1,341 @@ +package patternMatch; + +import forsyde.io.core.EdgeInfo; +import forsyde.io.core.OpaqueTrait; +import forsyde.io.core.SystemGraph; +import forsyde.io.core.Vertex; +import forsyde.io.lib.hierarchy.ForSyDeHierarchy; +import forsyde.io.lib.hierarchy.behavior.BehaviourEntity; +import forsyde.io.lib.hierarchy.behavior.FunctionLikeEntity; +import forsyde.io.lib.hierarchy.behavior.moc.sy.SYMap; +import forsyde.io.lib.hierarchy.behavior.moc.sy.SYMapViewer; +import forsyde.io.lib.hierarchy.behavior.moc.sy.SYSignalViewer; +import forsyde.io.lib.hierarchy.behavior.parallel.MapV; +import forsyde.io.lib.hierarchy.behavior.parallel.ReduceV; +import forsyde.io.lib.hierarchy.behavior.parallel.Vectorizable; +import forsyde.io.lib.hierarchy.behavior.parallel.VectorizableViewer; +import forsyde.io.lib.hierarchy.visualization.*; + +import java.util.*; +import java.util.concurrent.atomic.AtomicInteger; +import java.util.concurrent.atomic.AtomicReference; + +public class MapsyMapvTransformer implements Transformer { + @Override + public Set applyTransform(SystemGraph systemGraph) { + Set mapsyMapvTransformedGraphs = new HashSet<>(); + // Synchronous processes recognition + List syMaps = new ArrayList<>(); + AtomicInteger apply = new AtomicInteger(); + + // traverse the vertices to find the vectorizables + final Set vectorizables = new HashSet<>(); + for (Vertex v : systemGraph.vertexSet()) { + ForSyDeHierarchy.Vectorizable.tryView(systemGraph, v).ifPresent(vectorizables::add); + } + + // traverse the vertices + Map> processesAndOrderedExecutables = new HashMap<>(); + for (Vertex v : systemGraph.vertexSet()) { + + // SY vertices recognition + ForSyDeHierarchy.SYMap.tryView(systemGraph, v).ifPresent(syMap -> { + syMaps.add(syMap); + + int inPortNum = 0; + for (EdgeInfo e : systemGraph.incomingEdgesOf(v)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { + inPortNum += 1; + } + } + int outPortNum = 0; + for (EdgeInfo e : systemGraph.outgoingEdgesOf(v)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { + outPortNum += 1; + } + } + + //System.out.println(v.getIdentifier() + ", inputs is " + inPortNum + ", and output is " + outPortNum); + + // mapSY recognition + if (inPortNum == 1 && outPortNum == 1) { + final Set combFunctions = syMap.combFunctions(); + + // MapSY-MapV pattern recognition + if (combFunctions.size() == 1) { + for (FunctionLikeEntity combs : combFunctions) { + ForSyDeHierarchy.MapV.tryView(combs).ifPresent(mapV -> { + MapV mapInside = mapV; + System.out.println("---------------------MapSY-MapV------------------------"); + System.out.println(syMap.getIdentifier() + ": \n" + mapV.getIdentifier()); + GreyBoxViewer root = null; + for (EdgeInfo e : systemGraph.incomingEdgesOf(v)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) { + final Vertex rootV = systemGraph.getEdgeSource(e); + root = ForSyDeHierarchy.GreyBox.tryView(systemGraph, rootV).get(); + } + } + //Applying the transformation on only one of the vertices of a parallel structure + Vertex parStructParent = null; + apply.set(1); + for (EdgeInfo e: systemGraph.incomingEdgesOf(v)){ + if (apply.getPlain() == 1) { + if (e.hasTrait(new OpaqueTrait("annotationEdge"))){ + if (systemGraph.getEdgeSource(e).hasTrait(new OpaqueTrait("ParStruct"))) { + if (systemGraph.getEdgeSource(e).getProperty("vectorProcesses") instanceof ArrayList list) { + var curIdx = list.indexOf(v.getIdentifier()); + boolean isFirst = true; + for (int i = 0; i < list.size() && i < curIdx; i++) { + if (list.get(i) instanceof String otherId) { + isFirst = isFirst && systemGraph.queryVertex(otherId).isEmpty(); + } + } + if (!isFirst) apply.set(0); + } + } + } + } + } + //---------------------------------------------------------------------------- + System.out.println(); + if (apply.getPlain() == 1) { + // MapSY-MapV transformation application + Random random = new Random(); + int rand = random.nextInt(1000); + final SystemGraph transformedGraph = new NamedSystemGraph(syMap.getIdentifier() + rand + "_T"); + transformedGraph.mergeInPlace(systemGraph); + final List newSYMaps = new ArrayList<>(); + // this need to be done since the root was viewed in the wrong system graph + root = ForSyDeHierarchy.GreyBox.tryView(transformedGraph, root.getViewedVertex()).get(); + //Generating new SYMaps: mapSY(f1), mapSY(f2), ... + //Finding the dimensions of the input (which determines the number of mapSYs) + Vertex srcSignal = null; + Vertex dstSignal = null; + List sigChildDimentions = new ArrayList<>(); + Scanner scanner = new Scanner(System.in); + int groupSize; + for (EdgeInfo e : transformedGraph.incomingEdgesOf(v)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { + srcSignal = transformedGraph.queryVertex(e.getSource()).get(); + for (EdgeInfo ed : transformedGraph.outgoingEdgesOf(srcSignal)) { + if (ed.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) { + final Vertex sigChild = transformedGraph.queryVertex(ed.getTarget()).get(); + if (ForSyDeHierarchy.Vectorizable.tryView(transformedGraph, sigChild).isPresent()) { + Vectorizable vectorizable = ForSyDeHierarchy.Vectorizable.tryView(transformedGraph, sigChild).get(); + sigChildDimentions = vectorizable.dimensions(); + //The first dimension which is the number of rows in the case of a matrix is the number of mapSYs. +// System.out.println("Please enter the intended size of each process (the dimension of the input signal is "+ sigChildDimentions.get(0) + "):"); +// groupSize = scanner.nextInt(); + final Vertex parallelStruct = transformedGraph.newVertex(v.getIdentifier() + mapInside.getIdentifier()); + parallelStruct.addTraits(new OpaqueTrait("ParStruct")); + parallelStruct.addPort("tuplets"); + var parList = new ArrayList(); + + for (int i = 0; i < sigChildDimentions.get(0); i++) { + + final SYMapViewer newSYMap = ForSyDeHierarchy.SYMap.enforce(transformedGraph, transformedGraph.newVertex(v.getIdentifier() + "TSY" + i)); + final GreyBoxViewer newSYMapGB = ForSyDeHierarchy.GreyBox.enforce(newSYMap); + for (FunctionLikeEntity child : getOrderedChildren(transformedGraph, mapInside)) { + newSYMap.addCombFunctions(child); + newSYMapGB.addContained(ForSyDeHierarchy.Visualizable.enforce(child)); + //getOrderedChildren(transformedGraph, ForSyDeHierarchy.MapV.enforce(getOrderedChildren(transformedGraph, newSYMap).get(0))) + } + ForSyDeHierarchy.GreyBox.tryView(mapInside).ifPresent(greyBoxViewer -> { + for (Visualizable visualizable : greyBoxViewer.contained()) { + newSYMapGB.addContained(visualizable); + } + }); + + transformedGraph.connect(parallelStruct, newSYMap.getViewedVertex(), "tuplets", new OpaqueTrait("annotationEdge")); + //Making the connections between newSYMaps and their hierarchy below + parList.add(newSYMap.getIdentifier()); + newSYMaps.add(newSYMap); + root.addContained(newSYMapGB); + + } + parallelStruct.putProperty("vectorProcesses", parList); + } + } + } + } + } + for (EdgeInfo e : transformedGraph.outgoingEdgesOf(v)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { + dstSignal = transformedGraph.queryVertex(e.getTarget()).get(); + } + } + //Generating the zipxSY and unZipxSY + final SYMapViewer newZipxSY = ForSyDeHierarchy.SYMap.enforce(transformedGraph, transformedGraph.newVertex(v.getIdentifier() + "zipxSYtransformedSY")); + //newZipxSY.insertCombFunctionsPort(transformedGraph, concat); + var zip = ForSyDeHierarchy.InstrumentedBehaviour.enforce(newZipxSY); + zip.computationalRequirements(Map.of("default", Map.of("merge", 1L))); + GreyBoxViewer newZipxSYGB = ForSyDeHierarchy.GreyBox.enforce(newZipxSY); + root.addContained(newZipxSYGB); + //newZipxSYGB.insertContainedPort(transformedGraph, Visualizable.enforce(concat)); + final SYMapViewer newunZipxSY = ForSyDeHierarchy.SYMap.enforce(transformedGraph, transformedGraph.newVertex(v.getIdentifier() + "unZipxSYtransformedSY")); + //newunZipxSY.insertCombFunctionsPort(transformedGraph, concat); + var unzip = ForSyDeHierarchy.InstrumentedBehaviour.enforce(newunZipxSY); + unzip.computationalRequirements(Map.of("default", Map.of("split", 1L))); + GreyBox newunZipxSYGB = ForSyDeHierarchy.GreyBox.enforce(newunZipxSY); + root.addContained(newunZipxSYGB); + //newunZipxSYGB.insertContainedPort(transformedGraph, Visualizable.enforce(concat)); + + //Connecting the input ports of the original mapSY to the newunZipxSY and the output ports to the new zipxSY + for (String s : syMap.inputPorts()) { + newZipxSY.getViewedVertex().addPort(s); + } + for (String s : syMap.outputPorts()) { + newunZipxSY.getViewedVertex().addPort(s); + } + newZipxSY.inputPorts(syMap.inputPorts()); + newunZipxSY.outputPorts(syMap.outputPorts()); + + ForSyDeHierarchy.SYSignal.tryView(transformedGraph, srcSignal).ifPresent(srcSignalViewer -> { + srcSignalViewer.addConsumers(newZipxSY.inputPorts().get(0), newZipxSY); + }); + transformedGraph.connect(srcSignal, newZipxSY.getViewedVertex(), "consumers", newZipxSY.inputPorts().get(0), ForSyDeHierarchy.EdgeTraits.VisualConnection); + if (ForSyDeHierarchy.SYSignal.tryView(transformedGraph, dstSignal).isPresent()) { + ForSyDeHierarchy.SYSignal.tryView(transformedGraph, dstSignal).get().producer(newunZipxSY.outputPorts().get(0), newunZipxSY); + } + transformedGraph.connect(newunZipxSY.getViewedVertex(), dstSignal, newunZipxSY.outputPorts().get(0), "producer", ForSyDeHierarchy.EdgeTraits.VisualConnection); + + //Generating signals between newZipxSY and the newSYMaps as well as signals between newSYMaps and newunZipxSY + for (int i = 0; i < newSYMaps.size(); i++) { + final SYMapViewer leftSYMap = newZipxSY; + final SYMapViewer rightSYMap = newSYMaps.get(i); + final SYSignalViewer newSYSignal = ForSyDeHierarchy.SYSignal.enforce(transformedGraph, transformedGraph.newVertex(leftSYMap.getIdentifier() + rightSYMap.getIdentifier() + "Sig")); + //Inserting hierarchy below for the newSYSignals + if (sigChildDimentions.size() > 1) { + final VectorizableViewer newVectorizable = ForSyDeHierarchy.Vectorizable.enforce(transformedGraph, transformedGraph.newVertex(newSYSignal.getIdentifier() + "Vec")); + List newVectorizableDimentions = new ArrayList<>(); + for (int j = 1; j < sigChildDimentions.size(); j++) { + newVectorizableDimentions.add(sigChildDimentions.get(j)); + } + newVectorizable.dimensions(newVectorizableDimentions); + final VisualizableWithPropertiesViewer visualizableWithProperties = ForSyDeHierarchy.VisualizableWithProperties.enforce(newVectorizable); + ForSyDeHierarchy.GreyBox.enforce(newSYSignal).addContained(visualizableWithProperties); + visualizableWithProperties.visualizedPropertiesNames(List.of("dimensions")); + + newVectorizable.getViewedVertex().addPort("input"); + newVectorizable.getViewedVertex().addPort("output"); + //Connecting the input and output ports of the newSignal to its hierarchy below + transformedGraph.connect(newSYSignal, newVectorizable, "producer", "input", ForSyDeHierarchy.EdgeTraits.VisualConnection); + transformedGraph.connect(newVectorizable, newSYSignal, "output", "consumers", ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + root.addContained(ForSyDeHierarchy.Visualizable.enforce(newSYSignal)); + leftSYMap.getViewedVertex().addPort("newZipxSYTransformedOut"); + leftSYMap.outputPorts(List.of("newZipxSYTransformedOut")); + //-------------------------------------------------------- + rightSYMap.getViewedVertex().addPort("newSYSignalTransformedIn"); + rightSYMap.inputPorts(List.of("newSYSignalTransformedIn")); + newSYSignal.producer("newZipxSYTransformedOut", leftSYMap); + newSYSignal.addConsumers("newSYSignalTransformedIn", rightSYMap); + transformedGraph.connect(leftSYMap, newSYSignal, "newZipxSYTransformedOut", "producer", ForSyDeHierarchy.EdgeTraits.VisualConnection); + transformedGraph.connect(newSYSignal, rightSYMap, "consumers", "newSYSignalTransformedIn", ForSyDeHierarchy.EdgeTraits.VisualConnection); + + } + for (int i = 0; i < newSYMaps.size(); i++) { + final SYMapViewer leftSYMap = newSYMaps.get(i); + final SYMapViewer rightSYMap = newunZipxSY; + final SYSignalViewer newSYSignal = ForSyDeHierarchy.SYSignal.enforce(transformedGraph, transformedGraph.newVertex(leftSYMap.getIdentifier() + rightSYMap.getIdentifier() + "Sig")); + //Inserting hierarchy below for the newSYSignals + if (sigChildDimentions.size() > 1) { + final VectorizableViewer newVectorizable = ForSyDeHierarchy.Vectorizable.enforce(transformedGraph, transformedGraph.newVertex(newSYSignal.getIdentifier() + "Vec")); + List newVectorizableDimentions = new ArrayList<>(); + for (int j = 1; j < sigChildDimentions.size(); j++) { + newVectorizableDimentions.add(sigChildDimentions.get(j)); + } + newVectorizable.dimensions(newVectorizableDimentions); + final VisualizableWithPropertiesViewer visualizableWithProperties = ForSyDeHierarchy.VisualizableWithProperties.enforce(newVectorizable); + ForSyDeHierarchy.GreyBox.enforce(newSYSignal).addContained(ForSyDeHierarchy.VisualizableWithProperties.enforce(newVectorizable)); + visualizableWithProperties.visualizedPropertiesNames(List.of("dimensions")); + newVectorizable.getViewedVertex().addPort("input"); + newVectorizable.getViewedVertex().addPort("output"); + //Connecting the input and output ports of the newSignal to its hierarchy below + transformedGraph.connect(newSYSignal, newVectorizable, "producer", "input", ForSyDeHierarchy.EdgeTraits.VisualConnection); + transformedGraph.connect(newVectorizable, newSYSignal, "output", "consumers", ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + root.addContained(ForSyDeHierarchy.Visualizable.enforce(newSYSignal)); + leftSYMap.getViewedVertex().addPort("newSYSignalTransformedOut"); + leftSYMap.outputPorts(List.of("newSYSignalTransformedOut")); + + //Connecting the incoming and outgoing edges of the combfunction of the newSYMap which are the children of mapInside + //getOrderedChildren(transformedGraph, ForSyDeHierarchy.MapV.enforce(getOrderedChildren(transformedGraph, newSYMaps.get(0)).get(0))) + for (EdgeInfo e : transformedGraph.outgoingEdgesOf(v)) { + final Vertex dstVertex = transformedGraph.getEdgeTarget(e); + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) continue; + if (e.getSourcePort().get().equals("combFunctions")) continue; +// final FunctionLikeEntity child = getOrderedChildren(transformedGraph, mapInside).get(0); +// if (ForSyDeHierarchy.HasANSICImplementations.tryView(child).isPresent()) { +// final List childInputs = ForSyDeHierarchy.HasANSICImplementations.tryView(child).get().inputArgumentPorts(); +// final List childOutputs = ForSyDeHierarchy.HasANSICImplementations.tryView(child).get().outputArgumentPorts(); +// for (int j = 0; j < childInputs.size(); j++) { +// transformedGraph.connect(newSYMaps.get(i), child, newSYMaps.get(i).inputPorts().get(j), childInputs.get(j), ForSyDeHierarchy.EdgeTraits.BehaviourCompositionEdge, ForSyDeHierarchy.EdgeTraits.VisualConnection); +// } +// for (int j = 0; j < childOutputs.size(); j++) { +// transformedGraph.connect(child, newSYMaps.get(i), childOutputs.get(j), newSYMaps.get(i).outputPorts().get(j), ForSyDeHierarchy.EdgeTraits.BehaviourCompositionEdge, ForSyDeHierarchy.EdgeTraits.VisualConnection); +// } +// if (ForSyDeHierarchy.HasANSICImplementations.tryView(child).get().returnPort().isPresent()) { +// transformedGraph.connect(child, newSYMaps.get(i), ForSyDeHierarchy.HasANSICImplementations.tryView(child).get().returnPort().get(), newSYMaps.get(i).outputPorts().get(newSYMaps.get(i).outputPorts().size() - 1), ForSyDeHierarchy.EdgeTraits.BehaviourCompositionEdge, ForSyDeHierarchy.EdgeTraits.VisualConnection); +// } +// } else { + if (dstVertex == getOrderedChildren(transformedGraph, ForSyDeHierarchy.SYMap.enforce(transformedGraph, v)).get(0).getViewedVertex()) { + transformedGraph.connect(leftSYMap, getOrderedChildren(transformedGraph, leftSYMap).get(0), "newSYSignalTransformedIn", e.getTargetPort().get(), ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + //} + } + for (EdgeInfo e : transformedGraph.incomingEdgesOf(v)) { + final Vertex srcVertex = transformedGraph.getEdgeSource(e); + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) continue; + if (e.getSourcePort().get().equals("combFunctions")) continue; + if (srcVertex == getOrderedChildren(transformedGraph, ForSyDeHierarchy.SYMap.enforce(transformedGraph, v)).get(0).getViewedVertex()) { + int size = getOrderedChildren(transformedGraph, leftSYMap).size(); + transformedGraph.connect(getOrderedChildren(transformedGraph, leftSYMap).get(size - 1), leftSYMap, getOrderedChildren(transformedGraph, leftSYMap).get(size - 1).outputPorts().get(0), "newSYSignalTransformedOut", ForSyDeHierarchy.EdgeTraits.VisualConnection); + //transformedGraph.connect(getOrderedChildren(transformedGraph, leftSYMap).get(size - 1), leftSYMap, e.getSourcePort().get(), "newSYSignalTransformedOut", ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + + } + + rightSYMap.getViewedVertex().addPort("newunZipxSYTransformedIn"); + rightSYMap.inputPorts(List.of("newunZipxSYTransformedIn")); + newSYSignal.producer("newSYSignalTransformedOut", leftSYMap); + newSYSignal.addConsumers("newunZipxSYTransformedIn", rightSYMap); + transformedGraph.connect(leftSYMap, newSYSignal, "newSYSignalTransformedOut", "producer", ForSyDeHierarchy.EdgeTraits.VisualConnection); + transformedGraph.connect(newSYSignal, rightSYMap, "consumers", "newunZipxSYTransformedIn", ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + //--------------------------------------------------------------------------- + //Removing the original mapSY as well as hierarchy inside it besides the signals. +// Vertex childV = getOrderedChildren(SystemGraph, SYMap.tryView(v).get()).get(0).getViewedVertex(); +// if (parStructParent != null && parStructParent.getProperty("vectorProcesses") instanceof ArrayList list){ +//// transformedGraph.removeVertex(parStructParent); +//// var clonedParStruct = transformedGraph.newVertex(parStructParent.getIdentifier()); +// list.remove(0); +// } + + transformedGraph.removeVertex(v); + int incomingNonKernels = 0; + for (EdgeInfo e : transformedGraph.incomingEdgesOf(mapInside)) { + boolean isKernel = ForSyDeHierarchy.FunctionLikeEntity.tryView(transformedGraph, transformedGraph.getEdgeSource(e)) + .map(functionLikeEntityViewer -> mapInside.kernels().contains(functionLikeEntityViewer)) + .orElse(false); + if (!isKernel && e.hasTrait(ForSyDeHierarchy.EdgeTraits.BehaviourCompositionEdge)) { + incomingNonKernels += 1; + } + } + if (incomingNonKernels == 0) { + transformedGraph.removeVertex(mapInside.getViewedVertex()); + } + +// deleteHierarchy(transformedGraph, v); + mapsyMapvTransformedGraphs.add(transformedGraph); + } + }); + } + } + + } + }); + } + return mapsyMapvTransformedGraphs; + } +} diff --git a/src/main/java/patternMatch/MapsyReducevTransformer.java b/src/main/java/patternMatch/MapsyReducevTransformer.java new file mode 100644 index 0000000..5357637 --- /dev/null +++ b/src/main/java/patternMatch/MapsyReducevTransformer.java @@ -0,0 +1,360 @@ +package patternMatch; + + +import forsyde.io.core.EdgeInfo; +import forsyde.io.core.OpaqueTrait; +import forsyde.io.core.SystemGraph; +import forsyde.io.core.Vertex; +import forsyde.io.lib.hierarchy.ForSyDeHierarchy; +import forsyde.io.lib.hierarchy.behavior.BehaviourEntity; +import forsyde.io.lib.hierarchy.behavior.FunctionLikeEntity; +import forsyde.io.lib.hierarchy.behavior.moc.sy.SYMap; +import forsyde.io.lib.hierarchy.behavior.moc.sy.SYMapViewer; +import forsyde.io.lib.hierarchy.behavior.moc.sy.SYSignal; +import forsyde.io.lib.hierarchy.behavior.moc.sy.SYSignalViewer; +import forsyde.io.lib.hierarchy.behavior.parallel.MapV; +import forsyde.io.lib.hierarchy.behavior.parallel.ReduceV; +import forsyde.io.lib.hierarchy.behavior.parallel.Vectorizable; +import forsyde.io.lib.hierarchy.behavior.parallel.VectorizableViewer; +import forsyde.io.lib.hierarchy.visualization.GreyBox; +import forsyde.io.lib.hierarchy.visualization.GreyBoxViewer; +import forsyde.io.lib.hierarchy.visualization.VisualizableWithPropertiesViewer; + +import java.util.*; +import java.util.concurrent.atomic.AtomicInteger; + +public class MapsyReducevTransformer implements Transformer{ + + + @Override + public Set applyTransform(SystemGraph systemGraph) { + Set mapsyReducevTransformedGraphs= new HashSet<>(); + + // Synchronous processes recognition + List syMaps = new ArrayList<>(); + AtomicInteger apply = new AtomicInteger(); + + // traverse the vertices to find the vectorizables + final Set vectorizables = new HashSet<>(); + for (Vertex v : systemGraph.vertexSet()) { + if (ForSyDeHierarchy.Vectorizable.tryView(systemGraph, v).isPresent()) { + vectorizables.add(ForSyDeHierarchy.Vectorizable.tryView(systemGraph, v).get()); + } + } + + // traverse the vertices + Map> processesAndOrderedExecutables = new HashMap<>(); + for (Vertex v : systemGraph.vertexSet()) { + + // SY vertices recognition + if (ForSyDeHierarchy.SYMap.tryView(systemGraph, v).isPresent()) { + syMaps.add(ForSyDeHierarchy.SYMap.tryView(systemGraph, v).get()); + + int inPortNum = 0; + for (EdgeInfo e : systemGraph.incomingEdgesOf(v)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { + inPortNum += 1; + } + } + int outPortNum = 0; + for (EdgeInfo e : systemGraph.outgoingEdgesOf(v)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { + outPortNum += 1; + } + } + + //System.out.println(v.getIdentifier() + ", inputs is " + inPortNum + ", and output is " + outPortNum); + + // mapSY recognition + if (inPortNum == 1 && outPortNum == 1) { + SYMap syMap = ForSyDeHierarchy.SYMap.tryView(systemGraph, v).get(); + + final Set combFunctions = syMap.combFunctions(); + + // MapSY-ReduceV pattern recognition + if (combFunctions.size() == 1) { + ReduceV reduceInside = null; + for (FunctionLikeEntity combs : combFunctions) { + if (ForSyDeHierarchy.ReduceV.tryView(combs).isPresent()) { + reduceInside = ForSyDeHierarchy.ReduceV.tryView(combs).get(); + System.out.println("---------------------MapSY-ReduceV------------------------"); + System.out.println(ForSyDeHierarchy.SYMap.tryView(systemGraph, v).get().getIdentifier() + ": \n" + reduceInside.getIdentifier()); + GreyBoxViewer root = null; + for (EdgeInfo e : systemGraph.incomingEdgesOf(v)){ + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)){ + final Vertex rootV = systemGraph.getEdgeSource(e); + root = ForSyDeHierarchy.GreyBox.tryView(systemGraph, rootV).get(); + } + } + + //Applying the transformation on only one of the vertices of a parallel structure + Vertex parStructParent = null; + apply.set(1); + for (EdgeInfo e: systemGraph.incomingEdgesOf(v)){ + if (apply.getPlain() == 1) { + if (e.hasTrait(new OpaqueTrait("annotationEdge"))){ + if (systemGraph.getEdgeSource(e).hasTrait(new OpaqueTrait("ParStruct"))) { + if (systemGraph.getEdgeSource(e).getProperty("vectorProcesses") instanceof ArrayList list) { + var curIdx = list.indexOf(v.getIdentifier()); + boolean isFirst = true; + for (int i = 0; i < list.size() && i < curIdx; i++) { + if (list.get(i) instanceof String otherId) { + isFirst = isFirst && systemGraph.queryVertex(otherId).isEmpty(); + } + } + if (!isFirst) apply.set(0); + } + } + } + } + } + //---------------------------------------------------------------------------- + + + System.out.println(); +// mapSplitTransformer.applyTransform(SystemGraph, ); + if (apply.getPlain() == 1) { + // MapSY-ReduceV transformation application + Random random = new Random(); + int rand = random.nextInt(1000); + final SystemGraph transformedGraph = new NamedSystemGraph(syMap.getIdentifier() + rand + "_T"); + transformedGraph.mergeInPlace(systemGraph); + // this need to be done since the root was viewed in the wrong ssytem graph + root = ForSyDeHierarchy.GreyBox.tryView(transformedGraph, root.getViewedVertex()).get(); + final List newSYMaps = new ArrayList<>(); + final List newSYSignals = new ArrayList<>(); + final List newInBetweenSYSignals = new ArrayList<>(); + //Generating new SYMaps: mapSY(f1), mapSY(f2), ... + //Finding the dimensions of the input (which determines the number of mapSYs) + Vertex srcSignal = null; + Vertex dstSignal = null; + + final Vertex parallelStruct = transformedGraph.newVertex(v.getIdentifier() + reduceInside.getIdentifier()); + parallelStruct.addTraits(new OpaqueTrait("ParStruct")); + parallelStruct.addPort("tuplets"); + + var parList = new ArrayList(); + List sigChildDimentions = new ArrayList<>(); + for (EdgeInfo e : transformedGraph.incomingEdgesOf(v)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { + srcSignal = transformedGraph.queryVertex(e.getSource()).get(); + for (EdgeInfo ed : transformedGraph.outgoingEdgesOf(srcSignal)) { + if (ed.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) { + final Vertex sigChild = transformedGraph.queryVertex(ed.getTarget()).get(); + if (ForSyDeHierarchy.Vectorizable.tryView(transformedGraph, sigChild).isPresent()) { + sigChildDimentions = ForSyDeHierarchy.Vectorizable.tryView(transformedGraph, sigChild).get().dimensions(); + //The first dimension which is the number of rows in the case of a matrix is the number of mapSYs. + for (int i = 0; i < sigChildDimentions.get(0) - 1; i++) { + final SYMapViewer newSYMap = ForSyDeHierarchy.SYMap.enforce(transformedGraph, transformedGraph.newVertex(v.getIdentifier() + "TSY" + i)); + final GreyBoxViewer newSYMapGB = ForSyDeHierarchy.GreyBox.enforce(newSYMap); + for (FunctionLikeEntity child : getOrderedChildren(transformedGraph, reduceInside)) { + newSYMap.addCombFunctions(child); + newSYMapGB.addContained(ForSyDeHierarchy.Visualizable.enforce(child)); + } + newSYMap.getViewedVertex().addPort("newSYSignalTransformedIn1"); + newSYMap.getViewedVertex().addPort("newSYSignalTransformedIn2"); + newSYMap.inputPorts(List.of("newSYSignalTransformedIn1", "newSYSignalTransformedIn2")); + + newSYMap.getViewedVertex().addPort("newSYMapTransformedOut"); + newSYMap.outputPorts(Collections.singletonList("newSYMapTransformedOut")); + + parList.add(newSYMap.getIdentifier()); + newSYMaps.add(newSYMap); + root.addContained(newSYMapGB); + + + } + } + } + } + } + } + for (EdgeInfo e : transformedGraph.outgoingEdgesOf(v)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { + dstSignal = transformedGraph.queryVertex(e.getTarget()).get(); + } + } + //Generating the unZipxSY + final SYMapViewer newunZipxSY = ForSyDeHierarchy.SYMap.enforce(transformedGraph, transformedGraph.newVertex(v.getIdentifier() + "unZipxSYtransformedSY")); + //newunZipxSY.insertCombFunctionsPort(transformedGraph, concat); + var unzip = ForSyDeHierarchy.InstrumentedBehaviour.enforce(newunZipxSY); + unzip.computationalRequirements(Map.of("default", Map.of("split", 1L))); + GreyBoxViewer newunZipxSYGB = ForSyDeHierarchy.GreyBox.enforce(newunZipxSY); + root.addContained(newunZipxSYGB); + //newunZipxSYGB.insertContainedPort(transformedGraph, Visualizable.enforce(concat)); + + //Connecting the input ports of the original mapSY to the newunZipxSY + for (String s : ForSyDeHierarchy.SYMap.tryView(transformedGraph, v).get().inputPorts()) { + newunZipxSY.getViewedVertex().addPort(s); + } + newunZipxSY.inputPorts(ForSyDeHierarchy.SYMap.tryView(transformedGraph, v).get().inputPorts()); + + if (ForSyDeHierarchy.SYSignal.tryView(transformedGraph, srcSignal).isPresent()) { + ForSyDeHierarchy.SYSignal.tryView(transformedGraph, srcSignal).get().addConsumers(newunZipxSY.inputPorts().get(0), newunZipxSY); + } + transformedGraph.connect(srcSignal, ForSyDeHierarchy.SYMap.tryView(newunZipxSY).get().getViewedVertex(), "consumers", newunZipxSY.inputPorts().get(0), ForSyDeHierarchy.EdgeTraits.VisualConnection); + + //Generating signals between newunZipxSY and the newSYMaps + for (int i = 0; i < sigChildDimentions.get(0); i++) { + final SYSignalViewer newSYSignal = ForSyDeHierarchy.SYSignal.enforce(transformedGraph, transformedGraph.newVertex(newunZipxSY.getIdentifier() + v.getIdentifier() + "TSY" + i + "Sig")); + newSYSignals.add(newSYSignal); + //Inserting hierarchy below for the newSYSignals + if (sigChildDimentions.size() > 1) { + final VectorizableViewer newVectorizable = ForSyDeHierarchy.Vectorizable.enforce(transformedGraph, transformedGraph.newVertex(newSYSignal.getIdentifier() + "Vec")); + List newVectorizableDimentions = new ArrayList<>(); + for (int j = 1; j < sigChildDimentions.size(); j++) { + newVectorizableDimentions.add(sigChildDimentions.get(j)); + } + newVectorizable.dimensions(newVectorizableDimentions); + final VisualizableWithPropertiesViewer visualizableWithProperties = ForSyDeHierarchy.VisualizableWithProperties.enforce(newVectorizable); + ForSyDeHierarchy.GreyBox.enforce(newSYSignal).addContained(visualizableWithProperties); + visualizableWithProperties.visualizedPropertiesNames(List.of("dimensions")); + //newVectorizable.getViewedVertex().getProperties().put("visualizedPropertiesNames", VertexProperty.create("Dimentions")); + // newVectorizable.getViewedVertex() + newVectorizable.getViewedVertex().addPort("input"); + newVectorizable.getViewedVertex().addPort("output"); + //Connecting the input and output ports of the newSignal to its hierarchy below + transformedGraph.connect(newSYSignal, newVectorizable, "producer", "input", ForSyDeHierarchy.EdgeTraits.VisualConnection); + transformedGraph.connect(newVectorizable, newSYSignal, "output", "consumers", ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + + root.addContained(ForSyDeHierarchy.Visualizable.enforce(newSYSignal)); + newunZipxSY.getViewedVertex().addPort("newunZipxSYTransformedOut"); + newunZipxSY.outputPorts(List.of("newunZipxSYTransformedOut")); + //-------------------------------------------------------- +// + +// newSYSignal.setInputPort(transformedGraph, "newunZipxSYTransformedOut", leftSYMap); +// newSYSignal.setOutputPort(transformedGraph, rightSYMap, "newSYSignalTransformedIn"); +// transformedGraph.connect(leftSYMap,newSYSignal,"newunZipxSYTransformedOut", "input", ForSyDeHierarchy.EdgeTraits.VisualConnection); +// transformedGraph.connect(newSYSignal,rightSYMap,"output", "newSYSignalTransformedIn", ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + + //Generating signals between newSYMaps + for (int i = 0; i < newSYMaps.size() - 1; i++) { + final SYMapViewer leftSYMap = newSYMaps.get(i); + final SYMapViewer rightSYMap = newSYMaps.get(i + 1); + final SYSignalViewer newSYSignal = ForSyDeHierarchy.SYSignal.enforce(transformedGraph, transformedGraph.newVertex(leftSYMap.getIdentifier() + rightSYMap.getIdentifier() + "Sig")); + newInBetweenSYSignals.add(newSYSignal); + //Inserting hierarchy below for the newSYSignals + if (sigChildDimentions.size() > 1) { + final VectorizableViewer newVectorizable = ForSyDeHierarchy.Vectorizable.enforce(transformedGraph, transformedGraph.newVertex(newSYSignal.getIdentifier() + "Vec")); + List newVectorizableDimentions = new ArrayList<>(); + for (int j = 1; j < sigChildDimentions.size(); j++) { + newVectorizableDimentions.add(sigChildDimentions.get(j)); + } + newVectorizable.dimensions(newVectorizableDimentions); + final VisualizableWithPropertiesViewer visualizableWithProperties = ForSyDeHierarchy.VisualizableWithProperties.enforce(newVectorizable); + ForSyDeHierarchy.GreyBox.enforce(newSYSignal).addContained(visualizableWithProperties); + visualizableWithProperties.visualizedPropertiesNames(List.of("dimensions")); + //newVectorizable.getViewedVertex().getProperties().put("visualizedPropertiesNames", VertexProperty.create("Dimentions")); + // newVectorizable.getViewedVertex() + newVectorizable.getViewedVertex().addPort("input"); + newVectorizable.getViewedVertex().addPort("output"); + //Connecting the input and output ports of the newSignal to its hierarchy below + transformedGraph.connect(newSYSignal, newVectorizable, "producer", "input", ForSyDeHierarchy.EdgeTraits.VisualConnection); + transformedGraph.connect(newVectorizable, newSYSignal, "output", "consuemrs", ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + root.addContained(ForSyDeHierarchy.Visualizable.enforce(newSYSignal)); + + } + + //Making the connections between newSYMaps and the newInBetweenSYSignals + for (int k = 0; k < newInBetweenSYSignals.size(); k++) { + newInBetweenSYSignals.get(k).producer("newSYMapTransformedOut", newSYMaps.get(k)); + transformedGraph.connect(newSYMaps.get(k), newInBetweenSYSignals.get(k), "newSYMapTransformedOut", "producer", ForSyDeHierarchy.EdgeTraits.VisualConnection); + newInBetweenSYSignals.get(k).addConsumers(newSYMaps.get(k + 1).inputPorts().get(0), newSYMaps.get(k + 1)); + transformedGraph.connect(newInBetweenSYSignals.get(k), newSYMaps.get(k + 1), "consumers", newSYMaps.get(k + 1).inputPorts().get(0), ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + + //Making the connections + //The connections of the first mapSY in the chain + newSYSignals.get(0).producer("newunZipxSYTransformedOut", newunZipxSY); + transformedGraph.connect(newunZipxSY, newSYSignals.get(0), "newunZipxSYTransformedOut", "producer", ForSyDeHierarchy.EdgeTraits.VisualConnection); + newSYSignals.get(0).addConsumers(newSYMaps.get(0).inputPorts().get(0), newSYMaps.get(0)); + transformedGraph.connect(newSYSignals.get(0), newSYMaps.get(0), "consumers", newSYMaps.get(0).inputPorts().get(0), ForSyDeHierarchy.EdgeTraits.VisualConnection); + newSYSignals.get(1).producer("newunZipxSYTransformedOut", newunZipxSY); + transformedGraph.connect(newunZipxSY, newSYSignals.get(1), "newunZipxSYTransformedOut", "producer", ForSyDeHierarchy.EdgeTraits.VisualConnection); + newSYSignals.get(1).addConsumers(newSYMaps.get(0).inputPorts().get(1), newSYMaps.get(0)); + transformedGraph.connect(newSYSignals.get(1), newSYMaps.get(0), "consumers", newSYMaps.get(0).inputPorts().get(1), ForSyDeHierarchy.EdgeTraits.VisualConnection); + // The connections of the mapSYs except the first one + for (int i = 2; i < newSYSignals.size(); i++) { + newSYSignals.get(i).producer("newunZipxSYTransformedOut", newunZipxSY); + transformedGraph.connect(newunZipxSY, newSYSignals.get(i), "newunZipxSYTransformedOut", "producer", ForSyDeHierarchy.EdgeTraits.VisualConnection); + newSYSignals.get(i).addConsumers(newSYMaps.get(i - 1).inputPorts().get(1), newSYMaps.get(i - 1)); + transformedGraph.connect(newSYSignals.get(i), newSYMaps.get(i - 1), "consumers", newSYMaps.get(i - 1).inputPorts().get(1), ForSyDeHierarchy.EdgeTraits.VisualConnection); + } +// for (int i=1; i < newSYMaps.size(); i++){ +// transformedGraph.connect(newSYMaps.get(i-1), newSYMaps.get(i), "newSYMapTransformedOut", newSYMaps.get(i).getInputPorts().get(0), ForSyDeHierarchy.EdgeTraits.VisualConnection); +// } + + //Connecting the incoming and outgoing edges of the combfunction of the newSYMap which are the children of reduceInside + for (int i = 0; i < newSYMaps.size(); i++) { + final FunctionLikeEntity child = getOrderedChildren(transformedGraph, newSYMaps.get(i)).get(0); + if (ForSyDeHierarchy.HasANSICImplementations.tryView(child).isPresent()) { + final List childInputs = ForSyDeHierarchy.HasANSICImplementations.tryView(child).get().inputArgumentPorts(); + final List childOutputs = ForSyDeHierarchy.HasANSICImplementations.tryView(child).get().outputArgumentPorts(); + for (int j = 0; j < childInputs.size(); j++) { + transformedGraph.connect(newSYMaps.get(i), child, newSYMaps.get(i).inputPorts().get(j), childInputs.get(j), ForSyDeHierarchy.EdgeTraits.BehaviourCompositionEdge, ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + for (int j = 0; j < childOutputs.size(); j++) { + transformedGraph.connect(child, newSYMaps.get(i), childOutputs.get(j), newSYMaps.get(i).outputPorts().get(j), ForSyDeHierarchy.EdgeTraits.BehaviourCompositionEdge, ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + if (ForSyDeHierarchy.HasANSICImplementations.tryView(child).get().returnPort().isPresent()) { + transformedGraph.connect(child, newSYMaps.get(i), ForSyDeHierarchy.HasANSICImplementations.tryView(child).get().returnPort().get(), newSYMaps.get(i).outputPorts().get(newSYMaps.get(i).outputPorts().size() - 1), ForSyDeHierarchy.EdgeTraits.BehaviourCompositionEdge, ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + } else { + final List portsWithSomeOrder = new ArrayList<>(child.getPorts()); + for (int j = 0; j < newSYMaps.get(i).inputPorts().size() && j < portsWithSomeOrder.size(); j++) { + transformedGraph.connect(newSYMaps.get(i), child, newSYMaps.get(i).inputPorts().get(j), portsWithSomeOrder.get(j), ForSyDeHierarchy.EdgeTraits.BehaviourCompositionEdge, ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + for (int j = newSYMaps.get(i).inputPorts().size(); j < portsWithSomeOrder.size(); j++) { + transformedGraph.connect(child, newSYMaps.get(i), newSYMaps.get(i).outputPorts().get(j - newSYMaps.get(i).inputPorts().size()), portsWithSomeOrder.get(j), ForSyDeHierarchy.EdgeTraits.BehaviourCompositionEdge, ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + } + } + //Connecting the output of the last newMapSY to the target signal of the original vertex. + for (EdgeInfo e : transformedGraph.outgoingEdgesOf(v)) { + final Vertex dstVertex = transformedGraph.getEdgeTarget(e); + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) continue; + if (e.getSourcePort().get().equals("combFunctions")) continue; + if (!(dstVertex == getOrderedChildren(transformedGraph, ForSyDeHierarchy.SYMap.enforce(transformedGraph, v)).get(0).getViewedVertex())) { + transformedGraph.connect(newSYMaps.get(newSYMaps.size() - 1).getViewedVertex(), dstVertex, "newSYMapTransformedOut", e.getTargetPort().get(), ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + } + + //Removing the original mapSY as well as hierarchy inside it besides the signals. +// Vertex childV = getOrderedChildren(SystemGraph, SYMap.tryView(v).get()).get(0).getViewedVertex(); +// transformedGraph.removeVertex(childV); +// transformedGraph.removeVertex(v); + //transformedGraph.removeVertex(reduceInside.getViewedVertex()); + transformedGraph.removeVertex(v); + int incomingNonKernels = 0; + for (EdgeInfo e : transformedGraph.incomingEdgesOf(reduceInside)) { + ReduceV finalReduceInside = reduceInside; + boolean isKernel = ForSyDeHierarchy.FunctionLikeEntity.tryView(transformedGraph, transformedGraph.getEdgeSource(e)) + .map(functionLikeEntityViewer -> finalReduceInside.kernels().contains(functionLikeEntityViewer)) + .orElse(false); + if (!isKernel && e.hasTrait(ForSyDeHierarchy.EdgeTraits.BehaviourCompositionEdge)) { + incomingNonKernels += 1; + } + } + if (incomingNonKernels == 0) { + transformedGraph.removeVertex(reduceInside.getViewedVertex()); + } + //deleteHierarchy(transformedGraph, v); + mapsyReducevTransformedGraphs.add(transformedGraph); + //Writing the transformed graphs +// forSyDeModelHandler.writeModel(transformedGraph, v.getIdentifier() + "_transformed.fiodl"); +// forSyDeModelHandler.writeModel(transformedGraph, v.getIdentifier() + "_transformed.kgt"); + } + } + } + } + + } + } + } + return mapsyReducevTransformedGraphs; + } +} diff --git a/src/main/java/patternMatch/NamedSystemGraph.java b/src/main/java/patternMatch/NamedSystemGraph.java new file mode 100644 index 0000000..1883a91 --- /dev/null +++ b/src/main/java/patternMatch/NamedSystemGraph.java @@ -0,0 +1,18 @@ +package patternMatch; + +import forsyde.io.core.SystemGraph; + +public class NamedSystemGraph extends SystemGraph { + + public String name; + + public NamedSystemGraph(String name) { + super(); + this.name = name; + } + + @Override + public boolean equals(Object obj) { + return super.equals(obj); + } +} diff --git a/src/main/java/patternMatch/ParameterizedMapsyMapvTransformer.java b/src/main/java/patternMatch/ParameterizedMapsyMapvTransformer.java new file mode 100644 index 0000000..288e095 --- /dev/null +++ b/src/main/java/patternMatch/ParameterizedMapsyMapvTransformer.java @@ -0,0 +1,288 @@ +package patternMatch; + +import forsyde.io.core.EdgeInfo; +import forsyde.io.core.OpaqueTrait; +import forsyde.io.core.SystemGraph; +import forsyde.io.core.Vertex; +import forsyde.io.lib.hierarchy.ForSyDeHierarchy; +import forsyde.io.lib.hierarchy.behavior.BehaviourEntity; +import forsyde.io.lib.hierarchy.behavior.FunctionLikeEntity; +import forsyde.io.lib.hierarchy.behavior.moc.sy.SYMap; +import forsyde.io.lib.hierarchy.behavior.moc.sy.SYMapViewer; +import forsyde.io.lib.hierarchy.behavior.moc.sy.SYSignalViewer; +import forsyde.io.lib.hierarchy.behavior.parallel.MapV; +import forsyde.io.lib.hierarchy.behavior.parallel.ReduceV; +import forsyde.io.lib.hierarchy.behavior.parallel.Vectorizable; +import forsyde.io.lib.hierarchy.behavior.parallel.VectorizableViewer; +import forsyde.io.lib.hierarchy.visualization.GreyBoxViewer; +import forsyde.io.lib.hierarchy.visualization.VisualizableWithPropertiesViewer; + +import java.util.*; + +public class ParameterizedMapsyMapvTransformer implements Transformer { + + @Override + public Set applyTransform(SystemGraph systemGraph) { + int maxNumCore = 6; + Set ParameterizedMapsyMapvTransformedGraphs= new HashSet<>(); + // Synchronous processes recognition + List syMaps = new ArrayList<>(); + List mapVs = new ArrayList<>(); + List reduceVs = new ArrayList<>(); + + // traverse the vertices to find the vectorizables + final Set vectorizables = new HashSet<>(); + for (Vertex v : systemGraph.vertexSet()) { + if (ForSyDeHierarchy.Vectorizable.tryView(systemGraph, v).isPresent()) { + vectorizables.add(ForSyDeHierarchy.Vectorizable.tryView(systemGraph, v).get()); + } + } + + // traverse the vertices + for (Vertex v : systemGraph.vertexSet()) { + + // SY vertices recognition + if (ForSyDeHierarchy.SYMap.tryView(systemGraph, v).isPresent()) { + syMaps.add(ForSyDeHierarchy.SYMap.tryView(systemGraph, v).get()); + + int inPortNum = 0; + for (EdgeInfo e : systemGraph.incomingEdgesOf(v)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { + inPortNum += 1; + } + } + int outPortNum = 0; + for (EdgeInfo e : systemGraph.outgoingEdgesOf(v)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { + outPortNum += 1; + } + } + + //System.out.println(v.getIdentifier() + ", inputs is " + inPortNum + ", and output is " + outPortNum); + + // mapSY recognition + if (inPortNum == 1 && outPortNum == 1) { + SYMap syMap = ForSyDeHierarchy.SYMap.tryView(systemGraph, v).get(); + + final Set combFunctions = syMap.combFunctions(); + + // MapSY-MapV pattern recognition + if (combFunctions.size() == 1) { + MapV mapInside = null; + for (FunctionLikeEntity combs : combFunctions) { + if (ForSyDeHierarchy.MapV.tryView(combs).isPresent()) { + mapInside = ForSyDeHierarchy.MapV.tryView(combs).get(); + System.out.println("---------------------MapSY-MapV------------------------"); + System.out.println(ForSyDeHierarchy.SYMap.tryView(systemGraph, v).get().getIdentifier() + ": \n" + mapInside.getIdentifier()); + GreyBoxViewer root = null; + for (EdgeInfo e : systemGraph.incomingEdgesOf(v)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) { + final Vertex rootV = systemGraph.getEdgeSource(e); + root = ForSyDeHierarchy.GreyBox.tryView(systemGraph, rootV).get(); + } + } + System.out.println(); + // MapSY-MapV transformation application + + //Generating new SYMaps: mapSY(f1), mapSY(f2), ... + //Finding the dimensions of the input (which determines the number of mapSYs) + Vertex srcSignal = null; + Vertex dstSignal = null; + List srcSigChildDimentions = new ArrayList<>(); + List dstSigChildDimentions = new ArrayList<>(); + Scanner scanner = new Scanner(System.in); + List groupSize = new ArrayList<>(); + for (EdgeInfo e : systemGraph.incomingEdgesOf(v)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { + srcSignal = systemGraph.queryVertex(e.getSource()).get(); + for (EdgeInfo ed : systemGraph.outgoingEdgesOf(srcSignal)) { + if (ed.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)){ + final Vertex sigChild = systemGraph.queryVertex(ed.getTarget()).get(); + if (ForSyDeHierarchy.Vectorizable.tryView(systemGraph, sigChild).isPresent()){ + srcSigChildDimentions = ForSyDeHierarchy.Vectorizable.tryView(systemGraph, sigChild).get().dimensions(); + //The first dimension which is the number of rows in the case of a matrix is the number of mapSYs. +// System.out.println("Please enter the intended size of each process (the dimension of the input signal is "+ srcSigChildDimentions.get(0) + "):"); +// groupSize = scanner.nextInt(); + } + } + } + } + } + for(int i = 2; i< srcSigChildDimentions.get(0); i++) { + if(srcSigChildDimentions.get(0) % i == 0 && (srcSigChildDimentions.get(0)/i)<= maxNumCore) { + groupSize.add(i); + } + } + for (int j = 0; j < groupSize.size(); j++){ + Random random = new Random(); + int rand = random.nextInt(1000); + final SystemGraph transformedGraph = new NamedSystemGraph(syMap.getIdentifier()+ rand + "_T"); + transformedGraph.mergeInPlace(systemGraph); + // this need to be done since the root was viewed in the wrong ssytem graph + root = ForSyDeHierarchy.GreyBox.tryView(transformedGraph, root.getViewedVertex()).get(); + final List newSYMaps = new ArrayList<>(); + for (int i=0; i < srcSigChildDimentions.get(0)/groupSize.get(j); i++){ + final Vertex parallelStruct = transformedGraph.newVertex("parallelStruct"); + parallelStruct.addTraits(new OpaqueTrait("ParStruct")); + parallelStruct.addPort("tuplets"); + + final SYMapViewer newSYMap = ForSyDeHierarchy.SYMap.enforce(transformedGraph, transformedGraph.newVertex(v.getIdentifier() + "TSY" + i)); + final GreyBoxViewer newSYMapGB = ForSyDeHierarchy.GreyBox.enforce(newSYMap); + newSYMap.addCombFunctions(mapInside); + newSYMapGB.addContained(ForSyDeHierarchy.Visualizable.enforce(mapInside)); + newSYMapGB.addContained(ForSyDeHierarchy.Visualizable.enforce(mapInside)); + + transformedGraph.connect(parallelStruct, newSYMap.getViewedVertex(), "tuplets", ForSyDeHierarchy.EdgeTraits.BehaviourCompositionEdge); + //Making the connections between newSYMaps and their hierarchy below + newSYMaps.add(newSYMap); + root.addContained(newSYMapGB); + + } + for (EdgeInfo e : transformedGraph.outgoingEdgesOf(v)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { + dstSignal = transformedGraph.queryVertex(e.getTarget()).get(); + for (EdgeInfo ed : transformedGraph.outgoingEdgesOf(dstSignal)) { + if (ed.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)){ + final Vertex sigChild = transformedGraph.queryVertex(ed.getTarget()).get(); + if (ForSyDeHierarchy.Vectorizable.tryView(transformedGraph, sigChild).isPresent()){ + dstSigChildDimentions = ForSyDeHierarchy.Vectorizable.tryView(transformedGraph, sigChild).get().dimensions(); + } + } + } + } + } + //Generating the zipxSY and unZipxSY + final SYMapViewer newZipxSY = ForSyDeHierarchy.SYMap.enforce(transformedGraph, transformedGraph.newVertex(v.getIdentifier() + "zipxSYtransformedSY")); + //newZipxSY.insertCombFunctionsPort(transformedGraph, concat); + var zip = ForSyDeHierarchy.InstrumentedBehaviour.enforce(newZipxSY); + zip.computationalRequirements(Map.of("default", Map.of("merge", 1L))); + GreyBoxViewer newZipxSYGB = ForSyDeHierarchy.GreyBox.enforce(newZipxSY); + root.addContained(newZipxSYGB); + //newZipxSYGB.insertContainedPort(transformedGraph, Visualizable.enforce(concat)); + final SYMapViewer newunZipxSY = ForSyDeHierarchy.SYMap.enforce(transformedGraph, transformedGraph.newVertex(v.getIdentifier() + "unZipxSYtransformedSY")); + //newunZipxSY.insertCombFunctionsPort(transformedGraph, concat); + var unzip = ForSyDeHierarchy.InstrumentedBehaviour.enforce(newunZipxSY); + unzip.computationalRequirements(Map.of("default", Map.of("split", 1L))); + GreyBoxViewer newunZipxSYGB = ForSyDeHierarchy.GreyBox.enforce(newunZipxSY); + root.addContained(newunZipxSYGB); + //newunZipxSYGB.insertContainedPort(transformedGraph, Visualizable.enforce(concat)); + + //Connecting the input ports of the original mapSY to the newunZipxSY and the output ports to the new zipxSY + for (String s : ForSyDeHierarchy.SYMap.tryView(transformedGraph, v).get().inputPorts()) { + newZipxSY.getViewedVertex().addPort(s); + } + for (String s : ForSyDeHierarchy.SYMap.tryView(transformedGraph, v).get().outputPorts()) { + newunZipxSY.getViewedVertex().addPort(s); + } + newZipxSY.inputPorts(ForSyDeHierarchy.SYMap.tryView(transformedGraph, v).get().inputPorts()); + newunZipxSY.outputPorts(ForSyDeHierarchy.SYMap.tryView(transformedGraph, v).get().outputPorts()); + + if (ForSyDeHierarchy.SYSignal.tryView(transformedGraph, srcSignal).isPresent()) { + ForSyDeHierarchy.SYSignal.tryView(transformedGraph, srcSignal).get().addConsumers(newZipxSY.inputPorts().get(0), newZipxSY); + } + transformedGraph.connect(srcSignal, ForSyDeHierarchy.SYMap.tryView(newZipxSY).get().getViewedVertex(), "consumers", newZipxSY.inputPorts().get(0), ForSyDeHierarchy.EdgeTraits.VisualConnection); + if (ForSyDeHierarchy.SYSignal.tryView(transformedGraph, dstSignal).isPresent()) { + ForSyDeHierarchy.SYSignal.tryView(transformedGraph, dstSignal).get().producer(newunZipxSY.outputPorts().get(0), newunZipxSY); + } + transformedGraph.connect(ForSyDeHierarchy.SYMap.tryView(newunZipxSY).get().getViewedVertex(), dstSignal, newunZipxSY.outputPorts().get(0), "producer", ForSyDeHierarchy.EdgeTraits.VisualConnection); + //Generating signals between newZipxSY and the newSYMaps as well as signals between newSYMaps and newunZipxSY + for (int i = 0; i < newSYMaps.size(); i++) { + final SYMapViewer leftSYMap = newZipxSY; + final SYMapViewer rightSYMap = newSYMaps.get(i); + final SYSignalViewer newSYSignal = ForSyDeHierarchy.SYSignal.enforce(transformedGraph, transformedGraph.newVertex(leftSYMap.getIdentifier() + rightSYMap.getIdentifier() + "Sig")); + //Inserting hierarchy below for the newSYSignals + final VectorizableViewer newVectorizable = ForSyDeHierarchy.Vectorizable.enforce(transformedGraph, transformedGraph.newVertex(newSYSignal.getIdentifier()+"Vec")); + List newVectorizableDimentions = new ArrayList<>(); + newVectorizableDimentions.add(groupSize.get(j)); + for (int k=1; k < srcSigChildDimentions.size(); k++){ + newVectorizableDimentions.add(srcSigChildDimentions.get(k)); + } + newVectorizable.dimensions(newVectorizableDimentions); + final VisualizableWithPropertiesViewer visualizableWithProperties = ForSyDeHierarchy.VisualizableWithProperties.enforce(newVectorizable); + ForSyDeHierarchy.GreyBox.enforce(newSYSignal).addContained(visualizableWithProperties); + visualizableWithProperties.visualizedPropertiesNames(List.of("dimensions")); + + newVectorizable.getViewedVertex().addPort("input"); + newVectorizable.getViewedVertex().addPort("output"); + //Connecting the input and output ports of the newSignal to its hierarchy below + transformedGraph.connect(newSYSignal, newVectorizable, "producer", "input", ForSyDeHierarchy.EdgeTraits.VisualConnection); + transformedGraph.connect(newVectorizable, newSYSignal, "output", "consumers", ForSyDeHierarchy.EdgeTraits.VisualConnection); + //-------------------------------------------------------------- + + root.addContained(ForSyDeHierarchy.Visualizable.enforce(newSYSignal)); + leftSYMap.getViewedVertex().addPort("newZipxSYTransformedOut"); + leftSYMap.outputPorts(List.of("newZipxSYTransformedOut")); + //-------------------------------------------------------- + rightSYMap.getViewedVertex().addPort("newSYSignalTransformedIn"); + rightSYMap.inputPorts(List.of("newSYSignalTransformedIn")); + newSYSignal.producer("newZipxSYTransformedOut", leftSYMap); + newSYSignal.addConsumers("newSYSignalTransformedIn", rightSYMap); + transformedGraph.connect(leftSYMap,newSYSignal,"newZipxSYTransformedOut", "producer", ForSyDeHierarchy.EdgeTraits.VisualConnection); + transformedGraph.connect(newSYSignal,rightSYMap,"consumers", "newSYSignalTransformedIn", ForSyDeHierarchy.EdgeTraits.VisualConnection); + + } + for (int i = 0; i < newSYMaps.size(); i++) { + final SYMapViewer leftSYMap = newSYMaps.get(i); + final SYMapViewer rightSYMap = newunZipxSY; + final SYSignalViewer newSYSignal = ForSyDeHierarchy.SYSignal.enforce(transformedGraph, transformedGraph.newVertex(leftSYMap.getIdentifier() + rightSYMap.getIdentifier() + "Sig")); + //Inserting hierarchy below for the newSYSignals + final VectorizableViewer newVectorizable = ForSyDeHierarchy.Vectorizable.enforce(transformedGraph, transformedGraph.newVertex(newSYSignal.getIdentifier()+"Vec")); + List newVectorizableDimentions = new ArrayList<>(); + newVectorizableDimentions.add(groupSize.get(j)); + for (int k=1; k < dstSigChildDimentions.size(); k++){ + newVectorizableDimentions.add(dstSigChildDimentions.get(k)); + } + newVectorizable.dimensions(newVectorizableDimentions); + final VisualizableWithPropertiesViewer visualizableWithProperties = ForSyDeHierarchy.VisualizableWithProperties.enforce(newVectorizable); + ForSyDeHierarchy.GreyBox.enforce(newSYSignal).addContained(ForSyDeHierarchy.VisualizableWithProperties.enforce(newVectorizable)); + visualizableWithProperties.visualizedPropertiesNames(List.of("dimensions")); + newVectorizable.getViewedVertex().addPort("input"); + newVectorizable.getViewedVertex().addPort("output"); + //Connecting the input and output ports of the newSignal to its hierarchy below + transformedGraph.connect(newSYSignal, newVectorizable, "input", "producer", ForSyDeHierarchy.EdgeTraits.VisualConnection); + transformedGraph.connect(newVectorizable, newSYSignal, "consumers", "output", ForSyDeHierarchy.EdgeTraits.VisualConnection); + //--------------------------------------------------------------------------- + + root.addContained(ForSyDeHierarchy.Visualizable.enforce(newSYSignal)); + leftSYMap.getViewedVertex().addPort("newSYSignalTransformedOut"); + leftSYMap.outputPorts(List.of("newSYSignalTransformedOut")); + + //Connecting the incoming and outgoing edges of the combfunction of the newSYMap which are the children of mapInside + for (EdgeInfo e: transformedGraph.outgoingEdgesOf(v)){ + final Vertex dstVertex = transformedGraph.getEdgeTarget(e); + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) continue; + if (e.getSourcePort().get().equals("combFunctions")) continue; + if (dstVertex == getOrderedChildren(transformedGraph, ForSyDeHierarchy.SYMap.enforce(transformedGraph, v)).get(0).getViewedVertex()){ + transformedGraph.connect(leftSYMap, getOrderedChildren(transformedGraph, leftSYMap).get(0), "newSYSignalTransformedIn",e.getSourcePort().get(), ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + } + for (EdgeInfo e: transformedGraph.incomingEdgesOf(v)){ + final Vertex srcVertex = transformedGraph.getEdgeSource(e); + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) continue; + if (e.getSourcePort().get().equals("combFunctions")) continue; + if (srcVertex == getOrderedChildren(transformedGraph, ForSyDeHierarchy.SYMap.enforce(transformedGraph, v)).get(0).getViewedVertex()){ + transformedGraph.connect(getOrderedChildren(transformedGraph, leftSYMap).get(0), leftSYMap, e.getSourcePort().get(), "newSYSignalTransformedOut", ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + + } + + rightSYMap.getViewedVertex().addPort("newunZipxSYTransformedIn"); + rightSYMap.inputPorts(List.of("newunZipxSYTransformedIn")); + newSYSignal.producer("newSYSignalTransformedOut", leftSYMap); + newSYSignal.addConsumers("newunZipxSYTransformedIn", rightSYMap); + transformedGraph.connect(leftSYMap,newSYSignal,"newSYSignalTransformedOut", "producer", ForSyDeHierarchy.EdgeTraits.VisualConnection); + transformedGraph.connect(newSYSignal,rightSYMap,"consumers", "newunZipxSYTransformedIn", ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + transformedGraph.removeVertex(v); +// deleteHierarchy(transformedGraph, v); + ParameterizedMapsyMapvTransformedGraphs.add(transformedGraph); + } + } + } + } + } + } + } + return ParameterizedMapsyMapvTransformedGraphs; + } +} diff --git a/src/main/java/patternMatch/PatternMatcher.java b/src/main/java/patternMatch/PatternMatcher.java index 6fcbe95..9a4189d 100644 --- a/src/main/java/patternMatch/PatternMatcher.java +++ b/src/main/java/patternMatch/PatternMatcher.java @@ -1,26 +1,15 @@ package patternMatch; -import forsyde.io.java.core.*; -import forsyde.io.java.drivers.ForSyDeModelHandler; -import forsyde.io.java.kgt.drivers.ForSyDeKGTDriver; -import forsyde.io.java.typed.viewers.impl.ANSICBlackBoxExecutable; -import forsyde.io.java.typed.viewers.impl.DataBlock; -import forsyde.io.java.typed.viewers.impl.Executable; -import forsyde.io.java.typed.viewers.moc.sy.SYMap; -import forsyde.io.java.typed.viewers.moc.sy.SYSignal; -import forsyde.io.java.typed.viewers.parallel.MapV; -import forsyde.io.java.typed.viewers.parallel.ParallelSkeleton; -import forsyde.io.java.typed.viewers.parallel.ReduceV; -import forsyde.io.java.typed.viewers.parallel.Vectorizable; -import forsyde.io.java.typed.viewers.visualization.GreyBox; -import forsyde.io.java.typed.viewers.visualization.Visualizable; -import forsyde.io.java.typed.viewers.visualization.VisualizableWithProperties; -import org.jgrapht.Graph; -import org.jgrapht.GraphPath; -import org.jgrapht.alg.interfaces.ShortestPathAlgorithm; -import org.jgrapht.alg.shortestpath.DijkstraShortestPath; -import org.jgrapht.graph.AsSubgraph; - +import forsyde.io.core.SystemGraph; +import forsyde.io.core.ModelHandler; +import forsyde.io.lib.hierarchy.ForSyDeHierarchy; +import forsyde.io.lib.TraitNamesFrom0_6To0_7; +import forsyde.io.visual.kgt.drivers.KGTDriver; + +import java.io.BufferedReader; +import java.io.InputStream; +import java.io.InputStreamReader; +import java.nio.file.Files; import java.util.Scanner; import java.nio.file.Paths; @@ -31,828 +20,122 @@ public class PatternMatcher { public static void main(String[] args) throws Exception { System.out.println("Matched patterns:"); - - ForSyDeModelHandler forSyDeModelHandler = new ForSyDeModelHandler().registerDriver(new ForSyDeKGTDriver()); - ForSyDeSystemGraph forSyDeSystemGraph = forSyDeModelHandler.loadModel(Paths.get("imageProcessingSY.fiodl")); - //ForSyDeSystemGraph forSyDeSystemGraph = forSyDeModelHandler.loadModel(Paths.get("maxBrightnessSY_transformed.fiodl")); - //ForSyDeSystemGraph forSyDeSystemGraph = forSyDeModelHandler.loadModel(Paths.get("maxBrightnessMapVtransformedSY_transformed.fiodl")); - - // Synchronous processes recognition - List syMaps = new ArrayList<>(); - List mapVs = new ArrayList<>(); - List reduceVs = new ArrayList<>(); - - // traverse the vertices to find the vectorizables - final Set vectorizables = new HashSet<>(); - for (Vertex v : forSyDeSystemGraph.vertexSet()) { - if (Vectorizable.conforms(v)) { - vectorizables.add(Vectorizable.safeCast(v).get()); - } - } - - // traverse the vertices - Map> processesAndOrderedExecutables = new HashMap<>(); - for (Vertex v : forSyDeSystemGraph.vertexSet()) { - - // SY vertices recognition - if (SYMap.conforms(v)) { - syMaps.add(SYMap.safeCast(v).get()); - - int inPortNum = 0; - for (EdgeInfo e : forSyDeSystemGraph.incomingEdgesOf(v)) { - if (e.hasTrait(EdgeTrait.MOC_SY_SYDATAEDGE)) { - inPortNum += 1; - } - } - int outPortNum = 0; - for (EdgeInfo e : forSyDeSystemGraph.outgoingEdgesOf(v)) { - if (e.hasTrait(EdgeTrait.MOC_SY_SYDATAEDGE)) { - outPortNum += 1; - } - } - - //System.out.println(v.getIdentifier() + ", inputs is " + inPortNum + ", and output is " + outPortNum); - - // mapSY recognition - if (inPortNum == 1 && outPortNum == 1) { - SYMap syMap = SYMap.safeCast(v).get(); - - final Set combFunctions = syMap.getCombFunctionsPort(forSyDeSystemGraph); - - // MapSY-ReduceV pattern recognition - if (combFunctions.size() == 1) { - ReduceV reduceInside = null; - for (Executable combs : combFunctions) { - if (ReduceV.conforms(combs)) { - reduceInside = ReduceV.safeCast(combs).get(); - System.out.println("---------------------MapSY-ReduceV------------------------"); - System.out.println(SYMap.safeCast(v).get().getIdentifier() + ": \n" + reduceInside.getIdentifier()); - GreyBox root = null; - for (EdgeInfo e : forSyDeSystemGraph.incomingEdgesOf(v)){ - if (e.hasTrait(EdgeTrait.VISUALIZATION_VISUALCONTAINMENT)){ - final Vertex rootV = forSyDeSystemGraph.getEdgeSource(e); - root = GreyBox.safeCast(rootV).get(); - } - } - System.out.println(); - // MapSY-ReduceV transformation application - final ForSyDeSystemGraph transformedGraph = new ForSyDeSystemGraph().merge(forSyDeSystemGraph); - final List newSYMaps = new ArrayList<>(); - final List newSYSignals = new ArrayList<>(); - //Generating new SYMaps: mapSY(f1), mapSY(f2), ... - //Finding the dimensions of the input (which determines the number of mapSYs) - Vertex srcSignal = null; - Vertex dstSignal = null; - List sigChildDimentions = new ArrayList<>(); - for (EdgeInfo e : forSyDeSystemGraph.incomingEdgesOf(v)) { - if (e.hasTrait(EdgeTrait.MOC_SY_SYDATAEDGE)) { - srcSignal = forSyDeSystemGraph.queryVertex(e.getSource()).get(); - for (EdgeInfo ed : forSyDeSystemGraph.outgoingEdgesOf(srcSignal)) { - if (ed.hasTrait(EdgeTrait.VISUALIZATION_VISUALCONTAINMENT)){ - final Vertex sigChild = forSyDeSystemGraph.queryVertex(ed.getTarget()).get(); - if (Vectorizable.conforms(sigChild)){ - sigChildDimentions = Vectorizable.safeCast(sigChild).get().getDimensions(); - //The first dimension which is the number of rows in the case of a matrix is the number of mapSYs. - for (int i=0; i < sigChildDimentions.get(0)-1; i++){ - final SYMap newSYMap = SYMap.enforce(transformedGraph.newVertex(v.getIdentifier() + "transformedSY" + i)); - final GreyBox newSYMapGB = GreyBox.enforce(newSYMap); - for (Executable child: getOrderedChildren(forSyDeSystemGraph, reduceInside)){ - newSYMap.insertCombFunctionsPort(transformedGraph, child); - newSYMapGB.insertContainedPort(transformedGraph, Visualizable.enforce(child)); - } - - newSYMap.getViewedVertex().addPort("newSYSignalTransformedIn1"); - newSYMap.getViewedVertex().addPort("newSYSignalTransformedIn2"); - newSYMap.setInputPorts(List.of("newSYSignalTransformedIn1", "newSYSignalTransformedIn2")); - - newSYMap.getViewedVertex().addPort("newSYMapTransformedOut"); - newSYMap.setOutputPorts(Collections.singletonList("newSYMapTransformedOut")); - - newSYMaps.add(newSYMap); - root.insertContainedPort(transformedGraph, newSYMapGB); - - - - } - } - } - } - } - } - for (EdgeInfo e : forSyDeSystemGraph.outgoingEdgesOf(v)) { - if (e.hasTrait(EdgeTrait.MOC_SY_SYDATAEDGE)) { - dstSignal = forSyDeSystemGraph.queryVertex(e.getTarget()).get(); - } - } - //Generating the unZipxSY - final SYMap newunZipxSY = SYMap.enforce(transformedGraph.newVertex(v.getIdentifier() + "unZipxSYtransformedSY")); - //newunZipxSY.insertCombFunctionsPort(transformedGraph, concat); - GreyBox newunZipxSYGB = GreyBox.enforce(newunZipxSY); - root.insertContainedPort(transformedGraph, newunZipxSYGB); - //newunZipxSYGB.insertContainedPort(transformedGraph, Visualizable.enforce(concat)); - - //Connecting the input ports of the original mapSY to the newunZipxSY - for (String s : SYMap.safeCast(v).get().getInputPorts()) { - newunZipxSY.getViewedVertex().addPort(s); - } - newunZipxSY.setInputPorts(SYMap.safeCast(v).get().getInputPorts()); - - if (SYSignal.conforms(srcSignal)) { - SYSignal.safeCast(srcSignal).get().setOutputPort(transformedGraph, newunZipxSY, newunZipxSY.getInputPorts().get(0)); - } - transformedGraph.connect(srcSignal, SYMap.safeCast(newunZipxSY).get().getViewedVertex(), "output", newunZipxSY.getInputPorts().get(0), EdgeTrait.VISUALIZATION_VISUALCONNECTION); - - //Generating signals between newunZipxSY and the newSYMaps - for (int i = 0; i < sigChildDimentions.get(0); i++) { - final SYSignal newSYSignal = SYSignal.enforce(transformedGraph.newVertex(newunZipxSY.getIdentifier() + v.getIdentifier() + "transformedSY" + i + "Sig")); - newSYSignals.add(newSYSignal); - //Inserting hierarchy below for the newSYSignals - if (sigChildDimentions.size() > 1) { - final Vectorizable newVectorizable = Vectorizable.enforce(transformedGraph.newVertex(newSYSignal.getIdentifier()+"Vec")); - List newVectorizableDimentions = new ArrayList<>(); - for (int j=1; j < sigChildDimentions.size(); j++){ - newVectorizableDimentions.add(sigChildDimentions.get(j)); - } - newVectorizable.setDimensions(newVectorizableDimentions); - final VisualizableWithProperties visualizableWithProperties = VisualizableWithProperties.enforce(newVectorizable); - GreyBox.enforce(newSYSignal).insertContainedPort(transformedGraph, visualizableWithProperties); - visualizableWithProperties.setVisualizedPropertiesNames(List.of("dimensions")); - //newVectorizable.getViewedVertex().getProperties().put("visualizedPropertiesNames", VertexProperty.create("Dimentions")); - // newVectorizable.getViewedVertex() - newVectorizable.getViewedVertex().addPort("input"); - newVectorizable.getViewedVertex().addPort("output"); - //Connecting the input and output ports of the newSignal to its hierarchy below - transformedGraph.connect(newSYSignal, newVectorizable, "input", "input", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - transformedGraph.connect(newVectorizable, newSYSignal, "output", "output", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } - - root.insertContainedPort(transformedGraph, Visualizable.enforce(newSYSignal)); - newunZipxSY.getViewedVertex().addPort("newunZipxSYTransformedOut"); - newunZipxSY.setOutputPorts(List.of("newunZipxSYTransformedOut")); - //-------------------------------------------------------- -// - -// newSYSignal.setInputPort(transformedGraph, "newunZipxSYTransformedOut", leftSYMap); -// newSYSignal.setOutputPort(transformedGraph, rightSYMap, "newSYSignalTransformedIn"); -// transformedGraph.connect(leftSYMap,newSYSignal,"newunZipxSYTransformedOut", "input", EdgeTrait.VISUALIZATION_VISUALCONNECTION); -// transformedGraph.connect(newSYSignal,rightSYMap,"output", "newSYSignalTransformedIn", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } - //Making the connections - //The connections of the first mapSY in the chain - newSYSignals.get(0).setInputPort(transformedGraph, "newunZipxSYTransformedOut", newunZipxSY); - transformedGraph.connect(newunZipxSY, newSYSignals.get(0), "newunZipxSYTransformedOut", "input", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - newSYSignals.get(0).setOutputPort(transformedGraph, newSYMaps.get(0), newSYMaps.get(0).getInputPorts().get(0)); - transformedGraph.connect(newSYSignals.get(0), newSYMaps.get(0), "output", newSYMaps.get(0).getInputPorts().get(0), EdgeTrait.VISUALIZATION_VISUALCONNECTION); - newSYSignals.get(1).setInputPort(transformedGraph, "newunZipxSYTransformedOut", newunZipxSY); - transformedGraph.connect(newunZipxSY, newSYSignals.get(1), "newunZipxSYTransformedOut", "input", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - newSYSignals.get(1).setOutputPort(transformedGraph, newSYMaps.get(0), newSYMaps.get(0).getInputPorts().get(1)); - transformedGraph.connect(newSYSignals.get(1), newSYMaps.get(0), "output", newSYMaps.get(0).getInputPorts().get(1), EdgeTrait.VISUALIZATION_VISUALCONNECTION); - // The connections of the mapSYs except the first one - for (int i=2; i < newSYSignals.size(); i++){ - newSYSignals.get(i).setInputPort(transformedGraph, "newunZipxSYTransformedOut", newunZipxSY); - transformedGraph.connect(newunZipxSY, newSYSignals.get(i), "newunZipxSYTransformedOut", "input", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - newSYSignals.get(i).setOutputPort(transformedGraph, newSYMaps.get(i-1), newSYMaps.get(i-1).getInputPorts().get(1)); - transformedGraph.connect(newSYSignals.get(i), newSYMaps.get(i-1), "output", newSYMaps.get(i-1).getInputPorts().get(1), EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } - for (int i=1; i < newSYMaps.size(); i++){ - transformedGraph.connect(newSYMaps.get(i-1), newSYMaps.get(i), "newSYMapTransformedOut", newSYMaps.get(i).getInputPorts().get(0), EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } - - //Connecting the incoming and outgoing edges of the combfunction of the newSYMap which are the children of reduceInside - for (int i=0; i < newSYMaps.size(); i++){ - final Executable child = getOrderedChildren(transformedGraph, newSYMaps.get(i)).get(0); - if (ANSICBlackBoxExecutable.conforms(child)) { - final List childInputs = ANSICBlackBoxExecutable.safeCast(child).get().getInputArgumentPorts(); - final List childOutputs = ANSICBlackBoxExecutable.safeCast(child).get().getOutputArgumentPorts(); - for (int j = 0; j < childInputs.size(); j++) { - transformedGraph.connect(newSYMaps.get(i), child, newSYMaps.get(i).getInputPorts().get(j), childInputs.get(j), EdgeTrait.MOC_ABSTRACTIONEDGE, EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } - for (int j = 0; j < childOutputs.size(); j++) { - transformedGraph.connect(child, newSYMaps.get(i), childOutputs.get(j), newSYMaps.get(i).getOutputPorts().get(j), EdgeTrait.MOC_ABSTRACTIONEDGE, EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } - transformedGraph.connect(child, newSYMaps.get(i), ANSICBlackBoxExecutable.safeCast(child).get().getReturnPort(), newSYMaps.get(i).getOutputPorts().get(newSYMaps.get(i).getOutputPorts().size() - 1), EdgeTrait.MOC_ABSTRACTIONEDGE, EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } else { - final List portsWithSomeOrder = new ArrayList<>(child.getPorts()); - for (int j = 0; j < newSYMaps.get(i).getInputPorts().size() && j < portsWithSomeOrder.size(); j++) { - transformedGraph.connect(newSYMaps.get(i), child, newSYMaps.get(i).getInputPorts().get(j), portsWithSomeOrder.get(j), EdgeTrait.MOC_ABSTRACTIONEDGE, EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } - for (int j = newSYMaps.get(i).getInputPorts().size(); j < portsWithSomeOrder.size(); j++) { - transformedGraph.connect(child, newSYMaps.get(i), newSYMaps.get(i).getOutputPorts().get(j - newSYMaps.get(i).getInputPorts().size()), portsWithSomeOrder.get(j), EdgeTrait.MOC_ABSTRACTIONEDGE, EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } - } - } - //Connecting the output of the last newMapSY to the target signal of the original vertex. - for (EdgeInfo e: forSyDeSystemGraph.outgoingEdgesOf(v)){ - final Vertex dstVertex = forSyDeSystemGraph.getEdgeTarget(e); - if (e.hasTrait(EdgeTrait.VISUALIZATION_VISUALCONTAINMENT)) continue; - if (e.getSourcePort().get().equals("combFunctions")) continue; - if (!(dstVertex == getOrderedChildren(forSyDeSystemGraph, SYMap.enforce(v)).get(0).getViewedVertex())){ - transformedGraph.connect(newSYMaps.get(newSYMaps.size()-1).getViewedVertex(), dstVertex, "newSYMapTransformedOut", e.getTargetPort().get(), EdgeTrait.VISUALIZATION_VISUALCONNECTION); } - } - - //Removing the original mapSY as well as hierarchy inside it besides the signals. - Vertex childV = getOrderedChildren(forSyDeSystemGraph, SYMap.enforce(v)).get(0).getViewedVertex(); -// transformedGraph.removeVertex(childV); -// transformedGraph.removeVertex(v); - //Writing the transformed graphs - forSyDeModelHandler.writeModel(transformedGraph, v.getIdentifier() + "_transformed.fiodl"); - forSyDeModelHandler.writeModel(transformedGraph, v.getIdentifier() + "_transformed.kgt"); - - - } - } - } - - // MapSY-MapV pattern recognition - if (combFunctions.size() == 1) { - MapV mapInside = null; - for (Executable combs : combFunctions) { - if (MapV.conforms(combs)) { - mapInside = MapV.safeCast(combs).get(); - System.out.println("---------------------MapSY-MapV------------------------"); - System.out.println(SYMap.safeCast(v).get().getIdentifier() + ": \n" + mapInside.getIdentifier()); - GreyBox root = null; - for (EdgeInfo e : forSyDeSystemGraph.incomingEdgesOf(v)){ - if (e.hasTrait(EdgeTrait.VISUALIZATION_VISUALCONTAINMENT)){ - final Vertex rootV = forSyDeSystemGraph.getEdgeSource(e); - root = GreyBox.safeCast(rootV).get(); - } - } - System.out.println(); - // MapSY-MapV transformation application - final ForSyDeSystemGraph transformedGraph = new ForSyDeSystemGraph().merge(forSyDeSystemGraph); - final List newSYMaps = new ArrayList<>(); - //Generating new SYMaps: mapSY(f1), mapSY(f2), ... - //Finding the dimensions of the input (which determines the number of mapSYs) - Vertex srcSignal = null; - Vertex dstSignal = null; - List sigChildDimentions = new ArrayList<>(); - for (EdgeInfo e : forSyDeSystemGraph.incomingEdgesOf(v)) { - if (e.hasTrait(EdgeTrait.MOC_SY_SYDATAEDGE)) { - srcSignal = forSyDeSystemGraph.queryVertex(e.getSource()).get(); - for (EdgeInfo ed : forSyDeSystemGraph.outgoingEdgesOf(srcSignal)) { - if (ed.hasTrait(EdgeTrait.VISUALIZATION_VISUALCONTAINMENT)){ - final Vertex sigChild = forSyDeSystemGraph.queryVertex(ed.getTarget()).get(); - if (Vectorizable.conforms(sigChild)){ - sigChildDimentions = Vectorizable.safeCast(sigChild).get().getDimensions(); - //The first dimension which is the number of rows in the case of a matrix is the number of mapSYs. - for (int i=0; i < sigChildDimentions.get(0); i++){ - final SYMap newSYMap = SYMap.enforce(transformedGraph.newVertex(v.getIdentifier() + "transformedSY" + i)); - final GreyBox newSYMapGB = GreyBox.enforce(newSYMap); - for (Executable child: getOrderedChildren(forSyDeSystemGraph, mapInside)){ - newSYMap.insertCombFunctionsPort(transformedGraph, child); - newSYMapGB.insertContainedPort(transformedGraph, Visualizable.enforce(child)); - } - //Making the connections between newSYMaps and their hierarchy below - newSYMaps.add(newSYMap); - root.insertContainedPort(transformedGraph, newSYMapGB); - - } - } - } - } - } - } - for (EdgeInfo e : forSyDeSystemGraph.outgoingEdgesOf(v)) { - if (e.hasTrait(EdgeTrait.MOC_SY_SYDATAEDGE)) { - dstSignal = forSyDeSystemGraph.queryVertex(e.getTarget()).get(); - } - } - //Generating the zipxSY and unZipxSY - final SYMap newZipxSY = SYMap.enforce(transformedGraph.newVertex(v.getIdentifier() + "zipxSYtransformedSY")); - //newZipxSY.insertCombFunctionsPort(transformedGraph, concat); - GreyBox newZipxSYGB = GreyBox.enforce(newZipxSY); - root.insertContainedPort(transformedGraph, newZipxSYGB); - //newZipxSYGB.insertContainedPort(transformedGraph, Visualizable.enforce(concat)); - final SYMap newunZipxSY = SYMap.enforce(transformedGraph.newVertex(v.getIdentifier() + "unZipxSYtransformedSY")); - //newunZipxSY.insertCombFunctionsPort(transformedGraph, concat); - GreyBox newunZipxSYGB = GreyBox.enforce(newunZipxSY); - root.insertContainedPort(transformedGraph, newunZipxSYGB); - //newunZipxSYGB.insertContainedPort(transformedGraph, Visualizable.enforce(concat)); - - //Connecting the input ports of the original mapSY to the newunZipxSY and the output ports to the new zipxSY - for (String s : SYMap.safeCast(v).get().getInputPorts()) { - newunZipxSY.getViewedVertex().addPort(s); - } - for (String s : SYMap.safeCast(v).get().getOutputPorts()) { - newZipxSY.getViewedVertex().addPort(s); - } - newunZipxSY.setInputPorts(SYMap.safeCast(v).get().getInputPorts()); - newZipxSY.setOutputPorts(SYMap.safeCast(v).get().getOutputPorts()); - - if (SYSignal.conforms(srcSignal)) { - SYSignal.safeCast(srcSignal).get().setOutputPort(transformedGraph, newunZipxSY, newunZipxSY.getInputPorts().get(0)); - } - transformedGraph.connect(srcSignal, SYMap.safeCast(newunZipxSY).get().getViewedVertex(), "output", newunZipxSY.getInputPorts().get(0), EdgeTrait.VISUALIZATION_VISUALCONNECTION); - if (SYSignal.conforms(dstSignal)) { - SYSignal.safeCast(dstSignal).get().setInputPort(transformedGraph, newZipxSY.getOutputPorts().get(0), newZipxSY); - } - transformedGraph.connect(SYMap.safeCast(newZipxSY).get().getViewedVertex(), dstSignal, newZipxSY.getOutputPorts().get(0), "input", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - - //Generating signals between newZipxSY and the newSYMaps as well as signals between newSYMaps and newunZipxSY - for (int i = 0; i < newSYMaps.size(); i++) { - final SYMap leftSYMap = newunZipxSY; - final SYMap rightSYMap = newSYMaps.get(i); - final SYSignal newSYSignal = SYSignal.enforce(transformedGraph.newVertex(leftSYMap.getIdentifier() + rightSYMap.getIdentifier() + "Sig")); - //Inserting hierarchy below for the newSYSignals - if (sigChildDimentions.size() > 1){ - final Vectorizable newVectorizable = Vectorizable.enforce(transformedGraph.newVertex(newSYSignal.getIdentifier()+"Vec")); - List newVectorizableDimentions = new ArrayList<>(); - for (int j=1; j < sigChildDimentions.size(); j++){ - newVectorizableDimentions.add(sigChildDimentions.get(j)); - } - newVectorizable.setDimensions(newVectorizableDimentions); - final VisualizableWithProperties visualizableWithProperties = VisualizableWithProperties.enforce(newVectorizable); - GreyBox.enforce(newSYSignal).insertContainedPort(transformedGraph, visualizableWithProperties); - visualizableWithProperties.setVisualizedPropertiesNames(List.of("dimensions")); - //newVectorizable.getViewedVertex().getProperties().put("visualizedPropertiesNames", VertexProperty.create("Dimentions")); - // newVectorizable.getViewedVertex() - newVectorizable.getViewedVertex().addPort("input"); - newVectorizable.getViewedVertex().addPort("output"); - //Connecting the input and output ports of the newSignal to its hierarchy below - transformedGraph.connect(newSYSignal, newVectorizable, "input", "input", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - transformedGraph.connect(newVectorizable, newSYSignal, "output", "output", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } - root.insertContainedPort(transformedGraph, Visualizable.enforce(newSYSignal)); - leftSYMap.getViewedVertex().addPort("newunZipxSYTransformedOut"); - leftSYMap.setOutputPorts(List.of("newunZipxSYTransformedOut")); - //-------------------------------------------------------- - rightSYMap.getViewedVertex().addPort("newSYSignalTransformedIn"); - rightSYMap.setInputPorts(List.of("newSYSignalTransformedIn")); - newSYSignal.setInputPort(transformedGraph, "newunZipxSYTransformedOut", leftSYMap); - newSYSignal.setOutputPort(transformedGraph, rightSYMap, "newSYSignalTransformedIn"); - transformedGraph.connect(leftSYMap,newSYSignal,"newunZipxSYTransformedOut", "input", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - transformedGraph.connect(newSYSignal,rightSYMap,"output", "newSYSignalTransformedIn", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - - } - for (int i = 0; i < newSYMaps.size(); i++) { - final SYMap leftSYMap = newSYMaps.get(i); - final SYMap rightSYMap = newZipxSY; - final SYSignal newSYSignal = SYSignal.enforce(transformedGraph.newVertex(leftSYMap.getIdentifier() + rightSYMap.getIdentifier() + "Sig")); - //Inserting hierarchy below for the newSYSignals - if (sigChildDimentions.size() > 1){ - final Vectorizable newVectorizable = Vectorizable.enforce(transformedGraph.newVertex(newSYSignal.getIdentifier()+"Vec")); - List newVectorizableDimentions = new ArrayList<>(); - for (int j=1; j < sigChildDimentions.size(); j++){ - newVectorizableDimentions.add(sigChildDimentions.get(j)); - } - newVectorizable.setDimensions(newVectorizableDimentions); - final VisualizableWithProperties visualizableWithProperties = VisualizableWithProperties.enforce(newVectorizable); - GreyBox.enforce(newSYSignal).insertContainedPort(transformedGraph, VisualizableWithProperties.enforce(newVectorizable)); - visualizableWithProperties.setVisualizedPropertiesNames(List.of("dimensions")); - newVectorizable.getViewedVertex().addPort("input"); - newVectorizable.getViewedVertex().addPort("output"); - //Connecting the input and output ports of the newSignal to its hierarchy below - transformedGraph.connect(newSYSignal, newVectorizable, "input", "input", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - transformedGraph.connect(newVectorizable, newSYSignal, "output", "output", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } - root.insertContainedPort(transformedGraph, Visualizable.enforce(newSYSignal)); - leftSYMap.getViewedVertex().addPort("newSYSignalTransformedOut"); - leftSYMap.setOutputPorts(List.of("newSYSignalTransformedOut")); - - //Connecting the incoming and outgoing edges of the combfunction of the newSYMap which are the children of mapInside - for (EdgeInfo e: forSyDeSystemGraph.outgoingEdgesOf(v)){ - final Vertex dstVertex = forSyDeSystemGraph.getEdgeTarget(e); - if (e.hasTrait(EdgeTrait.VISUALIZATION_VISUALCONTAINMENT)) continue; - if (e.getSourcePort().get().equals("combFunctions")) continue; - if (dstVertex == getOrderedChildren(forSyDeSystemGraph, SYMap.enforce(v)).get(0).getViewedVertex()){ - transformedGraph.connect(leftSYMap, getOrderedChildren(transformedGraph, leftSYMap).get(0), "newSYSignalTransformedIn",e.getSourcePort().get(), EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } - } - for (EdgeInfo e: forSyDeSystemGraph.incomingEdgesOf(v)){ - final Vertex srcVertex = forSyDeSystemGraph.getEdgeSource(e); - if (e.hasTrait(EdgeTrait.VISUALIZATION_VISUALCONTAINMENT)) continue; - if (e.getSourcePort().get().equals("combFunctions")) continue; - if (srcVertex == getOrderedChildren(forSyDeSystemGraph, SYMap.enforce(v)).get(0).getViewedVertex()){ - transformedGraph.connect(getOrderedChildren(transformedGraph, leftSYMap).get(0), leftSYMap, e.getSourcePort().get(), "newSYSignalTransformedOut", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } - - } - rightSYMap.getViewedVertex().addPort("newZipxSYTransformedIn"); - rightSYMap.setInputPorts(List.of("newZipxSYTransformedIn")); - newSYSignal.setInputPort(transformedGraph, "newSYSignalTransformedOut", leftSYMap); - newSYSignal.setOutputPort(transformedGraph, rightSYMap, "newZipxSYTransformedIn"); - transformedGraph.connect(leftSYMap,newSYSignal,"newSYSignalTransformedOut", "input", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - transformedGraph.connect(newSYSignal,rightSYMap,"output", "newZipxSYTransformedIn", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } - //--------------------------------------------------------------------------- - //Removing the original mapSY as well as hierarchy inside it besides the signals. - Vertex childV = getOrderedChildren(forSyDeSystemGraph, SYMap.safeCast(v).get()).get(0).getViewedVertex(); - transformedGraph.removeVertex(childV); - transformedGraph.removeVertex(v); - //Writing the transformed graphs - forSyDeModelHandler.writeModel(transformedGraph, v.getIdentifier() + "_transformed.fiodl"); - forSyDeModelHandler.writeModel(transformedGraph, v.getIdentifier() + "_transformed.kgt"); - } - } - } - - // zipxSY recognition - /*if (inPortNum > 1 && outPortNum ==1 && ){ - if (combFunctions.size() == 1){ - SYMap concatInside = null; - for (Executable combs: combFunctions) { - if (concat.conforms(combs)) { - concatInside = SYMap.safeCast(combs).get(); - System.out.println("zipxSY matched:" + SYMap.safeCast(v).get().getIdentifier() + " with " + concatInside.getIdentifier()); - } - } - } - }*/ - - // unzipxSY recognition - /*if (outPortNum > 1 && inPortNum ==1 && ){ - if (combFunctions.size() == 1){ - SYMap unconcatInside = null; - for (Executable combs: combFunctions) { - if (unconcat.conforms(combs)) { - unconcatInside = SYMap.safeCast(combs).get(); - System.out.println("unzipxSY matched:" + SYMap.safeCast(v).get().getIdentifier() + " with " + unconcatInside.getIdentifier()); - } - } - } - }*/ - - final Set parallelComputationEdges = new HashSet<>(); - for (EdgeInfo e : forSyDeSystemGraph.edgeSet()) { - if (e.hasTrait(EdgeTrait.PARALLEL_PARALLELCOMPUTATIONEDGE)) { - parallelComputationEdges.add(e); - } - } - // Finding the order of the combination functions inside mapSY (for the sake of Map-Split transformation) - final Graph combFunctionsGraph = new AsSubgraph<>(forSyDeSystemGraph, forSyDeSystemGraph.vertexSet(), parallelComputationEdges); - final ShortestPathAlgorithm shortestPathAlgorithm = new DijkstraShortestPath<>(combFunctionsGraph); - List combFunctionsHaskellSorted = new ArrayList<>(combFunctions); - combFunctionsHaskellSorted.sort((exe, exe2) -> { - final GraphPath path = shortestPathAlgorithm.getPath(exe.getViewedVertex(), exe2.getViewedVertex()); - if (exe == exe2) { - return 0; - } else if (path == null) { - return 1; - } else { - return -1; - } - }); - processesAndOrderedExecutables.put(SYMap.safeCast(v).get(), combFunctionsHaskellSorted); - - -// System.out.println(v.getIdentifier()); -// System.out.println(combFunctions.stream().map(VertexViewer::getIdentifier).collect(Collectors.joining(", "))); -// System.out.println(combFunctionsHaskellSorted.stream().map(VertexViewer::getIdentifier).collect(Collectors.joining(", "))); - while (combFunctionsHaskellSorted.size() < combFunctions.size()) { - boolean isNext = false; - final Executable exe = combFunctionsHaskellSorted.get(combFunctionsHaskellSorted.size() - 1); - for (Executable exe2 : combFunctions) { - if (!combFunctionsHaskellSorted.contains(exe2)) { - for (EdgeInfo e : forSyDeSystemGraph.getAllEdges(exe.getViewedVertex(), exe2.getViewedVertex())) { - if (e.hasTrait(EdgeTrait.PARALLEL_PARALLELCOMPUTATIONEDGE)) { - isNext = true; - } - } - if (isNext) { - combFunctionsHaskellSorted.add(exe2); - break; - } - } - } - } - } - } - - // Balanced-Tree (reduceV) pattern recognition - if (ReduceV.conforms(v)) { - System.out.println("---------------------Balanced-Tree------------------------"); - System.out.println(v.getIdentifier()); - // System.out.println(v.getIdentifier()); - } - - - } - - for (SYMap syMap : processesAndOrderedExecutables.keySet()) { - GreyBox root = null; - for (EdgeInfo e : forSyDeSystemGraph.incomingEdgesOf(syMap.getViewedVertex())){ - if (e.hasTrait(EdgeTrait.VISUALIZATION_VISUALCONTAINMENT)){ - final Vertex rootV = forSyDeSystemGraph.getEdgeSource(e); - root = GreyBox.safeCast(rootV).get(); + Set transformedGraphs = new HashSet<>(); + Deque transformedGraphsSearchTree = new ArrayDeque<>(); + MapSplitTransformer mapSplitTransformer = new MapSplitTransformer(); + MapsyMapvTransformer mapsyMapvTransformer = new MapsyMapvTransformer(); + MapsyReducevTransformer mapsyReducevTransformer = new MapsyReducevTransformer(); + ParameterizedMapsyMapvTransformer parameterizedMapsyMapvTransformer = new ParameterizedMapsyMapvTransformer(); + + ModelHandler modelHandler = new ModelHandler().registerTraitHierarchy(new ForSyDeHierarchy()).registerDriver(new KGTDriver()).registerSystemGraphMigrator(new TraitNamesFrom0_6To0_7()); + SystemGraph SystemGraph = modelHandler.loadModel(Paths.get("imageProcessingSY-gray.fiodl")); + //SystemGraph SystemGraph = modelHandler.loadModel(Paths.get("imageProcessing_migrated.fiodl")); + //SystemGraph SystemGraph = modelHandler.loadModel(Paths.get("imageProcessing_migrated_gray_hierarchy.fiodl")); + transformedGraphsSearchTree.add(SystemGraph); + //SystemGraph SystemGraph = ModelHandler.loadModel(Paths.get("maxBrightnessSY_transformed.fiodl")); + //SystemGraph SystemGraph = ModelHandler.loadModel(Paths.get("maxBrightnessMapVtransformedSY_transformed.fiodl")); + //SystemGraph SystemGraph = ModelHandler.loadModel(Paths.get("maxBrightnessMapVtransformedSYtransformedSY0_transformed.fiodl")); + + //Making the transformation tree with DFS (depth-first search) algorithm + //Making the transformation tree with Breadth First Search algorithm + int round = 0; + Files.createDirectories(Paths.get("out")); + while (!(transformedGraphsSearchTree.isEmpty())){ + SystemGraph graph = transformedGraphsSearchTree.poll(); + int transformedGraphsSearchTreeSize = transformedGraphsSearchTree.size(); + if (graph instanceof NamedSystemGraph) { + modelHandler.writeModel(graph, "out/" + ((NamedSystemGraph) graph).name + ".fiodl"); + modelHandler.writeModel(graph, "out/" + ((NamedSystemGraph) graph).name + ".kgt"); + + // ------------------------------Running IDeSyDe------------------------------------------------------- + String runPath = ((NamedSystemGraph) graph).name; + + Process process = new ProcessBuilder("./idesyde","-v","DEBUG","--x-total-time-out","60","--run-path","DSE-Results/" +runPath, "out/" + ((NamedSystemGraph) graph).name + ".fiodl", "bus_small_with_hwacc.fiodl").start(); + //--x-total-time-out + //--x-improvement-time-out + InputStream is = process.getInputStream(); + InputStreamReader isr = new InputStreamReader(is); + BufferedReader br = new BufferedReader(isr); + String line; + while ((line = br.readLine()) != null) { + System.out.println(line); } + process.waitFor(); + //-------------------------------------------------------------------------------------------------------- } - if (!processesAndOrderedExecutables.get(syMap).isEmpty() && processesAndOrderedExecutables.get(syMap).size() > 1) { - System.out.println("---------------------Map-Split----------------------------"); - System.out.println(syMap.getIdentifier() + ": "); - for (Executable executable : processesAndOrderedExecutables.get(syMap)) { - System.out.print(executable.getIdentifier() + "\t"); - } - System.out.println(); - // Map-Split transformation application - final ForSyDeSystemGraph transformedGraph = new ForSyDeSystemGraph().merge(forSyDeSystemGraph); - final List newSYMaps = new ArrayList<>(); - //Generating new SYMaps: mapSY(f), mapSY(g), ... - for (Executable executable : - processesAndOrderedExecutables.get(syMap)) { - final SYMap newSYMap = SYMap.enforce(transformedGraph.newVertex(executable.getIdentifier() + "transformedSY")); - newSYMap.insertCombFunctionsPort(transformedGraph, executable); - newSYMaps.add(newSYMap); - GreyBox newSYMapGB = GreyBox.enforce(newSYMap); - root.insertContainedPort(transformedGraph, newSYMapGB); - newSYMapGB.insertContainedPort(transformedGraph, Visualizable.enforce(executable)); - } - //Generating signals between the new SYMaps: the signal between mapSY(f) and mapSY(g), ... - for (int i = 0; i < newSYMaps.size() - 1; i++) { - final SYMap leftSYMap = newSYMaps.get(i); - final SYMap rightSYMap = newSYMaps.get(i + 1); - final SYSignal newSYSignal = SYSignal.enforce(transformedGraph.newVertex(leftSYMap.getIdentifier() + rightSYMap.getIdentifier() + "Sig")); - root.insertContainedPort(transformedGraph, Visualizable.enforce(newSYSignal)); - //working on this part - //for (int j = 0; j < processesAndOrderedExecutables.get(syMap).size() - 1; j++) { - final Executable exe1 = processesAndOrderedExecutables.get(syMap).get(i); - final Executable exe2 = processesAndOrderedExecutables.get(syMap).get(i + 1); - for (EdgeInfo e1 : forSyDeSystemGraph.outgoingEdgesOf(exe1.getViewedVertex())) { - final Vertex v1 = forSyDeSystemGraph.getEdgeTarget(e1); - for (EdgeInfo e2 : forSyDeSystemGraph.incomingEdgesOf(exe2.getViewedVertex())) { - final Vertex v2 = forSyDeSystemGraph.getEdgeSource(e2); - if (v1.getIdentifier() == v2.getIdentifier() && DataBlock.conforms(v1)) { - GreyBox.enforce(newSYSignal).insertContainedPort(transformedGraph, Visualizable.enforce(v1));; - transformedGraph.connect(newSYSignal.getViewedVertex(), v1, "input", "input", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - transformedGraph.connect(v1, newSYSignal.getViewedVertex(), "output", "output", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - - } - } - } - //} - //----------------------------------------------------------------------------------- - - leftSYMap.getViewedVertex().addPort("mapSplitTransformedOut"); - leftSYMap.setOutputPorts(List.of("mapSplitTransformedOut")); - //Connecting the incoming and outgoing edges of the combfunction of the newSYMap which is the executable - for (EdgeInfo e : forSyDeSystemGraph.outgoingEdgesOf(getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex())){ - final Vertex dstVertex = transformedGraph.getEdgeTarget(e); - if (e.hasTrait(EdgeTrait.VISUALIZATION_VISUALCONTAINMENT)) continue; - if (MapV.safeCast(getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).isPresent()) { - if (!(dstVertex == getOrderedChildren(forSyDeSystemGraph, MapV.safeCast(getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { - transformedGraph.connect(getOrderedChildren(transformedGraph, leftSYMap).get(0), leftSYMap, e.getSourcePort().get(), "mapSplitTransformedOut", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } - } - if (ReduceV.safeCast(getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).isPresent()) { - if (!(dstVertex == getOrderedChildren(forSyDeSystemGraph, ReduceV.safeCast(getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { - transformedGraph.connect(getOrderedChildren(transformedGraph, leftSYMap).get(0), leftSYMap, e.getSourcePort().get(), "mapSplitTransformedOut", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } - } - if (SYMap.safeCast(getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).isPresent()) { - if (!(dstVertex == getOrderedChildren(forSyDeSystemGraph, SYMap.safeCast(getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { - transformedGraph.connect(getOrderedChildren(transformedGraph, leftSYMap).get(0), leftSYMap, e.getSourcePort().get(), "mapSplitTransformedOut", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } + if (!transformedGraphs.contains(graph)) { + boolean greedyMatched = false; + if (!greedyMatched) { + for (SystemGraph g: mapSplitTransformer.applyTransform(graph)){ + if (!transformedGraphs.contains(g) && !greedyMatched) { + transformedGraphsSearchTree.add(g); + transformedGraphs.add(graph); + greedyMatched = true; } } - //-------------------------------------------------------- - rightSYMap.getViewedVertex().addPort("mapSplitTransformedIn"); - rightSYMap.setInputPorts(List.of("mapSplitTransformedIn")); - //Connecting the incoming and incomming edges of the combfunction of the newSYMap which is the executable - for (EdgeInfo e : forSyDeSystemGraph.incomingEdgesOf(getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex())){ - final Vertex srcVertex = transformedGraph.getEdgeTarget(e); - if (e.hasTrait(EdgeTrait.VISUALIZATION_VISUALCONTAINMENT)) continue; - if (e.getSourcePort().get().equals("combFunctions")) continue; - if (MapV.safeCast(getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).isPresent()) { - if (!(srcVertex == getOrderedChildren(forSyDeSystemGraph, MapV.safeCast(getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { - transformedGraph.connect(rightSYMap, getOrderedChildren(transformedGraph, rightSYMap).get(0), "mapSplitTransformedIn", e.getTargetPort().get(), EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } - } - if (ReduceV.safeCast(getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).isPresent()) { - if (!(srcVertex == getOrderedChildren(forSyDeSystemGraph, ReduceV.safeCast(getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { - transformedGraph.connect(rightSYMap, getOrderedChildren(transformedGraph, rightSYMap).get(0), "mapSplitTransformedIn", e.getTargetPort().get(), EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } - } - if (SYMap.safeCast(getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).isPresent()) { - if (!(srcVertex == getOrderedChildren(forSyDeSystemGraph, SYMap.safeCast(getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { - transformedGraph.connect(rightSYMap, getOrderedChildren(transformedGraph, rightSYMap).get(0), "mapSplitTransformedIn", e.getTargetPort().get(), EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } - } - } - newSYSignal.setInputPort(transformedGraph, "mapSplitTransformedOut", leftSYMap); - newSYSignal.setOutputPort(transformedGraph, rightSYMap, "mapSplitTransformedIn"); - transformedGraph.connect(leftSYMap,newSYSignal,"mapSplitTransformedOut", "input", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - transformedGraph.connect(newSYSignal,rightSYMap,"output", "mapSplitTransformedIn", EdgeTrait.VISUALIZATION_VISUALCONNECTION); - } - //Connecting the incoming edges to the original vertex to the first mapSY inside the Map-Split chain, - //and the outgoing edges to the original vertex to the last one in the chain - final SYMap firstSyMap = newSYMaps.get(0); - final SYMap lastSYMap = newSYMaps.get(newSYMaps.size() - 1); - for (String s : syMap.getInputPorts()) { - firstSyMap.getViewedVertex().addPort(s); } - for (String s : syMap.getOutputPorts()) { - lastSYMap.getViewedVertex().addPort(s); - } - firstSyMap.setInputPorts(syMap.getInputPorts()); - lastSYMap.setOutputPorts(syMap.getOutputPorts()); - - - outerloop1: - for (EdgeInfo e : transformedGraph.incomingEdgesOf(syMap.getViewedVertex())) { - if (e.hasTrait(EdgeTrait.MOC_ABSTRACTIONEDGE)) continue; - final Vertex srcVertex = transformedGraph.getEdgeSource(e); - if (e.getTargetPort().isPresent()) { //&& (!e.hasTrait(EdgeTrait.MOC_SY_SYDATAEDGE) || syMap.getInputPorts().contains(e.getTargetPort().get())) -// if (processesAndOrderedExecutables.get(syMap).get(0)) - firstSyMap.getViewedVertex().addPort(e.getTargetPort().get()); - if (e.getSourcePort().isPresent()) { - for (Executable executable: processesAndOrderedExecutables.get(syMap)){ - if (srcVertex == executable.getViewedVertex()){ - transformedGraph.connect(getOrderedChildren(transformedGraph, lastSYMap).get(0).getViewedVertex(), lastSYMap.getViewedVertex(), e.getSourcePort().get(),e.getTargetPort().get(), EdgeTrait.VISUALIZATION_VISUALCONNECTION); - continue outerloop1; - } - } - for (Trait t : e.edgeTraits) { - transformedGraph.connect(srcVertex, firstSyMap.getViewedVertex(), e.getSourcePort().get(), e.getTargetPort().get(), (EdgeTrait) t); - } - } else { - for (Trait t : e.edgeTraits) { - transformedGraph.connect(srcVertex, firstSyMap.getViewedVertex(), null, e.getTargetPort().get(), (EdgeTrait) t); - } - } - } else { - if (e.getSourcePort().isPresent()) { - for (SYMap newers : newSYMaps) { - for (Trait t : e.edgeTraits) { - transformedGraph.connect(srcVertex, newers.getViewedVertex(), e.getSourcePort().get(), (EdgeTrait) t); - } - } - } else { - for (SYMap newers : newSYMaps) { - for (Trait t : e.edgeTraits) { - transformedGraph.connect(srcVertex, newers.getViewedVertex(), (EdgeTrait) t); - } - } + if (!greedyMatched) { + for (SystemGraph g : mapsyMapvTransformer.applyTransform(graph)) { + if (!transformedGraphs.contains(g) && !greedyMatched) { + transformedGraphsSearchTree.add(g); + transformedGraphs.add(graph); + greedyMatched = true; } } - } - outerloop2: - for (EdgeInfo e : transformedGraph.outgoingEdgesOf(syMap.getViewedVertex())) { - if (e.hasTrait(EdgeTrait.VISUALIZATION_VISUALCONTAINMENT)) continue; - if (e.hasTrait(EdgeTrait.MOC_ABSTRACTIONEDGE)) continue; - final Vertex dstVertex = transformedGraph.getEdgeTarget(e); - if (e.getSourcePort().isPresent()) { - lastSYMap.getViewedVertex().addPort(e.getSourcePort().get()); - if (e.getTargetPort().isPresent()) { - for (Executable executable: processesAndOrderedExecutables.get(syMap)){ - if (dstVertex == executable.getViewedVertex()){ - transformedGraph.connect(firstSyMap.getViewedVertex(),getOrderedChildren(transformedGraph, firstSyMap).get(0).getViewedVertex(), e.getSourcePort().get(),e.getTargetPort().get(), EdgeTrait.VISUALIZATION_VISUALCONNECTION); - continue outerloop2; - } - } - for (Trait t : e.edgeTraits) { - transformedGraph.connect(lastSYMap.getViewedVertex(), dstVertex, e.getSourcePort().get(), e.getTargetPort().get(), (EdgeTrait) t); - } - } else { - for (Trait t : e.edgeTraits) { - transformedGraph.connect(lastSYMap.getViewedVertex(), dstVertex, e.getSourcePort().get(), (EdgeTrait) t); - } - } - } else { - if (e.getTargetPort().isPresent()) { - for (SYMap newers : newSYMaps) { - for (Trait t : e.edgeTraits) { - transformedGraph.connect(newers.getViewedVertex(), dstVertex, null, e.getTargetPort().get(), (EdgeTrait) t); - } - } - } else { - for (SYMap newers : newSYMaps) { - for (Trait t : e.edgeTraits) { - transformedGraph.connect(newers.getViewedVertex(), dstVertex, (EdgeTrait) t); - } - } + + if (!greedyMatched) { + for (SystemGraph g : mapsyReducevTransformer.applyTransform(graph)) { + if (!transformedGraphs.contains(g) && !greedyMatched) { + transformedGraphsSearchTree.add(g); + transformedGraphs.add(graph); + greedyMatched = true; } } } - //Removing signals inside mapSY -// for (int i = 0; i < processesAndOrderedExecutables.get(syMap).size() - 1; i++) { -// final Executable exe1 = processesAndOrderedExecutables.get(syMap).get(i); -// final Executable exe2 = processesAndOrderedExecutables.get(syMap).get(i + 1); -// for (EdgeInfo e1 : forSyDeSystemGraph.outgoingEdgesOf(exe1.getViewedVertex())) { -// final Vertex v1 = forSyDeSystemGraph.getEdgeTarget(e1); -// for (EdgeInfo e2 : forSyDeSystemGraph.incomingEdgesOf(exe2.getViewedVertex())) { -// final Vertex v2 = forSyDeSystemGraph.getEdgeSource(e2); -// if (v1.getIdentifier() == v2.getIdentifier() && DataBlock.conforms(v1)) { -// transformedGraph.removeVertex(v1); -// } +// if (!greedyMatched) { +// for (SystemGraph g : parameterizedMapsyMapvTransformer.applyTransform(graph)) { +// if (!transformedGraphs.contains(g) && !greedyMatched) { +// transformedGraphsSearchTree.add(g); +// transformedGraphs.add(graph); +// greedyMatched = true; // } // } // } - //Removing the original mapSY as well as hierarchy inside it besides the signals. - transformedGraph.removeVertex(syMap.getViewedVertex()); - //Writing the transformed graphs - forSyDeModelHandler.writeModel(transformedGraph, syMap.getIdentifier() + "_transformed.fiodl"); - forSyDeModelHandler.writeModel(transformedGraph, syMap.getIdentifier() + "_transformed.kgt"); - +// if (transformedGraphsSearchTreeSize == transformedGraphsSearchTree.size()){ +// // ------------------------------Running IDeSyDe------------------------------------------------------- +// String runPath = ((NamedSystemGraph) graph).name; +// +// Process process = new ProcessBuilder("./idesyde","-v","DEBUG","--run-path","DSE-Results/" +runPath, "out/" + ((NamedSystemGraph) graph).name + ".fiodl", "bus_small_with_hwacc.fiodl").start(); +// +// InputStream is = process.getInputStream(); +// InputStreamReader isr = new InputStreamReader(is); +// BufferedReader br = new BufferedReader(isr); +// String line; +// while ((line = br.readLine()) != null) { +// System.out.println(line); +// } +// process.waitFor(); +// //-------------------------------------------------------------------------------------------------------- +// } } - + System.out.println("Round done with " + transformedGraphs.size() + " transformed graphs"); + round = round +1; } - forSyDeModelHandler.writeModel(forSyDeSystemGraph, "visual.kgt"); - } - //Removing the original mapSY as well as hierarchy inside it besides the signals. - static protected void deleteHierarchy(ForSyDeSystemGraph m, Vertex v) { - MapV.safeCast(v).ifPresent(mapV -> { - for (Executable child : mapV.getKernelsPort(m)) { - deleteHierarchy(m, child.getViewedVertex()); - } - }); - ReduceV.safeCast(v).ifPresent(reduceV -> { - for (Executable child : reduceV.getKernelsPort(m)) { - deleteHierarchy(m, child.getViewedVertex()); - } - }); - SYMap.safeCast(v).ifPresent(syMap -> { - for (Executable child : syMap.getCombFunctionsPort(m)) { - deleteHierarchy(m, child.getViewedVertex()); - } - }); - int i=0; - for (EdgeInfo e : m.incomingEdgesOf(v)){ - if(e.getSourcePort().isPresent()) { - if (e.getSourcePort().get().equals("kernels") ||e.getSourcePort().get().equals("combFunctions")) - i+=1; - } - } - if (i<=1) - m.removeVertex(v); - } +// Files.createDirectories(Paths.get("out")); +// for (SystemGraph g: transformedGraphs){ +// if (g instanceof NamedSystemGraph) { +// modelHandler.writeModel(g, "out/" + ((NamedSystemGraph) g).name + ".fiodl"); +// modelHandler.writeModel(g, "out/" + ((NamedSystemGraph) g).name + ".kgt"); +// } +// } + //------------------------------------END--------------------------------------------------------------------- - static int countParents(ForSyDeSystemGraph m , Vertex v) { - int i = 0; - for (EdgeInfo e : m.incomingEdgesOf(v)){ - if(e.getSourcePort().isPresent()) { - if (e.getSourcePort().get().equals("kernels") ||e.getSourcePort().get().equals("combFunctions")) { - final int numParents = countParents(m, m.getEdgeSource(e)); - } - } - } - return i; + modelHandler.writeModel(SystemGraph, "visual.kgt"); } - static List getOrderedChildren(ForSyDeSystemGraph m, SYMap v) { - Set children = new HashSet<>(); - for (Executable e : v.getCombFunctionsPort(m)) { - children.add(e.getViewedVertex()); - } - final Graph combFunctionsGraph = new AsSubgraph<>(m, children); - final ShortestPathAlgorithm shortestPathAlgorithm = new DijkstraShortestPath<>(combFunctionsGraph); - List childrenSorted = new ArrayList<>(v.getCombFunctionsPort(m)); - childrenSorted.sort((exe, exe2) -> { - final GraphPath path = shortestPathAlgorithm.getPath(exe.getViewedVertex(), exe2.getViewedVertex()); - if (exe == exe2) { - return 0; - } else if (path == null) { - return 1; - } else { - return -1; - } - }); - return childrenSorted; - } - static List getOrderedChildren(ForSyDeSystemGraph m, MapV v) { - Set children = new HashSet<>(); - for (Executable e : v.getKernelsPort(m)) { - children.add(e.getViewedVertex()); - } - final Graph combFunctionsGraph = new AsSubgraph<>(m, children); - final ShortestPathAlgorithm shortestPathAlgorithm = new DijkstraShortestPath<>(combFunctionsGraph); - List childrenSorted = new ArrayList<>(v.getKernelsPort(m)); - childrenSorted.sort((exe, exe2) -> { - final GraphPath path = shortestPathAlgorithm.getPath(exe.getViewedVertex(), exe2.getViewedVertex()); - if (exe == exe2) { - return 0; - } else if (path == null) { - return 1; - } else { - return -1; - } - }); - return childrenSorted; - } - - static List getOrderedChildren(ForSyDeSystemGraph m, ReduceV v) { - Set children = new HashSet<>(); - for (Executable e : v.getKernelsPort(m)) { - children.add(e.getViewedVertex()); - } - final Graph combFunctionsGraph = new AsSubgraph<>(m, children); - final ShortestPathAlgorithm shortestPathAlgorithm = new DijkstraShortestPath<>(combFunctionsGraph); - List childrenSorted = new ArrayList<>(v.getKernelsPort(m)); - childrenSorted.sort((exe, exe2) -> { - final GraphPath path = shortestPathAlgorithm.getPath(exe.getViewedVertex(), exe2.getViewedVertex()); - if (exe == exe2) { - return 0; - } else if (path == null) { - return 1; - } else { - return -1; - } - }); - return childrenSorted; - } } - diff --git a/src/main/java/patternMatch/Transformer.java b/src/main/java/patternMatch/Transformer.java new file mode 100644 index 0000000..36ec16d --- /dev/null +++ b/src/main/java/patternMatch/Transformer.java @@ -0,0 +1,144 @@ +package patternMatch; + +import forsyde.io.core.EdgeInfo; +import forsyde.io.core.SystemGraph; +import forsyde.io.core.Vertex; +import forsyde.io.core.VertexViewer; +import forsyde.io.lib.hierarchy.ForSyDeHierarchy; +import forsyde.io.lib.hierarchy.behavior.BehaviourEntity; +import forsyde.io.lib.hierarchy.behavior.FunctionLikeEntity; +import forsyde.io.lib.hierarchy.behavior.moc.sy.SYMap; +import forsyde.io.lib.hierarchy.behavior.parallel.InterleaveV; +import forsyde.io.lib.hierarchy.behavior.parallel.MapV; +import forsyde.io.lib.hierarchy.behavior.parallel.ReduceV; +import forsyde.io.lib.hierarchy.behavior.parallel.Vectorizable; +import org.jgrapht.Graph; +import org.jgrapht.GraphPath; +import org.jgrapht.alg.interfaces.ShortestPathAlgorithm; +import org.jgrapht.alg.shortestpath.DijkstraShortestPath; +import org.jgrapht.graph.AsSubgraph; + +import java.util.ArrayList; +import java.util.HashSet; +import java.util.List; +import java.util.Set; +import java.util.stream.Collectors; +import java.util.stream.Stream; + +public interface Transformer { + + Set applyTransform(SystemGraph systemGraph); + + default void deleteHierarchy(SystemGraph m, Vertex v) { + ForSyDeHierarchy.MapV.tryView(m, v).ifPresent(mapV -> { + for (FunctionLikeEntity child : mapV.kernels()) { + deleteHierarchy(m, child.getViewedVertex()); + } + }); + ForSyDeHierarchy.ReduceV.tryView(m, v).ifPresent(reduceV -> { + for (FunctionLikeEntity child : reduceV.kernels()) { + deleteHierarchy(m, child.getViewedVertex()); + } + }); + ForSyDeHierarchy.SYMap.tryView(m, v).ifPresent(syMap -> { + for (FunctionLikeEntity child : syMap.combFunctions()) { + deleteHierarchy(m, child.getViewedVertex()); + } + }); + int i=0; + for (EdgeInfo e : m.incomingEdgesOf(v)){ + if(e.hasTrait(ForSyDeHierarchy.EdgeTraits.BehaviourCompositionEdge)) { + i+=1; +// if (e.getSourcePort().get().equals("kernels") ||e.getSourcePort().get().equals("combFunctions")) + } + } + if (i<=1) + m.removeVertex(v); + } + + default int countParents(SystemGraph m , Vertex v) { + int i = 0; + for (EdgeInfo e : m.incomingEdgesOf(v)){ + if(e.getSourcePort().isPresent()) { + if (e.getSourcePort().get().equals("kernels") ||e.getSourcePort().get().equals("combFunctions")) { + final int numParents = countParents(m, m.getEdgeSource(e)); + } + } + } + return i; + } + + default List getOrderedChildren(SystemGraph m, SYMap v) { + Set children = new HashSet<>(); + for (FunctionLikeEntity e : v.combFunctions()) { + children.add(e.getViewedVertex()); + } + final Graph combFunctionsGraph = new AsSubgraph<>(m, children); + final ShortestPathAlgorithm shortestPathAlgorithm = new DijkstraShortestPath<>(combFunctionsGraph); + List childrenSorted = new ArrayList<>(v.combFunctions()); + childrenSorted.sort((exe, exe2) -> { + final GraphPath path = shortestPathAlgorithm.getPath(exe.getViewedVertex(), exe2.getViewedVertex()); + if (exe == exe2) { + return 0; + } else if (path == null) { + return 1; + } else { + return -1; + } + }); + return childrenSorted; + } + + default List getOrderedChildren(SystemGraph m, MapV v) { + Set children = new HashSet<>(); + for (FunctionLikeEntity e : v.kernels()) { + children.add(e.getViewedVertex()); + } + + for (Vertex v1: m.vertexSet() ){ + ForSyDeHierarchy.Vectorizable.tryView(m, v1).ifPresent(vectorizableViewer -> { + children.add(v1); + }); + } + final Graph combFunctionsGraph = new AsSubgraph<>(m, children); + final ShortestPathAlgorithm shortestPathAlgorithm = new DijkstraShortestPath<>(combFunctionsGraph); + List childrenSorted = new ArrayList<>(v.kernels()); + childrenSorted.sort((src, dst) -> { + final GraphPath src2dst = shortestPathAlgorithm.getPath(src.getViewedVertex(), dst.getViewedVertex()); + final GraphPath dst2src = shortestPathAlgorithm.getPath(dst.getViewedVertex(), src.getViewedVertex()); + if (src == dst) { + return 0; + } else if (src2dst != null && dst2src != null) { + return src2dst.getLength() - dst2src.getLength(); + } else if (src2dst != null) { + return -1; + } else if (dst2src != null) { + return 1; + } else { + return 0; + } + }); + return childrenSorted; + } + + default List getOrderedChildren(SystemGraph m, ReduceV v) { + Set children = new HashSet<>(); + for (FunctionLikeEntity e : v.kernels()) { + children.add(e.getViewedVertex()); + } + final Graph combFunctionsGraph = new AsSubgraph<>(m, children); + final ShortestPathAlgorithm shortestPathAlgorithm = new DijkstraShortestPath<>(combFunctionsGraph); + List childrenSorted = new ArrayList<>(v.kernels()); + childrenSorted.sort((exe, exe2) -> { + final GraphPath path = shortestPathAlgorithm.getPath(exe.getViewedVertex(), exe2.getViewedVertex()); + if (exe == exe2) { + return 0; + } else if (path == null) { + return 1; + } else { + return -1; + } + }); + return childrenSorted; + } +} From d66422ece2dee18c25fd2d220a6109cc0be6ae6b Mon Sep 17 00:00:00 2001 From: Fahimeh Bahrami Date: Sat, 12 Oct 2024 10:30:31 +0200 Subject: [PATCH 2/4] ForSyDe IO model of the cloud detection application is added - A1v0_ForSyDeIO.fiodl --- A1v0_ForSyDeIO.fiodl | 889 +++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 889 insertions(+) create mode 100644 A1v0_ForSyDeIO.fiodl diff --git a/A1v0_ForSyDeIO.fiodl b/A1v0_ForSyDeIO.fiodl new file mode 100644 index 0000000..2a5033e --- /dev/null +++ b/A1v0_ForSyDeIO.fiodl @@ -0,0 +1,889 @@ +systemgraph { + vertex "threshold1" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYMap, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, moc::sy::SYMap, visualization::GreyBox] + (combFunctions, contained, threshold1Sig, Ired) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "comparison": 64_l + } + }, + "maxSizeInBits": { + "impl1": 0_l + }, + "outputPorts": [ + "threshold1Sig" + ], + "inputPorts": [ + "Ired" + ] + } + vertex "threshold1MapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, threshold1Sig, Ired, kernels) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "comparison": 64_l + } + }, + "maxSizeInBits": { + "impl1": 0_l + }, + "outputPorts": [ + "threshold1Sig" + ], + "inputPorts": [ + "Ired" + ] + } +vertex "threshold1MapMapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, threshold1Sig, Ired, kernels) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "comparison": 8_l + } + }, + "maxSizeInBits": { + "impl1": 0_l + }, + "outputPorts": [ + "threshold1Sig" + ], + "inputPorts": [ + "Ired" + ] + } + vertex "threshold" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::implementation::code::HasANSICImplementations, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::ANSICBlackBoxExecutable, impl::InstrumentedExecutable, visualization::VisualizableWithProperties] + (value, res) + { + "visualizedPropertiesNames": [ + "inlinedCode" + ], + "computationalRequirements": { + "impl1": { + "comparison": 1_l + } + }, + "maxSizeInBits": { + "impl1": 0_l + }, + "outputArgumentPorts": [ + "res" + ], + "returnPort": "res", + "inlinedCodes": { + "generic": "res = value > lambda ? 1 : 0;" + }, + "inlinedCode": "res = value > lambda ? 1 : 0;", + "outputPorts": [ + "res" + ], + "inputPorts": [ + "value" + ], + "inputArgumentPorts": [ + "value" + ], + "operationRequirements": { + "impl1": { + "comparison": 1_l + } + }, + "sizeInBits": 0_l + } + + vertex "threshold2" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYMap, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, moc::sy::SYMap, visualization::GreyBox] + (combFunctions, contained, threshold2Sig, Iblue) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "comparison": 64_l + } + }, + "maxSizeInBits": {"impl1": 0_l}, + "outputPorts": [ + "threshold2Sig" + ], + "inputPorts": [ + "Iblue" + ] + } + vertex "threshold2MapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, threshold2Sig, Iblue, kernels) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "comparison": 64_l + } + }, + "maxSizeInBits": {"impl1": 0_l}, + "outputPorts": [ + "threshold2Sig" + ], + "inputPorts": [ + "Iblue" + ] + } + +vertex "threshold2MapMapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, threshold2Sig, Iblue, kernels) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "comparison": 8_l + } + }, + "maxSizeInBits": {"impl1": 0_l}, + "outputPorts": [ + "threshold2Sig" + ], + "inputPorts": [ + "Iblue" + ] + } + + vertex "threshold3" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYMap, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, moc::sy::SYMap, visualization::GreyBox] + (combFunctions, contained, threshold3Sig, Igreen) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "comparison": 64_l + } + }, + "maxSizeInBits": {"impl1": 0_l}, + "outputPorts": [ + "threshold3Sig" + ], + "inputPorts": [ + "Igreen" + ] + } + vertex "threshold3MapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, threshold3Sig, Igreen, kernels) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "comparison": 64_l + } + }, + "maxSizeInBits": {"impl1": 0_l}, + "outputPorts": [ + "threshold3Sig" + ], + "inputPorts": [ + "Igreen" + ] + } + +vertex "threshold3MapMapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, threshold3Sig, Igreen, kernels) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "comparison": 8_l + } + }, + "maxSizeInBits": {"impl1": 0_l}, + "outputPorts": [ + "threshold3Sig" + ], + "inputPorts": [ + "Igreen" + ] + } + + vertex "multiplyBands" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYMap, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, moc::sy::SYMap, visualization::GreyBox] + (combFunctions, contained, threshold1Sig, threshold2Sig, threshold3Sig, multiplyBandsSig) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "intMulti": 128_l + } + }, + "maxSizeInBits": {"impl1": 0_l}, + "outputPorts": [ + "multiplyBandsSig" + ], + "inputPorts": [ + "threshold1Sig", + "threshold2Sig", + "threshold3Sig" + ] + } + vertex "multiplyBandsMapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, threshold1Sig, threshold2Sig, threshold3Sig, multiplyBandsSig, kernels) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "intMulti": 128_l + } + }, + "maxSizeInBits": {"impl1": 0_l}, + "outputPorts": [ + "multiplyBandsSig" + ], + "inputPorts": [ + "threshold1Sig", + "threshold2Sig", + "threshold3Sig" + ] + } + + vertex "multiplyBandsMapMapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, threshold1Sig, threshold2Sig, threshold3Sig, multiplyBandsSig, kernels) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "intMulti": 16_l + } + }, + "maxSizeInBits": {"impl1": 0_l}, + "outputPorts": [ + "multiplyBandsSig" + ], + "inputPorts": [ + "threshold1Sig", + "threshold2Sig", + "threshold3Sig" + ] + } + + vertex "intMult" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::implementation::code::HasANSICImplementations, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::ANSICBlackBoxExecutable, impl::InstrumentedExecutable, visualization::VisualizableWithProperties] + (a, b, c, res) + { + "visualizedPropertiesNames": [ + "inlinedCode" + ], + "computationalRequirements": { + "impl1": { + "intMulti": 2_l + } + }, + "maxSizeInBits": { + "impl1": 0_l + }, + "outputArgumentPorts": [ + "res" + ], + "returnPort": "res", + "inlinedCodes": { + "generic": "res = a*b*c;" + }, + "inlinedCode": "res = a*b*c;", + "outputPorts": [ + "res" + ], + "inputPorts": [ + "a", + "b", + "c" + ], + "inputArgumentPorts": [ + "a", + "b", + "c" + ], + "operationRequirements": { + "impl1": { + "intMulti": 2_l + } + }, + "sizeInBits": 0_l + } + + vertex "summation" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYMap, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, moc::sy::SYMap, visualization::GreyBox] + (combFunctions, contained, multiplyBandsSig, summationSig) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "intAdd": 48_l + } + }, + "maxSizeInBits": {"impl1": 0_l}, + "outputPorts": [ + "summationSig" + ], + "inputPorts": [ + "multiplyBandsSig" + ] + } + vertex "summationMapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, multiplyBandsSig, summationSig, kernels) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "intAdd": 48_l + } + }, + "maxSizeInBits": {"impl1": 0_l}, + "outputPorts": [ + "summationSig" + ], + "inputPorts": [ + "multiplyBandsSig" + ] + } + + vertex "summationMapReduceV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::ReduceV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::ReduceV, visualization::GreyBox] + (contained, multiplyBandsSig, summationSig, kernels) + { + "inputArray": "grayMapMapMapVec", + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "intAdd": 3_l + } + }, + "maxSizeInBits": {"impl1": 0_l}, + "outputPorts": [ + "summationSig" + ], + "inputPorts": [ + "multiplyBandsSig" + ], + "outputScalar": "summationSig" + } + + vertex "intAdd" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::implementation::code::HasANSICImplementations, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::ANSICBlackBoxExecutable, impl::InstrumentedExecutable, visualization::VisualizableWithProperties] + (res, a, b) + { + "visualizedPropertiesNames": [ + "inlinedCode" + ], + "computationalRequirements": { + "impl1": { + "intAdd": 1_l + } + }, + "maxSizeInBits": { + "impl1": 0_l + }, + "outputArgumentPorts": [ + "res" + ], + "returnPort": "res", + "inlinedCodes": { + "generic": "res = a+b;" + }, + "inlinedCode": "res = a+b;", + "outputPorts": [ + "res" + ], + "inputPorts": [ + "a", + "b" + ], + "inputArgumentPorts": [ + "a", + "b" + ], + "operationRequirements": { + "impl1": { + "intAdd": 1_l + } + }, + "sizeInBits": 0_l + } + + + vertex "threshold4" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::moc::sy::SYMap, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, moc::sy::SYMap, visualization::GreyBox] + (combFunctions, contained, summationSig, outSig) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "comparison": 16_l + } + }, + "maxSizeInBits": {"impl1": 0_l}, + "outputPorts": [ + "outSig" + ], + "inputPorts": [ + "summationSig" + ] + } + vertex "threshold4MapV" + [forsyde::io::lib::hierarchy::behavior::BehaviourEntity, forsyde::io::lib::hierarchy::behavior::FunctionLikeEntity, forsyde::io::lib::hierarchy::behavior::parallel::MapV, forsyde::io::lib::hierarchy::implementation::functional::InstrumentedBehaviour, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::Executable, parallel::MapV, visualization::GreyBox] + (contained, summationSig, outSig, kernels) + { + "visualizedPropertiesNames": [ + + ], + "computationalRequirements": { + "impl1": { + "comparison": 16_l + } + }, + "maxSizeInBits": {"impl1": 0_l}, + "outputPorts": [ + "outSig" + ], + "inputPorts": [ + "summationSig" + ] + } + + vertex "Ired" + [forsyde::io::lib::hierarchy::behavior::moc::sy::SYSignal, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::DataBlock, moc::sy::SYSignal, visualization::GreyBox] + (contained, dataType, input, output) + { + "visualizedPropertiesNames": [ + + ], + "maxSizeInBits": 0_l, + "sizeInBits": 0_l + } + vertex "IredV" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 8_i, + 8_i + ], + "sizeInBits": 0_l + } + + vertex "Iblue" + [forsyde::io::lib::hierarchy::behavior::moc::sy::SYSignal, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::DataBlock, moc::sy::SYSignal, visualization::GreyBox] + (contained, dataType, input, output) + { + "visualizedPropertiesNames": [ + + ], + "maxSizeInBits": 0_l, + "sizeInBits": 0_l + } + vertex "IblueV" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 8_i, + 8_i + ], + "sizeInBits": 0_l + } + + vertex "Igreen" + [forsyde::io::lib::hierarchy::behavior::moc::sy::SYSignal, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::DataBlock, moc::sy::SYSignal, visualization::GreyBox] + (contained, dataType, input, output) + { + "visualizedPropertiesNames": [ + + ], + "maxSizeInBits": 0_l, + "sizeInBits": 0_l + } + vertex "IgreenV" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 8_i, + 8_i + ], + "sizeInBits": 0_l + } + + vertex "threshold1Sig" + [forsyde::io::lib::hierarchy::behavior::moc::sy::SYSignal, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::DataBlock, moc::sy::SYSignal, visualization::GreyBox] + (contained, dataType, input, output) + { + "visualizedPropertiesNames": [ + + ], + "maxSizeInBits": 0_l, + "sizeInBits": 0_l + } + vertex "threshold1SigV" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 8_i, + 8_i + ], + "sizeInBits": 0_l + } + + vertex "threshold2Sig" + [forsyde::io::lib::hierarchy::behavior::moc::sy::SYSignal, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::DataBlock, moc::sy::SYSignal, visualization::GreyBox] + (contained, dataType, input, output) + { + "visualizedPropertiesNames": [ + + ], + "maxSizeInBits": 0_l, + "sizeInBits": 0_l + } + vertex "threshold2SigV" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 8_i, + 8_i + ], + "sizeInBits": 0_l + } + + vertex "threshold3Sig" + [forsyde::io::lib::hierarchy::behavior::moc::sy::SYSignal, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::DataBlock, moc::sy::SYSignal, visualization::GreyBox] + (contained, dataType, input, output) + { + "visualizedPropertiesNames": [ + + ], + "maxSizeInBits": 0_l, + "sizeInBits": 0_l + } + vertex "threshold3SigV" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 8_i, + 8_i + ], + "sizeInBits": 0_l + } + + vertex "multiplyBandsSig" + [forsyde::io::lib::hierarchy::behavior::moc::sy::SYSignal, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::DataBlock, moc::sy::SYSignal, visualization::GreyBox] + (contained, dataType, input, output) + { + "visualizedPropertiesNames": [ + + ], + "maxSizeInBits": 0_l, + "sizeInBits": 0_l + } + vertex "multiplyBandsSigV" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 16_i, + 4_i + ], + "sizeInBits": 0_l + } + + vertex "summationSig" + [forsyde::io::lib::hierarchy::behavior::moc::sy::SYSignal, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::DataBlock, moc::sy::SYSignal, visualization::GreyBox] + (contained, dataType, input, output) + { + "visualizedPropertiesNames": [ + + ], + "maxSizeInBits": 0_l, + "sizeInBits": 0_l + } + vertex "summationSigV" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 16_i + ], + "sizeInBits": 0_l + } + + vertex "outSig" + [forsyde::io::lib::hierarchy::behavior::moc::sy::SYSignal, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::GreyBox, impl::DataBlock, moc::sy::SYSignal, visualization::GreyBox] + (contained, dataType, input, output) + { + "visualizedPropertiesNames": [ + + ], + "maxSizeInBits": 0_l, + "sizeInBits": 0_l + } + vertex "outSigV" + [forsyde::io::lib::hierarchy::behavior::parallel::Vectorizable, forsyde::io::lib::hierarchy::implementation::functional::RegisterLike, forsyde::io::lib::hierarchy::visualization::VisualizableWithProperties, impl::DataBlock, parallel::Vectorizable, visualization::VisualizableWithProperties] + (input, output) + { + "visualizedPropertiesNames": [ + "dimensions" + ], + "maxSizeInBits": 0_l, + "dimensions": [ + 16_i + ], + "sizeInBits": 0_l + } + + vertex "application" + [forsyde::io::lib::hierarchy::visualization::GreyBox, visualization::GreyBox] + (contained) + {} + + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "Ired" port "input" to "IredV" port "input" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "IredV" port "output" to "Ired" port "output" + + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "Iblue" port "input" to "IblueV" port "input" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "IblueV" port "output" to "Iblue" port "output" + + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "Igreen" port "input" to "IgreenV" port "input" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "IgreenV" port "output" to "Igreen" port "output" + + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold1Sig" port "input" to "threshold1SigV" port "input" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold1SigV" port "output" to "threshold1Sig" port "output" + + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold2Sig" port "input" to "threshold2SigV" port "input" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold2SigV" port "output" to "threshold2Sig" port "output" + + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold3Sig" port "input" to "threshold3SigV" port "input" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold3SigV" port "output" to "threshold3Sig" port "output" + + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "multiplyBandsSig" port "input" to "multiplyBandsSigV" port "input" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "multiplyBandsSigV" port "output" to "multiplyBandsSig" port "output" + + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "summationSig" port "input" to "summationSigV" port "input" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "summationSigV" port "output" to "summationSig" port "output" + + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "outSig" port "input" to "outSigV" port "input" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "outSigV" port "output" to "outSig" port "output" + + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "Ired" port "output" to "threshold1" port "Ired" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold1" port "threshold1Sig" to "threshold1Sig" port "input" + + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "Iblue" port "output" to "threshold2" port "Iblue" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold2" port "threshold2Sig" to "threshold2Sig" port "input" + + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "Igreen" port "output" to "threshold3" port "Igreen" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold3" port "threshold3Sig" to "threshold3Sig" port "input" + + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold1Sig" port "output" to "multiplyBands" port "threshold1Sig" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold2Sig" port "output" to "multiplyBands" port "threshold2Sig" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold3Sig" port "output" to "multiplyBands" port "threshold3Sig" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "multiplyBands" port "multiplyBandsSig" to "multiplyBandsSig" port "input" + + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "multiplyBandsSig" port "output" to "summation" port "multiplyBandsSig" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "summation" port "summationSig" to "summationSig" port "input" + + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "summationSig" port "output" to "threshold4" port "summationSig" + edge [forsyde::io::lib::hierarchy::behavior::moc::sy::SYNetworkEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold4" port "outSig" to "outSig" port "input" + + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold1" port "Ired" to "threshold1MapV" port "Ired" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold1MapV" port "Ired" to "threshold1MapMapV" port "Ired" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold1MapMapV" port "Ired" to "threshold" port "value" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold1MapMapV" port "threshold1Sig" to "threshold1MapV" port "threshold1Sig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold1MapV" port "threshold1Sig" to "threshold1" port "threshold1Sig" + + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold2" port "Iblue" to "threshold2MapV" port "Iblue" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold2MapV" port "Iblue" to "threshold2MapMapV" port "Iblue" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold2MapMapV" port "Iblue" to "threshold" port "value" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold2MapMapV" port "threshold2Sig" to "threshold2MapV" port "threshold2Sig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold2MapV" port "threshold2Sig" to "threshold2" port "threshold2Sig" + + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold3" port "Igreen" to "threshold3MapV" port "Igreen" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold3MapV" port "Igreen" to "threshold3MapMapV" port "Igreen" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold3MapMapV" port "Igreen" to "threshold" port "value" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold3MapMapV" port "threshold3Sig" to "threshold3MapV" port "threshold3Sig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold3MapV" port "threshold3Sig" to "threshold3" port "threshold3Sig" + + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "multiplyBands" port "threshold1Sig" to "multiplyBandsMapV" port "threshold1Sig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "multiplyBands" port "threshold2Sig" to "multiplyBandsMapV" port "threshold2Sig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "multiplyBands" port "threshold3Sig" to "multiplyBandsMapV" port "threshold3Sig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "multiplyBandsMapV" port "threshold1Sig" to "multiplyBandsMapMapV" port "threshold1Sig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "multiplyBandsMapV" port "threshold2Sig" to "multiplyBandsMapMapV" port "threshold2Sig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "multiplyBandsMapV" port "threshold3Sig" to "multiplyBandsMapMapV" port "threshold3Sig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "multiplyBandsMapMapV" port "threshold1Sig" to "intMult" port "a" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "multiplyBandsMapMapV" port "threshold2Sig" to "intMult" port "b" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "multiplyBandsMapMapV" port "threshold3Sig" to "intMult" port "c" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "multiplyBandsMapMapV" port "multiplyBandsSig" to "multiplyBandsMapV" port "multiplyBandsSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "multiplyBandsMapV" port "multiplyBandsSig" to "multiplyBands" port "multiplyBandsSig" + + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "summation" port "multiplyBandsSig" to "summationMapV" port "multiplyBandsSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "summationMapV" port "multiplyBandsSig" to "summationMapReduceV" port "multiplyBandsSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "summationMapReduceV" port "summationSig" to "summationMapV" port "summationSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "summationMapV" port "summationSig" to "summation" port "summationSig" + + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold4" port "summationSig" to "threshold4MapV" port "summationSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold4MapV" port "summationSig" to "threshold" port "value" + edge [forsyde::io::lib::hierarchy::visualization::VisualConnection] from "threshold4MapV" port "outSig" to "threshold4" port "outSig" + + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "threshold1" port "combFunctions" to "threshold1MapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "threshold2" port "combFunctions" to "threshold2MapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "threshold3" port "combFunctions" to "threshold3MapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "multiplyBands" port "combFunctions" to "multiplyBandsMapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "summation" port "combFunctions" to "summationMapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge] from "threshold4" port "combFunctions" to "threshold4MapV" + + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "threshold1MapV" port "kernels" to "threshold1MapMapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "threshold2MapV" port "kernels" to "threshold2MapMapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "threshold3MapV" port "kernels" to "threshold3MapMapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "threshold1MapMapV" port "kernels" to "threshold" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "threshold2MapMapV" port "kernels" to "threshold" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "threshold3MapMapV" port "kernels" to "threshold" + + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "multiplyBandsMapV" port "kernels" to "multiplyBandsMapMapV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "multiplyBandsMapMapV" port "kernels" to "intMult" + + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "summationMapV" port "kernels" to "summationMapReduceV" + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "summationMapReduceV" port "kernels" to "intAdd" + + edge [forsyde::io::lib::hierarchy::behavior::BehaviourCompositionEdge,forsyde::io::lib::hierarchy::visualization::VisualConnection,parallel::ParallelContainerEdge] from "threshold4MapV" port "kernels" to "threshold" + + + + + + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "Ired" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "Igreen" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "Iblue" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "threshold1Sig" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "threshold2Sig" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "threshold3Sig" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "multiplyBandsSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "summationSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "outSig" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "threshold1" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "threshold2" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "threshold3" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "multiplyBands" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "summation" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "application" port "contained" to "threshold4" + + + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "Ired" port "contained" to "IredV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "Iblue" port "contained" to "IblueV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "Igreen" port "contained" to "IgreenV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "threshold1Sig" port "contained" to "threshold1SigV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "threshold2Sig" port "contained" to "threshold2SigV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "threshold3Sig" port "contained" to "threshold3SigV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "multiplyBandsSig" port "contained" to "multiplyBandsSigV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "summationSig" port "contained" to "summationSigV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "outSig" port "contained" to "outSigV" + + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "threshold1" port "contained" to "threshold1MapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "threshold1MapV" port "contained" to "threshold1MapMapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "threshold1MapMapV" port "contained" to "threshold" + + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "threshold2" port "contained" to "threshold2MapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "threshold2MapV" port "contained" to "threshold2MapMapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "threshold2MapMapV" port "contained" to "threshold" + + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "threshold3" port "contained" to "threshold3MapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "threshold3MapV" port "contained" to "threshold3MapMapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "threshold3MapMapV" port "contained" to "threshold" + + + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "multiplyBands" port "contained" to "multiplyBandsMapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "multiplyBandsMapV" port "contained" to "multiplyBandsMapMapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "multiplyBandsMapMapV" port "contained" to "intMult" + + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "summation" port "contained" to "summationMapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "summationMapV" port "contained" to "summationMapReduceV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "summationMapReduceV" port "contained" to "intAdd" + + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "threshold4" port "contained" to "threshold4MapV" + edge [forsyde::io::lib::hierarchy::visualization::VisualContainment] from "threshold4MapV" port "contained" to "threshold" + + + + + + + +} From de89d9ff09edfcc1be4831b5ae2c31aa1b1fb44d Mon Sep 17 00:00:00 2001 From: Fahimeh Bahrami Date: Wed, 30 Jul 2025 11:49:51 +0200 Subject: [PATCH 3/4] Clean up: delete A1v0, update PatternMatcher, add cloud_detection --- .gitignore | 2 + A1v0_ForSyDeIO.fiodl => cloud_detection.fiodl | 0 .../java/patternMatch/PatternMatcher.java | 56 +++++-------------- 3 files changed, 16 insertions(+), 42 deletions(-) rename A1v0_ForSyDeIO.fiodl => cloud_detection.fiodl (100%) diff --git a/.gitignore b/.gitignore index ea03426..289b236 100644 --- a/.gitignore +++ b/.gitignore @@ -28,3 +28,5 @@ Thumbs.db # Secret files secrets.json + +.gradle/ diff --git a/A1v0_ForSyDeIO.fiodl b/cloud_detection.fiodl similarity index 100% rename from A1v0_ForSyDeIO.fiodl rename to cloud_detection.fiodl diff --git a/src/main/java/patternMatch/PatternMatcher.java b/src/main/java/patternMatch/PatternMatcher.java index 9a4189d..88fa209 100644 --- a/src/main/java/patternMatch/PatternMatcher.java +++ b/src/main/java/patternMatch/PatternMatcher.java @@ -29,15 +29,12 @@ public static void main(String[] args) throws Exception { ModelHandler modelHandler = new ModelHandler().registerTraitHierarchy(new ForSyDeHierarchy()).registerDriver(new KGTDriver()).registerSystemGraphMigrator(new TraitNamesFrom0_6To0_7()); SystemGraph SystemGraph = modelHandler.loadModel(Paths.get("imageProcessingSY-gray.fiodl")); + //SystemGraph SystemGraph = modelHandler.loadModel(Paths.get("cloud_detection.fiodl")); //SystemGraph SystemGraph = modelHandler.loadModel(Paths.get("imageProcessing_migrated.fiodl")); //SystemGraph SystemGraph = modelHandler.loadModel(Paths.get("imageProcessing_migrated_gray_hierarchy.fiodl")); transformedGraphsSearchTree.add(SystemGraph); - //SystemGraph SystemGraph = ModelHandler.loadModel(Paths.get("maxBrightnessSY_transformed.fiodl")); - //SystemGraph SystemGraph = ModelHandler.loadModel(Paths.get("maxBrightnessMapVtransformedSY_transformed.fiodl")); - //SystemGraph SystemGraph = ModelHandler.loadModel(Paths.get("maxBrightnessMapVtransformedSYtransformedSY0_transformed.fiodl")); //Making the transformation tree with DFS (depth-first search) algorithm - //Making the transformation tree with Breadth First Search algorithm int round = 0; Files.createDirectories(Paths.get("out")); while (!(transformedGraphsSearchTree.isEmpty())){ @@ -48,19 +45,19 @@ public static void main(String[] args) throws Exception { modelHandler.writeModel(graph, "out/" + ((NamedSystemGraph) graph).name + ".kgt"); // ------------------------------Running IDeSyDe------------------------------------------------------- - String runPath = ((NamedSystemGraph) graph).name; - - Process process = new ProcessBuilder("./idesyde","-v","DEBUG","--x-total-time-out","60","--run-path","DSE-Results/" +runPath, "out/" + ((NamedSystemGraph) graph).name + ".fiodl", "bus_small_with_hwacc.fiodl").start(); - //--x-total-time-out - //--x-improvement-time-out - InputStream is = process.getInputStream(); - InputStreamReader isr = new InputStreamReader(is); - BufferedReader br = new BufferedReader(isr); - String line; - while ((line = br.readLine()) != null) { - System.out.println(line); - } - process.waitFor(); +// String runPath = ((NamedSystemGraph) graph).name; +// +// Process process = new ProcessBuilder("./idesyde","-v","DEBUG","--x-total-time-out","60","--run-path","DSE-Results/" +runPath, "out/" + ((NamedSystemGraph) graph).name + ".fiodl", "bus_small_with_hwacc.fiodl").start(); +// //--x-total-time-out +// //--x-improvement-time-out +// InputStream is = process.getInputStream(); +// InputStreamReader isr = new InputStreamReader(is); +// BufferedReader br = new BufferedReader(isr); +// String line; +// while ((line = br.readLine()) != null) { +// System.out.println(line); +// } +// process.waitFor(); //-------------------------------------------------------------------------------------------------------- } if (!transformedGraphs.contains(graph)) { @@ -103,37 +100,12 @@ public static void main(String[] args) throws Exception { // greedyMatched = true; // } // } -// } -// if (transformedGraphsSearchTreeSize == transformedGraphsSearchTree.size()){ -// // ------------------------------Running IDeSyDe------------------------------------------------------- -// String runPath = ((NamedSystemGraph) graph).name; -// -// Process process = new ProcessBuilder("./idesyde","-v","DEBUG","--run-path","DSE-Results/" +runPath, "out/" + ((NamedSystemGraph) graph).name + ".fiodl", "bus_small_with_hwacc.fiodl").start(); -// -// InputStream is = process.getInputStream(); -// InputStreamReader isr = new InputStreamReader(is); -// BufferedReader br = new BufferedReader(isr); -// String line; -// while ((line = br.readLine()) != null) { -// System.out.println(line); -// } -// process.waitFor(); -// //-------------------------------------------------------------------------------------------------------- // } } System.out.println("Round done with " + transformedGraphs.size() + " transformed graphs"); round = round +1; } -// Files.createDirectories(Paths.get("out")); -// for (SystemGraph g: transformedGraphs){ -// if (g instanceof NamedSystemGraph) { -// modelHandler.writeModel(g, "out/" + ((NamedSystemGraph) g).name + ".fiodl"); -// modelHandler.writeModel(g, "out/" + ((NamedSystemGraph) g).name + ".kgt"); -// } -// } - //------------------------------------END--------------------------------------------------------------------- - modelHandler.writeModel(SystemGraph, "visual.kgt"); } From d126a364c688e244c26ecdd443fdffd1f0e6eb1a Mon Sep 17 00:00:00 2001 From: Fahimeh Bahrami Date: Wed, 30 Jul 2025 11:54:56 +0200 Subject: [PATCH 4/4] Add initial implementation for strategy-based transformations --- .../patternMatch/MapSplitTransformer.class | Bin 21765 -> 21749 bytes .../patternMatch/MapsyMapvTransformer.class | Bin 20991 -> 20975 bytes .../MapsyReducevTransformer.class | Bin 20214 -> 20198 bytes .../ParameterizedMapsyMapvTransformer.class | Bin 16527 -> 16527 bytes bin/main/patternMatch/PatternMatcher.class | Bin 5826 -> 4989 bytes build.gradle | 1 + .../patternMatch/MapSplitTransformer.java | 412 +++++++++- .../patternMatch/MapsyMapvTransformer.java | 235 +++++- .../ParameterizedMapSplitTransformer.java | 775 ++++++++++++++++++ .../ParameterizedMapsyMapvTransformer.java | 273 +++++- .../ParameterizedMapsyReducevTransformer.java | 509 ++++++++++++ .../java/patternMatch/PatternMatcher.java | 176 +++- src/main/java/patternMatch/Transformer.java | 25 + 13 files changed, 2337 insertions(+), 69 deletions(-) create mode 100644 src/main/java/patternMatch/ParameterizedMapSplitTransformer.java create mode 100644 src/main/java/patternMatch/ParameterizedMapsyReducevTransformer.java diff --git a/bin/main/patternMatch/MapSplitTransformer.class b/bin/main/patternMatch/MapSplitTransformer.class index 81090ccc6e8cf291d5225d30b02f19d400de4e62..7f6602cd450a7094b55656e1cde32b7056284c84 100644 GIT binary patch delta 1634 zcmX|AYfx2H7+vdd9{1ey<^p=9nGh3FRMZrd)NmYpp=1uGsG0eoKbbns=v3MrN^{bg zQb`SS8qE?E$4r6-d_ijBD-l6Wt+CNc%eR7PrtNzP&!6?}_3dx%Z=e0G#ar04ncFXS z(roaocA_OO`oZ^jSb?cU_%bDERA7HKQX~AMFi%u4st8M-qyqF+(4UuK*PvYy zW(VzRw9Bx9R`}=(;oWwcBd57hXG7FW;Tc}bBuv1xqUCLJMR(4`K8$YN)>{BzaU(Lb+bqan| z=b~2q7>CqS!Iz6YdvQWNjC!>Z4Vr>R&BH0}X`I&5a7G)ApS3q}Rx8Fi?F@d^?&E^5 zD=zx7amlv`zx&E@*>?(8bO(RwnP|{Q;)XsBp_}?t+}4-lj=m0e^(|=9YtXEp!9D#x zTKv6n-#;A>{fqF(Urzc@Q8FAx8JSd#*Qgn5=`)Vtw$Vt_xJ1jiL)*0In8~O#`!Qf< zF~*$8SaUw(%mRVS*xoE*(A*(#7vs&^5T7y|m|!-uqa`!Za@om>XJ@MildS$swkGje 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b/src/main/java/patternMatch/MapSplitTransformer.java index 2721ac5..3c2f95a 100644 --- a/src/main/java/patternMatch/MapSplitTransformer.java +++ b/src/main/java/patternMatch/MapSplitTransformer.java @@ -11,6 +11,8 @@ import forsyde.io.lib.hierarchy.behavior.parallel.MapV; import forsyde.io.lib.hierarchy.behavior.parallel.ReduceV; import forsyde.io.lib.hierarchy.behavior.parallel.Vectorizable; +import forsyde.io.lib.hierarchy.behavior.parallel.VectorizableViewer; +import forsyde.io.lib.hierarchy.implementation.functional.InstrumentedBehaviour; import forsyde.io.lib.hierarchy.visualization.GreyBox; import forsyde.io.lib.hierarchy.visualization.GreyBoxViewer; import org.jgrapht.Graph; @@ -26,8 +28,19 @@ public class MapSplitTransformer implements Transformer { + + private final Map operationCycles; + public MapSplitTransformer(Map operationCycles) { + this.operationCycles = operationCycles; + } @Override public Set applyTransform(SystemGraph systemGraph) { + + int maxNumCore = 8; + int minBandwidth = 4; // minimum bandwidth in bytes + int max_num_hop_bus = 1; // the worst-case number of hops (for NoC) or bus transfers (for a multi-bus system) + int hop_bus_Transfer = 8; // represents the per-hop (NoC) or per-bus transfer (multi-bus) delay + Set mapSplitTransformedGraphs= new HashSet<>(); // Synchronous processes recognition @@ -131,12 +144,328 @@ public Set applyTransform(SystemGraph systemGraph) { } } if (!processesAndOrderedExecutables.get(syMap).isEmpty() && processesAndOrderedExecutables.get(syMap).size() > 1) { - System.out.println("---------------------Map-Split----------------------------"); - System.out.println(syMap.getIdentifier() + ": "); - for (FunctionLikeEntity executable : processesAndOrderedExecutables.get(syMap)) { - System.out.print(executable.getIdentifier() + "\t"); + if (!processesAndOrderedExecutables.get(syMap).isEmpty() && + processesAndOrderedExecutables.get(syMap).size() > 1) { + + System.out.println("\n=================================================="); + System.out.println(" Map-Split Pattern Detected"); + System.out.println("=================================================="); + System.out.printf("%-25s : %s%n", "SYMap Vertex", syMap.getIdentifier()); + + List executables = processesAndOrderedExecutables.get(syMap); + String functionLabel = executables.size() == 1 ? "Combinational Function" : "Combinational Functions"; + //System.out.printf("%-25s : %d %s%n", functionLabel, executables.size(), executables.size() == 1 ? "" : "found"); + + System.out.println("Ordered " + functionLabel + ":"); + + int index = 1; + for (FunctionLikeEntity executable : executables) { + System.out.printf(" [%d] %s%n", index++, executable.getIdentifier()); + } + + System.out.println("--------------------------------------------------\n"); + + } + + List executables = processesAndOrderedExecutables.get(syMap); + //Finding the dimensions of the input (which determines the number of mapSYs and is used for cost calculation) + Vertex srcSignal = null; + Vertex dstSignal = null; + List srcSigChildDimentions = new ArrayList<>(); + List dstSigChildDimentions = new ArrayList<>(); + Scanner scanner = new Scanner(System.in); + List groupSize = new ArrayList<>(); + for (EdgeInfo e : systemGraph.incomingEdgesOf(syMap)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { + srcSignal = systemGraph.queryVertex(e.getSource()).get(); + for (EdgeInfo ed : systemGraph.outgoingEdgesOf(srcSignal)) { + if (ed.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)){ + final Vertex sigChild = systemGraph.queryVertex(ed.getTarget()).get(); + if (ForSyDeHierarchy.Vectorizable.tryView(systemGraph, sigChild).isPresent()){ + srcSigChildDimentions = ForSyDeHierarchy.Vectorizable.tryView(systemGraph, sigChild).get().dimensions(); + //The first dimension which is the number of rows in the case of a matrix is the number of mapSYs. +// System.out.println("Please enter the intended size of each process (the dimension of the input signal is "+ srcSigChildDimentions.get(0) + "):"); +// groupSize = scanner.nextInt(); + } + } + } + } } + int dataSize = 1; + for (int dim : srcSigChildDimentions) { + dataSize *= dim; + } + + + long C_lhs = 0; + long bestCost = Long.MAX_VALUE; + + // ++++++++++++++++++++++++++++ Original vertex v cost calculation ++++++++++++++++++++++++++++++++++++ + Set combFuncs = new HashSet<>(syMap.combFunctions()); + Set basicFuncs = new HashSet<>(); + Queue queue = new LinkedList<>(combFuncs); + + while (!queue.isEmpty()) { + FunctionLikeEntity kers = queue.poll(); + + if (ForSyDeHierarchy.HasANSICImplementations.tryView(kers).isPresent() | + ForSyDeHierarchy.InterleaveV.tryView(kers).isPresent()) { + basicFuncs.add(ForSyDeHierarchy.InstrumentedBehaviour.enforce(kers)); + } else { + if (ForSyDeHierarchy.MapV.tryView(kers).isPresent()) { + for (FunctionLikeEntity k : ForSyDeHierarchy.MapV.tryView(kers).get().kernels()) { + if (combFuncs.add(k)) queue.add(k); + } + } else if (ForSyDeHierarchy.ReduceV.tryView(kers).isPresent()) { + for (FunctionLikeEntity k : ForSyDeHierarchy.ReduceV.tryView(kers).get().kernels()) { + if (combFuncs.add(k)) queue.add(k); + } + } + } + } + + + // New map: function ID → cost per element + Map costPerElementPerFunction = new HashMap<>(); + + Map computationCostsPerElement = new HashMap<>(); + Map computationCostsTotal = new HashMap<>(); + + for (InstrumentedBehaviour func : basicFuncs) { + Map> requirements = func.computationalRequirements(); + + for (Map.Entry> implEntry : requirements.entrySet()) { + String implementation = implEntry.getKey(); + Map operations = implEntry.getValue(); + + long costPerElement = 0; + + for (Map.Entry opEntry : operations.entrySet()) { + String op = opEntry.getKey(); + long count = opEntry.getValue(); + + Double cyclesPerOp = operationCycles.get(op); + if (cyclesPerOp != null) { + costPerElement += (long) (count * cyclesPerOp); + } else { + System.out.println("Warning: No cycle info for operation: " + op); + } + } + + // Store per-function cost for this implementation + costPerElementPerFunction.put(func.getIdentifier(), costPerElement); + + // Aggregate normally for global summaries + computationCostsPerElement.merge(implementation, costPerElement, Long::sum); + computationCostsTotal.merge(implementation, costPerElement * dataSize, Long::sum); + } + } + + // === Print cost per basic function === + System.out.println("\n--------------------------------------------------"); + System.out.println(" Cost Per Element for Basic Functions"); + System.out.println("--------------------------------------------------"); + System.out.printf("%-30s | %-15s%n", "Function", "Cost Per Element"); + System.out.println("--------------------------------------------------"); + + for (Map.Entry entry : costPerElementPerFunction.entrySet()) { + String funcId = entry.getKey(); + Long cost = entry.getValue(); + System.out.printf("%-30s | %-15d%n", funcId, cost); + } + + System.out.println("--------------------------------------------------"); + + + + + // === Print original cost table (C_lhs) === + System.out.println("\n--------------------------------------------------"); + System.out.println(" C_lhs Per Implementation (Orignal)"); + System.out.println("--------------------------------------------------"); + System.out.printf("%-25s | %-15s%n", "Implementation", "Total Cost"); + System.out.println("--------------------------------------------------"); + + + for (String impl : computationCostsTotal.keySet()) { + long total = computationCostsTotal.getOrDefault(impl, 0L); + System.out.printf("%-25s | %-15d%n", impl, total); + C_lhs = Math.max(C_lhs, total); + } + + System.out.println("--------------------------------------------------"); + System.out.printf("%-25s %-15d%n", "Worst Cost (Max C_lhs)", C_lhs); + System.out.println("--------------------------------------------------"); + + // ++++++++++++++++++++++++++++ Transformed vertex v cost calculation +++++++++++++++++++++++++++++++++ + + //the partitioning parameter + List P = new ArrayList<>(); + + + System.out.println("\nComputation Costs for Transformed Graph by Partitioning Parameter:"); + + Map costTotalPerExecutable = new LinkedHashMap<>(); + Map costPerElementPerExecutable = new LinkedHashMap<>(); + + for (int i = 0; i < executables.size(); i++) { + FunctionLikeEntity executable = executables.get(i); + String id = executable.getIdentifier(); + + // Compute cost per element + long costPerElement = computeCostPerElementForExecutable(executable, operationCycles); + costPerElementPerExecutable.put(id, costPerElement); + + // Determine data size + int currentDataSize = 1; + if (i == 0) { + // First executable: use original syMap data size + currentDataSize = dataSize; + } else { + // Otherwise, traverse ParallelComputationEdge to get source dimensions + for (EdgeInfo e : systemGraph.incomingEdgesOf(executable)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.ParallelComputationEdge)) { + Vertex src = systemGraph.getEdgeSource(e); + List dims = ForSyDeHierarchy.Vectorizable.tryView(systemGraph, src).get().dimensions(); + currentDataSize = dims.stream().reduce(1, (a, b) -> a * b); + } + } + } + + long totalCost = costPerElement * currentDataSize; + costTotalPerExecutable.put(id, totalCost); + } + + + System.out.println("\n--------------------------------------------------"); + System.out.println(" Cost Per Element for Each Executable"); + System.out.println("--------------------------------------------------"); + System.out.printf("%-25s | %-15s%n", "Executable", "Cost/Element"); + System.out.println("--------------------------------------------------"); + + for (Map.Entry entry : costPerElementPerExecutable.entrySet()) { + System.out.printf("%-25s | %-15d%n", entry.getKey(), entry.getValue()); + } + + System.out.println("--------------------------------------------------"); + + System.out.println("\n--------------------------------------------------"); + System.out.println(" Total Computation Cost per Executable"); + System.out.println("--------------------------------------------------"); + System.out.printf("%-25s | %-15s%n", "Executable", "Total Cost"); + System.out.println("--------------------------------------------------"); + + for (Map.Entry entry : costTotalPerExecutable.entrySet()) { + System.out.printf("%-25s | %-15d%n", entry.getKey(), entry.getValue()); + } + + System.out.println("--------------------------------------------------"); + + + + List> bestPartition = null; + int bytesPerElement = 4; // Assuming 4 bytes per element + + if (executables.size() == 2) { + List> onlyPartition = List.of( + List.of(executables.get(0).getIdentifier()), + List.of(executables.get(1).getIdentifier()) + ); + + List compStageCosts = new ArrayList<>(); + for (List group : onlyPartition) { + long stageCost = 0; + for (String fID : group) { + stageCost += costTotalPerExecutable.getOrDefault(fID, 0L); + } + compStageCosts.add(stageCost); + } + + long compCost = Collections.max(compStageCosts); + long commCost = 0; + + // Estimate communication cost between stage 0 and stage 1 + String srcFuncID = onlyPartition.get(0).get(onlyPartition.get(0).size() - 1); + String dstFuncID = onlyPartition.get(1).get(0); + int commDataSize = estimateDataSizeBetween(srcFuncID, dstFuncID, systemGraph); + commCost = (long) ((double) (commDataSize * bytesPerElement) / minBandwidth + max_num_hop_bus * hop_bus_Transfer); + + long rhsCost = Math.max(compCost, commCost); + + System.out.println("Only Partitioning: " + onlyPartition); + System.out.println(" Computation Cost (Max stage): " + compCost); + //System.out.println(" Computation Cost (commDataSize): " + commDataSize); + System.out.println(" Communication Cost (stage 0->1): " + commCost); + System.out.println(" C_rhs = " + rhsCost); + + bestCost = rhsCost; + bestPartition = onlyPartition; + + } else { + int n = executables.size(); + + for (int numGroups = 2; numGroups <= n; numGroups++) { + List> partitions = generateOrderedPartitions(n, numGroups); + + for (List splitPoints : partitions) { + List> groups = new ArrayList<>(); + int start = 0; + for (int end : splitPoints) { + List group = executables.subList(start, end).stream() + .map(FunctionLikeEntity::getIdentifier) + .collect(Collectors.toList()); + groups.add(group); + start = end; + } + + long compMax = 0; + List compStageCosts = new ArrayList<>(); + for (List group : groups) { + long stageCost = 0; + for (String fID : group) { + stageCost += costTotalPerExecutable.getOrDefault(fID, 0L); + } + compStageCosts.add(stageCost); + compMax = Math.max(compMax, stageCost); + } + + long commMax = 0; + List commStageCosts = new ArrayList<>(); + for (int i = 0; i < groups.size() - 1; i++) { + String srcFuncID = groups.get(i).get(groups.get(i).size() - 1); + String dstFuncID = groups.get(i + 1).get(0); + int commDataSize = estimateDataSizeBetween(srcFuncID, dstFuncID, systemGraph); + long stageCommCost = (long) ((double) (commDataSize * bytesPerElement) / minBandwidth + max_num_hop_bus * hop_bus_Transfer); + commStageCosts.add(stageCommCost); + commMax = Math.max(commMax, stageCommCost); + } + + long rhsCost = Math.max(compMax, commMax); + + // Print intermediate evaluation + System.out.println("\nCandidate Partitioning: " + groups); + System.out.println(" Computation Stage Costs: " + compStageCosts); + System.out.println(" Communication Stage Costs: " + commStageCosts); + System.out.println(" C_rhs (max of both): " + rhsCost); + + if (rhsCost < bestCost) { + bestCost = rhsCost; + bestPartition = groups; + } + } + } + + System.out.println("\nBest Partitioning: " + bestPartition); + System.out.println("Final C_rhs = " + bestCost); + + P = bestPartition.stream().map(List::size).collect(Collectors.toList()); + } + + + // +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ + + //Applying the transformation on only one of the vertices of a parallel structure Vertex parStructParent = null; apply.set(1); @@ -162,7 +491,9 @@ public Set applyTransform(SystemGraph systemGraph) { System.out.println(); // Map-Split transformation application - if (apply.getPlain() == 1) { + if (apply.getPlain() == 1 && bestCost < C_lhs) { + System.out.println("Applying Map-Split transformation for partitioning parameter = " + bestPartition + " (C_rhs = " + bestCost + " < C_lhs = " + C_lhs + ")"); + Random random = new Random(); int rand = random.nextInt(1000); final SystemGraph transformedGraph = new NamedSystemGraph(syMap.getIdentifier() + rand + "_T"); @@ -187,7 +518,6 @@ public Set applyTransform(SystemGraph systemGraph) { final SYMapViewer rightSYMap = newSYMaps.get(i + 1); final SYSignalViewer newSYSignal = ForSyDeHierarchy.SYSignal.enforce(transformedGraph, transformedGraph.newVertex(leftSYMap.getIdentifier() + rightSYMap.getIdentifier() + "Sig")); root.addContained(ForSyDeHierarchy.Visualizable.enforce(newSYSignal)); - //working on this part //for (int j = 0; j < processesAndOrderedExecutables.get(syMap).size() - 1; j++) { final FunctionLikeEntity exe1 = processesAndOrderedExecutables.get(syMap).get(i); final FunctionLikeEntity exe2 = processesAndOrderedExecutables.get(syMap).get(i + 1); @@ -383,10 +713,80 @@ public Set applyTransform(SystemGraph systemGraph) { //Writing the transformed graphs // forSyDeModelHandler.writeModel(transformedGraph, syMap.getIdentifier() + "_transformed.fiodl"); // forSyDeModelHandler.writeModel(transformedGraph, syMap.getIdentifier() + "_transformed.kgt"); + }else { + if (!(apply.getPlain() == 1)) { + System.out.println("Not the first process in the parallel structure."); + } else if (C_lhs <= bestCost){ + System.out.println("Skipping MapSY-MapV transformation. No improvement (C_lhs = " + C_lhs + ", Best C_rhs = " + bestCost + ")"); + } } } } return mapSplitTransformedGraphs; } + + private int estimateDataSizeBetween(String srcID, String dstID, SystemGraph graph) { + Optional srcOpt = graph.queryVertex(srcID); + Optional dstOpt = graph.queryVertex(dstID); + if (srcOpt.isEmpty() || dstOpt.isEmpty()) return 1; + + for (EdgeInfo e : graph.outgoingEdgesOf(srcOpt.get())) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.ParallelComputationEdge)) { + Vertex signal = graph.getEdgeTarget(e); + Optional vecView = ForSyDeHierarchy.Vectorizable.tryView(graph, signal); + if (vecView.isPresent()) { + List dims = vecView.get().dimensions(); + return dims.stream().reduce(1, (a, b) -> a * b); + } + + } + } + return 1; // default if not found + } + + public long computeCostPerElementForExecutable(FunctionLikeEntity executable, Map operationCycles) { + Set basicFuncs = new HashSet<>(); + Queue queue = new LinkedList<>(); + queue.add(executable); + + while (!queue.isEmpty()) { + FunctionLikeEntity current = queue.poll(); + + if (ForSyDeHierarchy.HasANSICImplementations.tryView(current).isPresent() || + ForSyDeHierarchy.InterleaveV.tryView(current).isPresent()) { + basicFuncs.add(ForSyDeHierarchy.InstrumentedBehaviour.enforce(current)); + } else { + if (ForSyDeHierarchy.MapV.tryView(current).isPresent()) { + for (FunctionLikeEntity k : ForSyDeHierarchy.MapV.tryView(current).get().kernels()) { + queue.add(k); + } + } else if (ForSyDeHierarchy.ReduceV.tryView(current).isPresent()) { + for (FunctionLikeEntity k : ForSyDeHierarchy.ReduceV.tryView(current).get().kernels()) { + queue.add(k); + } + } + } + } + + long costPerElement = 0; + + for (InstrumentedBehaviour func : basicFuncs) { + Map> requirements = func.computationalRequirements(); + for (Map operations : requirements.values()) { + for (Map.Entry opEntry : operations.entrySet()) { + String op = opEntry.getKey(); + long count = opEntry.getValue(); + Double cyclesPerOp = operationCycles.get(op); + if (cyclesPerOp != null) { + costPerElement += (long) (count * cyclesPerOp); + } else { + System.out.println("Warning: No cycle info for operation: " + op); + } + } + } + } + + return costPerElement; + } } diff --git a/src/main/java/patternMatch/MapsyMapvTransformer.java b/src/main/java/patternMatch/MapsyMapvTransformer.java index 3410a42..1c3cdf7 100644 --- a/src/main/java/patternMatch/MapsyMapvTransformer.java +++ b/src/main/java/patternMatch/MapsyMapvTransformer.java @@ -14,6 +14,7 @@ import forsyde.io.lib.hierarchy.behavior.parallel.ReduceV; import forsyde.io.lib.hierarchy.behavior.parallel.Vectorizable; import forsyde.io.lib.hierarchy.behavior.parallel.VectorizableViewer; +import forsyde.io.lib.hierarchy.implementation.functional.InstrumentedBehaviour; import forsyde.io.lib.hierarchy.visualization.*; import java.util.*; @@ -21,8 +22,19 @@ import java.util.concurrent.atomic.AtomicReference; public class MapsyMapvTransformer implements Transformer { + + private final Map operationCycles; + public MapsyMapvTransformer(Map operationCycles) { + this.operationCycles = operationCycles; + } + @Override public Set applyTransform(SystemGraph systemGraph) { + int maxNumCore = 8; + int minBandwidth = 4; // minimum bandwidth in bytes + int max_num_hop_bus = 1; // the worst-case number of hops (for NoC) or bus transfers (for a multi-bus system) + int hop_bus_Transfer = 8; // represents the per-hop (NoC) or per-bus transfer (multi-bus) delay + Set mapsyMapvTransformedGraphs = new HashSet<>(); // Synchronous processes recognition List syMaps = new ArrayList<>(); @@ -66,8 +78,12 @@ public Set applyTransform(SystemGraph systemGraph) { for (FunctionLikeEntity combs : combFunctions) { ForSyDeHierarchy.MapV.tryView(combs).ifPresent(mapV -> { MapV mapInside = mapV; - System.out.println("---------------------MapSY-MapV------------------------"); - System.out.println(syMap.getIdentifier() + ": \n" + mapV.getIdentifier()); + System.out.println("\n=================================================="); + System.out.println(" MapSY-MapV Pattern Detected"); + System.out.println("=================================================="); + System.out.printf("%-25s : %s%n", "SYMap Vertex", syMap.getIdentifier()); + System.out.printf("%-25s : %s%n", "Matched MapV Function", mapV.getIdentifier()); + GreyBoxViewer root = null; for (EdgeInfo e : systemGraph.incomingEdgesOf(v)) { if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) { @@ -98,7 +114,183 @@ public Set applyTransform(SystemGraph systemGraph) { } //---------------------------------------------------------------------------- System.out.println(); - if (apply.getPlain() == 1) { + Vertex srcSignal = null; + List sigChildDimentions = new ArrayList<>(); + for (EdgeInfo e : systemGraph.incomingEdgesOf(v)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { + srcSignal = systemGraph.queryVertex(e.getSource()).orElse(null); + if (srcSignal != null) { + for (EdgeInfo ed : systemGraph.outgoingEdgesOf(srcSignal)) { + if (ed.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) { + Vertex sigChild = systemGraph.queryVertex(ed.getTarget()).orElse(null); + if (sigChild != null && ForSyDeHierarchy.Vectorizable.tryView(systemGraph, sigChild).isPresent()) { + sigChildDimentions = ForSyDeHierarchy.Vectorizable.tryView(systemGraph, sigChild).get().dimensions(); + } + } + } + } + } + } + + int dataSize = 1; + for (int dim : sigChildDimentions) { + dataSize *= dim; + } + + // check if dimensions were found + if (sigChildDimentions.isEmpty()) { + System.out.println("Warning: No vectorizable dimensions found. Skipping transformation."); + return; + } + + // ++++++++++++++++++++++++++++ Original vertex v cost calculation ++++++++++++++++++++++++++++++++++++ + long C_lhs = 0; + long C_rhs = 0; + Map> detailedStageCosts = new HashMap<>(); + + Set kernels = new HashSet<>(mapInside.kernels()); + Set basicFuncs = new HashSet<>(); + Queue queue = new LinkedList<>(kernels); + + while (!queue.isEmpty()) { + FunctionLikeEntity kers = queue.poll(); + + if (ForSyDeHierarchy.HasANSICImplementations.tryView(kers).isPresent() | + ForSyDeHierarchy.InterleaveV.tryView(kers).isPresent()) { + basicFuncs.add(ForSyDeHierarchy.InstrumentedBehaviour.enforce(kers)); + } else { + if (ForSyDeHierarchy.MapV.tryView(kers).isPresent()) { + for (FunctionLikeEntity k : ForSyDeHierarchy.MapV.tryView(kers).get().kernels()) { + if (kernels.add(k)) queue.add(k); + } + } else if (ForSyDeHierarchy.ReduceV.tryView(kers).isPresent()) { + for (FunctionLikeEntity k : ForSyDeHierarchy.ReduceV.tryView(kers).get().kernels()) { + if (kernels.add(k)) queue.add(k); + } + } + } + } + + Map computationCostsPerElement = new HashMap<>(); + Map computationCostsTotal = new HashMap<>(); + + for (InstrumentedBehaviour func : basicFuncs) { + Map> requirements = func.computationalRequirements(); + + for (Map.Entry> implEntry : requirements.entrySet()) { + String implementation = implEntry.getKey(); + Map operations = implEntry.getValue(); + + long costPerElement = 0; + + for (Map.Entry opEntry : operations.entrySet()) { + String op = opEntry.getKey(); + long count = opEntry.getValue(); + + Double cyclesPerOp = operationCycles.get(op); + if (cyclesPerOp != null) { + costPerElement += (long) (count * cyclesPerOp); + } else { + System.out.println("Warning: No cycle info for operation: " + op); + } + } + + computationCostsPerElement.merge(implementation, costPerElement, Long::sum); + computationCostsTotal.merge(implementation, costPerElement * dataSize, Long::sum); + } + } + + // === Print original cost table (C_lhs) === + System.out.println("\n--------------------------------------------------"); + System.out.println(" C_lhs Per Implementation (Orignal)"); + System.out.println("--------------------------------------------------"); + System.out.printf("%-25s | %-15s%n", "Implementation", "Total Cost"); + System.out.println("--------------------------------------------------"); + + + for (String impl : computationCostsTotal.keySet()) { + long total = computationCostsTotal.getOrDefault(impl, 0L); + System.out.printf("%-25s | %-15d%n", impl, total); + C_lhs = Math.max(C_lhs, total); + } + + System.out.println("--------------------------------------------------"); + System.out.printf("%-25s %-15d%n", "Worst Cost (Max C_lhs)", C_lhs); + System.out.println("--------------------------------------------------"); + + // ++++++++++++++++++++++++++++ Transformed vertex v cost calculation +++++++++++++++++++++++++++++++++ + + System.out.println("\nComputation Costs for Transformed Graph:"); + + // ++++++++++++++++++++++++++++ Transformed vertex v cost calculation (Non-Parameterized) +++++++++++++++++++++++++++++++++ + + int currentGroupSize = sigChildDimentions.get(0); // 1 element per group → max parallelism + + System.out.println("\nComputation Cost for Transformed Graph with Full Parallelism (Group Size = " + currentGroupSize + ")"); + + long C_part_dist = 0; + long C_parallel = 0; + long C_coll_recomb = 0; + long C_distribute = 0; + long C_collect = 0; + + Double loadCycles = operationCycles.get("load"); + Double storeCycles = operationCycles.get("store"); + + if (loadCycles == null) { + System.out.println("Warning: No cycle info for 'load' operation. Using default 1.0"); + loadCycles = 1.0; + } + if (storeCycles == null) { + System.out.println("Warning: No cycle info for 'store' operation. Using default 1.0"); + storeCycles = 1.0; + } + + C_part_dist = (long) (dataSize * 2 * (loadCycles + storeCycles)); + + // C_parallel: max cost among implementations + for (Map.Entry entry : computationCostsTotal.entrySet()) { + long totalCost = entry.getValue(); + long c_parallel = currentGroupSize > 0 ? totalCost / currentGroupSize : totalCost; + C_parallel = Math.max(C_parallel, c_parallel); + } + + C_coll_recomb = C_part_dist; + + if (currentGroupSize > 0 && minBandwidth > 0) { + int bytesPerElement = 4; + int dataPerGroup = dataSize / currentGroupSize; + double communicationTimePerGroup = ((double) (dataPerGroup * bytesPerElement)) / minBandwidth; + double latencyPerGroup = max_num_hop_bus * hop_bus_Transfer; + C_distribute = (long) (currentGroupSize * (communicationTimePerGroup + latencyPerGroup)); + } + C_collect = C_distribute; + + List stageCosts = Arrays.asList(C_part_dist, C_parallel, C_coll_recomb, C_distribute, C_collect); + C_rhs = Collections.max(stageCosts); + + // === Print results === + System.out.println("\n--------------------------------------------------"); + System.out.println("C_rhs for Maximum Parallelism (Non-Parameterized)"); + System.out.println("--------------------------------------------------"); + System.out.printf("%-30s | %-20d%n", "Number of Parallel Branches", currentGroupSize); + System.out.printf("%-30s | %-20d%n", "C_rhs (cycles)", C_rhs); + System.out.println("--------------------------------------------------"); + + System.out.println("\nDetailed Cost Breakdown:"); + System.out.println("--------------------------------------------------------------"); + System.out.printf("%-20s | %-10d%n", "C_part_dist", C_part_dist); + System.out.printf("%-20s | %-10d%n", "C_parallel", C_parallel); + System.out.printf("%-20s | %-10d%n", "C_coll_recomb", C_coll_recomb); + System.out.printf("%-20s | %-10d%n", "C_distribute", C_distribute); + System.out.printf("%-20s | %-10d%n", "C_collect", C_collect); + System.out.println("--------------------------------------------------------------"); + + + //++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ + if (C_lhs > C_rhs && apply.getPlain() == 1 && !(maxNumCore < sigChildDimentions.get(0))){ + System.out.println("Applying MapSY-MapV transformation (C_rhs = " + C_rhs + " < C_lhs = " + C_lhs + ")"); + // MapSY-MapV transformation application Random random = new Random(); int rand = random.nextInt(1000); @@ -108,24 +300,7 @@ public Set applyTransform(SystemGraph systemGraph) { // this need to be done since the root was viewed in the wrong system graph root = ForSyDeHierarchy.GreyBox.tryView(transformedGraph, root.getViewedVertex()).get(); //Generating new SYMaps: mapSY(f1), mapSY(f2), ... - //Finding the dimensions of the input (which determines the number of mapSYs) - Vertex srcSignal = null; - Vertex dstSignal = null; - List sigChildDimentions = new ArrayList<>(); - Scanner scanner = new Scanner(System.in); - int groupSize; - for (EdgeInfo e : transformedGraph.incomingEdgesOf(v)) { - if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { - srcSignal = transformedGraph.queryVertex(e.getSource()).get(); - for (EdgeInfo ed : transformedGraph.outgoingEdgesOf(srcSignal)) { - if (ed.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) { - final Vertex sigChild = transformedGraph.queryVertex(ed.getTarget()).get(); - if (ForSyDeHierarchy.Vectorizable.tryView(transformedGraph, sigChild).isPresent()) { - Vectorizable vectorizable = ForSyDeHierarchy.Vectorizable.tryView(transformedGraph, sigChild).get(); - sigChildDimentions = vectorizable.dimensions(); - //The first dimension which is the number of rows in the case of a matrix is the number of mapSYs. -// System.out.println("Please enter the intended size of each process (the dimension of the input signal is "+ sigChildDimentions.get(0) + "):"); -// groupSize = scanner.nextInt(); + final Vertex parallelStruct = transformedGraph.newVertex(v.getIdentifier() + mapInside.getIdentifier()); parallelStruct.addTraits(new OpaqueTrait("ParStruct")); parallelStruct.addPort("tuplets"); @@ -154,11 +329,8 @@ public Set applyTransform(SystemGraph systemGraph) { } parallelStruct.putProperty("vectorProcesses", parList); - } - } - } - } - } + + Vertex dstSignal = null; for (EdgeInfo e : transformedGraph.outgoingEdgesOf(v)) { if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { dstSignal = transformedGraph.queryVertex(e.getTarget()).get(); @@ -328,6 +500,17 @@ public Set applyTransform(SystemGraph systemGraph) { // deleteHierarchy(transformedGraph, v); mapsyMapvTransformedGraphs.add(transformedGraph); + } else { + if (C_lhs <= C_rhs) { + System.out.println("C_lhs < C_rhs (C_lhs=" + C_lhs + ", C_rhs=" + C_rhs + ")"); + } + if (apply.getPlain() != 1) { + System.out.println("Not the first process in the parallel structure."); + } + if (maxNumCore < sigChildDimentions.get(0)) { + System.out.println("maxNumCore < sigChildDimentions[0] (maxNumCore=" + maxNumCore + ", sigChildDimentions[0]=" + sigChildDimentions.get(0) + ")"); + } + System.out.println("Skipping MapSY-MapV transformation."); } }); } diff --git a/src/main/java/patternMatch/ParameterizedMapSplitTransformer.java b/src/main/java/patternMatch/ParameterizedMapSplitTransformer.java new file mode 100644 index 0000000..d044542 --- /dev/null +++ b/src/main/java/patternMatch/ParameterizedMapSplitTransformer.java @@ -0,0 +1,775 @@ +package patternMatch; + +import forsyde.io.core.*; +import forsyde.io.lib.hierarchy.ForSyDeHierarchy; +import forsyde.io.lib.hierarchy.behavior.FunctionLikeEntity; +import forsyde.io.lib.hierarchy.behavior.moc.sy.SYMap; +import forsyde.io.lib.hierarchy.behavior.moc.sy.SYMapViewer; +import forsyde.io.lib.hierarchy.behavior.moc.sy.SYSignalViewer; +import forsyde.io.lib.hierarchy.behavior.parallel.Vectorizable; +import forsyde.io.lib.hierarchy.implementation.functional.InstrumentedBehaviour; +import forsyde.io.lib.hierarchy.visualization.GreyBoxViewer; +import org.jgrapht.Graph; +import org.jgrapht.GraphPath; +import org.jgrapht.alg.interfaces.ShortestPathAlgorithm; +import org.jgrapht.alg.shortestpath.DijkstraShortestPath; +import org.jgrapht.graph.AsSubgraph; + +import java.util.*; +import java.util.concurrent.atomic.AtomicInteger; +import java.util.stream.Collectors; +import java.util.stream.Stream; + +public class ParameterizedMapSplitTransformer implements Transformer { + + private final Map operationCycles; + public ParameterizedMapSplitTransformer(Map operationCycles) { + this.operationCycles = operationCycles; + } + + public Set applyTransform(SystemGraph systemGraph) { + int maxNumCore = 8; + int minBandwidth = 4; // minimum bandwidth in bytes + int max_num_hop_bus = 1; // the worst-case number of hops (for NoC) or bus transfers (for a multi-bus system) + int hop_bus_Transfer = 8; // represents the per-hop (NoC) or per-bus transfer (multi-bus) delay + + + Set mapSplitTransformedGraphs= new HashSet<>(); + + // Synchronous processes recognition + List syMaps = new ArrayList<>(); + AtomicInteger apply = new AtomicInteger(); + + + // traverse the vertices to find the vectorizables + final Set vectorizables = new HashSet<>(); + for (Vertex v : systemGraph.vertexSet()) { + if (ForSyDeHierarchy.Vectorizable.tryView(systemGraph, v).isPresent()) { + vectorizables.add(ForSyDeHierarchy.Vectorizable.tryView(systemGraph, v).get()); + } + } + + // traverse the vertices + Map> processesAndOrderedExecutables = new HashMap<>(); + for (Vertex v : systemGraph.vertexSet()) { + + // SY vertices recognition + if (ForSyDeHierarchy.SYMap.tryView(systemGraph, v).isPresent()) { + syMaps.add(ForSyDeHierarchy.SYMap.tryView(systemGraph, v).get()); + + int inPortNum = 0; + for (EdgeInfo e : systemGraph.incomingEdgesOf(v)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { + inPortNum += 1; + } + } + int outPortNum = 0; + for (EdgeInfo e : systemGraph.outgoingEdgesOf(v)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { + outPortNum += 1; + } + } + + //System.out.println(v.getIdentifier() + ", inputs is " + inPortNum + ", and output is " + outPortNum); + + // mapSY recognition + if (inPortNum == 1 && outPortNum == 1) { + SYMap syMap = ForSyDeHierarchy.SYMap.tryView(systemGraph, v).get(); + + final Set combFunctions = syMap.combFunctions(); + + + final Set parallelComputationEdges = new HashSet<>(); + for (EdgeInfo e : systemGraph.edgeSet()) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.ParallelComputationEdge)) { + parallelComputationEdges.add(e); + } + } + // Finding the order of the combination functions inside mapSY (for the sake of Map-Split transformation) + final Set combsAndVectors = Stream.concat(combFunctions.stream().map(VertexViewer::getViewedVertex), vectorizables.stream().map(VertexViewer::getViewedVertex)).collect(Collectors.toSet()); + final Graph combFunctionsGraph = new AsSubgraph<>(systemGraph, combsAndVectors); + final ShortestPathAlgorithm shortestPathAlgorithm = new DijkstraShortestPath<>(combFunctionsGraph); + List combFunctionsHaskellSorted = new ArrayList<>(combFunctions); + combFunctionsHaskellSorted.sort((src, dst) -> { + final GraphPath src2dst = shortestPathAlgorithm.getPath(src.getViewedVertex(), dst.getViewedVertex()); + final GraphPath dst2src = shortestPathAlgorithm.getPath(dst.getViewedVertex(), src.getViewedVertex()); + if (src == dst) { + return 0; + } else if (src2dst != null && dst2src != null) { + return src2dst.getLength() - dst2src.getLength(); + } else if (src2dst != null) { + return -1; + } else if (dst2src != null) { + return 1; + } else { + return 0; + } + }); + processesAndOrderedExecutables.put(ForSyDeHierarchy.SYMap.tryView(systemGraph, v).get(), combFunctionsHaskellSorted); + + while (combFunctionsHaskellSorted.size() < combFunctions.size()) { + boolean isNext = false; + final FunctionLikeEntity exe = combFunctionsHaskellSorted.get(combFunctionsHaskellSorted.size() - 1); + for (FunctionLikeEntity exe2 : combFunctions) { + if (!combFunctionsHaskellSorted.contains(exe2)) { + for (EdgeInfo e : systemGraph.getAllEdges(exe.getViewedVertex(), exe2.getViewedVertex())) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.ParallelComputationEdge)) { + isNext = true; + } + } + if (isNext) { + combFunctionsHaskellSorted.add(exe2); + break; + } + } + } + } + } + } + } + + for (SYMap syMap : processesAndOrderedExecutables.keySet()) { + GreyBoxViewer root = null; + for (EdgeInfo e : systemGraph.incomingEdgesOf(syMap.getViewedVertex())){ + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)){ + final Vertex rootV = systemGraph.getEdgeSource(e); + root = ForSyDeHierarchy.GreyBox.tryView(systemGraph, rootV).get(); + } + } + if (!processesAndOrderedExecutables.get(syMap).isEmpty() && processesAndOrderedExecutables.get(syMap).size() > 1) { + if (!processesAndOrderedExecutables.get(syMap).isEmpty() && + processesAndOrderedExecutables.get(syMap).size() > 1) { + + System.out.println("\n=================================================="); + System.out.println(" Map-Split (Parametrized)Pattern Detected"); + System.out.println("=================================================="); + System.out.printf("%-25s : %s%n", "SYMap Vertex", syMap.getIdentifier()); + + List executables = processesAndOrderedExecutables.get(syMap); + String functionLabel = executables.size() == 1 ? "Combinational Function" : "Combinational Functions"; + //System.out.printf("%-25s : %d %s%n", functionLabel, executables.size(), executables.size() == 1 ? "" : "found"); + + System.out.println("Ordered " + functionLabel + ":"); + + int index = 1; + for (FunctionLikeEntity executable : executables) { + System.out.printf(" [%d] %s%n", index++, executable.getIdentifier()); + } + + System.out.println("--------------------------------------------------\n"); + + } + + List executables = processesAndOrderedExecutables.get(syMap); + //Finding the dimensions of the input (which determines the number of mapSYs and is used for cost calculation) + Vertex srcSignal = null; + Vertex dstSignal = null; + List srcSigChildDimentions = new ArrayList<>(); + List dstSigChildDimentions = new ArrayList<>(); + Scanner scanner = new Scanner(System.in); + List groupSize = new ArrayList<>(); + for (EdgeInfo e : systemGraph.incomingEdgesOf(syMap)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { + srcSignal = systemGraph.queryVertex(e.getSource()).get(); + for (EdgeInfo ed : systemGraph.outgoingEdgesOf(srcSignal)) { + if (ed.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)){ + final Vertex sigChild = systemGraph.queryVertex(ed.getTarget()).get(); + if (ForSyDeHierarchy.Vectorizable.tryView(systemGraph, sigChild).isPresent()){ + srcSigChildDimentions = ForSyDeHierarchy.Vectorizable.tryView(systemGraph, sigChild).get().dimensions(); + //The first dimension which is the number of rows in the case of a matrix is the number of mapSYs. +// System.out.println("Please enter the intended size of each process (the dimension of the input signal is "+ srcSigChildDimentions.get(0) + "):"); +// groupSize = scanner.nextInt(); + } + } + } + } + } + + int dataSize = 1; + for (int dim : srcSigChildDimentions) { + dataSize *= dim; + } + + long C_lhs = 0; + long bestCost = Long.MAX_VALUE; + + // ++++++++++++++++++++++++++++ Original vertex v cost calculation ++++++++++++++++++++++++++++++++++++ + Set combFuncs = new HashSet<>(syMap.combFunctions()); + Set basicFuncs = new HashSet<>(); + Queue queue = new LinkedList<>(combFuncs); + + while (!queue.isEmpty()) { + FunctionLikeEntity kers = queue.poll(); + + if (ForSyDeHierarchy.HasANSICImplementations.tryView(kers).isPresent() | + ForSyDeHierarchy.InterleaveV.tryView(kers).isPresent()) { + basicFuncs.add(ForSyDeHierarchy.InstrumentedBehaviour.enforce(kers)); + } else { + if (ForSyDeHierarchy.MapV.tryView(kers).isPresent()) { + for (FunctionLikeEntity k : ForSyDeHierarchy.MapV.tryView(kers).get().kernels()) { + if (combFuncs.add(k)) queue.add(k); + } + } else if (ForSyDeHierarchy.ReduceV.tryView(kers).isPresent()) { + for (FunctionLikeEntity k : ForSyDeHierarchy.ReduceV.tryView(kers).get().kernels()) { + if (combFuncs.add(k)) queue.add(k); + } + } + } + } + + + // New map: function ID → cost per element + Map costPerElementPerFunction = new HashMap<>(); + + Map computationCostsPerElement = new HashMap<>(); + Map computationCostsTotal = new HashMap<>(); + + for (InstrumentedBehaviour func : basicFuncs) { + Map> requirements = func.computationalRequirements(); + + for (Map.Entry> implEntry : requirements.entrySet()) { + String implementation = implEntry.getKey(); + Map operations = implEntry.getValue(); + + long costPerElement = 0; + + for (Map.Entry opEntry : operations.entrySet()) { + String op = opEntry.getKey(); + long count = opEntry.getValue(); + + Double cyclesPerOp = operationCycles.get(op); + if (cyclesPerOp != null) { + costPerElement += (long) (count * cyclesPerOp); + } else { + System.out.println("Warning: No cycle info for operation: " + op); + } + } + + // Store per-function cost for this implementation + costPerElementPerFunction.put(func.getIdentifier(), costPerElement); + + // Aggregate normally for global summaries + computationCostsPerElement.merge(implementation, costPerElement, Long::sum); + computationCostsTotal.merge(implementation, costPerElement * dataSize, Long::sum); + } + } + + // === Print cost per basic function === + System.out.println("\n--------------------------------------------------"); + System.out.println(" Cost Per Element for Basic Functions"); + System.out.println("--------------------------------------------------"); + System.out.printf("%-30s | %-15s%n", "Function", "Cost Per Element"); + System.out.println("--------------------------------------------------"); + + for (Map.Entry entry : costPerElementPerFunction.entrySet()) { + String funcId = entry.getKey(); + Long cost = entry.getValue(); + System.out.printf("%-30s | %-15d%n", funcId, cost); + } + + System.out.println("--------------------------------------------------"); + + + + + // === Print original cost table (C_lhs) === + System.out.println("\n--------------------------------------------------"); + System.out.println(" C_lhs Per Implementation (Orignal)"); + System.out.println("--------------------------------------------------"); + System.out.printf("%-25s | %-15s%n", "Implementation", "Total Cost"); + System.out.println("--------------------------------------------------"); + + + for (String impl : computationCostsTotal.keySet()) { + long total = computationCostsTotal.getOrDefault(impl, 0L); + System.out.printf("%-25s | %-15d%n", impl, total); + C_lhs = Math.max(C_lhs, total); + } + + System.out.println("--------------------------------------------------"); + System.out.printf("%-25s %-15d%n", "Worst Cost (Max C_lhs)", C_lhs); + System.out.println("--------------------------------------------------"); + + // ++++++++++++++++++++++++++++ Transformed vertex v cost calculation +++++++++++++++++++++++++++++++++ + + //the partitioning parameter + List P = new ArrayList<>(); + + + System.out.println("\nComputation Costs for Transformed Graph by Partitioning Parameter:"); + + Map costTotalPerExecutable = new LinkedHashMap<>(); + Map costPerElementPerExecutable = new LinkedHashMap<>(); + + for (int i = 0; i < executables.size(); i++) { + FunctionLikeEntity executable = executables.get(i); + String id = executable.getIdentifier(); + + // Compute cost per element + long costPerElement = computeCostPerElementForExecutable(executable, operationCycles); + costPerElementPerExecutable.put(id, costPerElement); + + // Determine data size + int currentDataSize = 1; + if (i == 0) { + // First executable: use original syMap data size + currentDataSize = dataSize; + } else { + // Otherwise, traverse ParallelComputationEdge to get source dimensions + for (EdgeInfo e : systemGraph.incomingEdgesOf(executable)) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.ParallelComputationEdge)) { + Vertex src = systemGraph.getEdgeSource(e); + List dims = ForSyDeHierarchy.Vectorizable.tryView(systemGraph, src).get().dimensions(); + currentDataSize = dims.stream().reduce(1, (a, b) -> a * b); + } + } + } + + long totalCost = costPerElement * currentDataSize; + costTotalPerExecutable.put(id, totalCost); + } + + + System.out.println("\n--------------------------------------------------"); + System.out.println(" Cost Per Element for Each Executable"); + System.out.println("--------------------------------------------------"); + System.out.printf("%-25s | %-15s%n", "Executable", "Cost/Element"); + System.out.println("--------------------------------------------------"); + + for (Map.Entry entry : costPerElementPerExecutable.entrySet()) { + System.out.printf("%-25s | %-15d%n", entry.getKey(), entry.getValue()); + } + + System.out.println("--------------------------------------------------"); + + System.out.println("\n--------------------------------------------------"); + System.out.println(" Total Computation Cost per Executable"); + System.out.println("--------------------------------------------------"); + System.out.printf("%-25s | %-15s%n", "Executable", "Total Cost"); + System.out.println("--------------------------------------------------"); + + for (Map.Entry entry : costTotalPerExecutable.entrySet()) { + System.out.printf("%-25s | %-15d%n", entry.getKey(), entry.getValue()); + } + + System.out.println("--------------------------------------------------"); + + + + List> bestPartition = null; + if (executables.size() == 2) { + // Only one possible partitioning: [f1], [f2] + List> onlyPartition = List.of( + List.of(executables.get(0).getIdentifier()), + List.of(executables.get(1).getIdentifier()) + ); + + // Compute cost of each stage using total costs + List stageCosts = new ArrayList<>(); + for (List group : onlyPartition) { + long stageCost = 0; + for (String fID : group) { + stageCost += costTotalPerExecutable.getOrDefault(fID, 0L); + } + stageCosts.add(stageCost); + } + + long rhsCost = Collections.max(stageCosts); + System.out.println("Only Partitioning: " + onlyPartition); + System.out.println("C_rhs = " + rhsCost); + + } else { + // Try all 2 to (n-1)-way partitions + int n = executables.size(); + + + for (int numGroups = 2; numGroups <= n; numGroups++) { + List> partitions = generateOrderedPartitions(n, numGroups); + + for (List splitPoints : partitions) { + List> groups = new ArrayList<>(); + int start = 0; + for (int end : splitPoints) { + List group = executables.subList(start, end).stream() + .map(FunctionLikeEntity::getIdentifier) + .collect(Collectors.toList()); + groups.add(group); + start = end; + } + + long maxStageCost = 0; + for (List group : groups) { + long stageCost = 0; + for (String fID : group) { + stageCost += costTotalPerExecutable.getOrDefault(fID, 0L); + } + maxStageCost = Math.max(maxStageCost, stageCost); + } + + if (maxStageCost < bestCost) { + bestCost = maxStageCost; + bestPartition = groups; + } + } + } + + System.out.println("Best Partitioning: " + bestPartition); + System.out.println("C_rhs = " + bestCost); + + P = bestPartition.stream() + .map(List::size) + .collect(Collectors.toList()); + } + + // +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ + //Applying the transformation on only one of the vertices of a parallel structure + Vertex parStructParent = null; + apply.set(1); + for (EdgeInfo e: systemGraph.incomingEdgesOf(syMap)){ + if (apply.getPlain() == 1) { + if (e.hasTrait(new OpaqueTrait("annotationEdge"))){ + if (systemGraph.getEdgeSource(e).hasTrait(new OpaqueTrait("ParStruct"))) { + if (systemGraph.getEdgeSource(e).getProperty("vectorProcesses") instanceof ArrayList list) { + var curIdx = list.indexOf(syMap.getIdentifier()); + boolean isFirst = true; + for (int i = 0; i < list.size() && i < curIdx; i++) { + if (list.get(i) instanceof String otherId) { + isFirst = isFirst && systemGraph.queryVertex(otherId).isEmpty(); + } + } + if (!isFirst) apply.set(0); + } + } + } + } + } + //---------------------------------------------------------------------------- + + System.out.println(); + // Map-Split transformation application + if (apply.getPlain() == 1 && bestCost < C_lhs) { + Random random = new Random(); + int rand = random.nextInt(1000); + final SystemGraph transformedGraph = new NamedSystemGraph(syMap.getIdentifier() + rand + "_T"); + transformedGraph.mergeInPlace(systemGraph); + // this need to be done since the root was viewed in the wrong system graph + root = ForSyDeHierarchy.GreyBox.tryView(transformedGraph, root.getViewedVertex()).get(); + final List newSYMaps = new ArrayList<>(); + //Generating new SYMaps: mapSY(f), mapSY(g), ... + int funcIndex = 0; + for (List group : bestPartition) { + Random random2 = new Random(); + int rand2 = random2.nextInt(1000); + final SYMapViewer newSYMap = ForSyDeHierarchy.SYMap.enforce( + transformedGraph, + transformedGraph.newVertex("Stage_" + rand2 + "_TSY") + ); + newSYMaps.add(newSYMap); + + GreyBoxViewer newSYMapGB = ForSyDeHierarchy.GreyBox.enforce(newSYMap); + root.addContained(newSYMapGB); + + for (int i = 0; i < group.size(); i++) { + FunctionLikeEntity executable = executables.get(funcIndex++); + newSYMap.addCombFunctions(executable); + newSYMapGB.addContained(ForSyDeHierarchy.Visualizable.enforce(executable)); + } + } + + //Generating signals between the new SYMaps: the signal between mapSY(f) and mapSY(g), ... + for (int i = 0; i < bestPartition.size() - 1; i++) { + final SYMapViewer leftSYMap = newSYMaps.get(i); + final SYMapViewer rightSYMap = newSYMaps.get(i + 1); + + final SYSignalViewer newSYSignal = ForSyDeHierarchy.SYSignal.enforce( + transformedGraph, + transformedGraph.newVertex(leftSYMap.getIdentifier() + "__to__" + rightSYMap.getIdentifier() + "_Sig") + ); + + root.addContained(ForSyDeHierarchy.Visualizable.enforce(newSYSignal)); + + // Find the connecting register between the last executable of left group and the first of right group + + // Find the connecting register between the last executable of left group and the first of right group + String leftFuncID = bestPartition.get(i).get(bestPartition.get(i).size() - 1); + String rightFuncID = bestPartition.get(i + 1).get(0); + + // Use the original `executables` list to directly get the objects + FunctionLikeEntity leftFunc = executables.stream() + .filter(f -> f.getIdentifier().equals(leftFuncID)) + .findFirst() + .orElseThrow(); + + FunctionLikeEntity rightFunc = executables.stream() + .filter(f -> f.getIdentifier().equals(rightFuncID)) + .findFirst() + .orElseThrow(); + + + for (EdgeInfo e1 : systemGraph.outgoingEdgesOf(leftFunc.getViewedVertex())) { + final Vertex v1 = systemGraph.getEdgeTarget(e1); + for (EdgeInfo e2 : systemGraph.incomingEdgesOf(rightFunc.getViewedVertex())) { + final Vertex v2 = systemGraph.getEdgeSource(e2); + if (v1.getIdentifier().equals(v2.getIdentifier()) + && ForSyDeHierarchy.RegisterLike.tryView(systemGraph, v1).isPresent()) { + + ForSyDeHierarchy.GreyBox.enforce(newSYSignal).addContained( + ForSyDeHierarchy.Visualizable.enforce(systemGraph, v1) + ); + + transformedGraph.connect( + newSYSignal.getViewedVertex(), v1, + "producer", "input", ForSyDeHierarchy.EdgeTraits.VisualConnection + ); + transformedGraph.connect( + v1, newSYSignal.getViewedVertex(), + "output", "consumers", ForSyDeHierarchy.EdgeTraits.VisualConnection + ); + } + } + } + + // Connect the signal as producer/consumer between new SYMaps + transformedGraph.connect( + leftSYMap.getViewedVertex(), newSYSignal.getViewedVertex(), + "output", "producer", ForSyDeHierarchy.EdgeTraits.SYNetworkEdge + ); + transformedGraph.connect( + newSYSignal.getViewedVertex(), rightSYMap.getViewedVertex(), + "consumers", "input", ForSyDeHierarchy.EdgeTraits.SYNetworkEdge + ); + + //} + //----------------------------------------------------------------------------------- + + leftSYMap.getViewedVertex().addPort("mapSplitTransformedOut"); + leftSYMap.outputPorts(List.of("mapSplitTransformedOut")); + //Connecting the incoming and outgoing edges of the combfunction of the newSYMap which is the executable + for (EdgeInfo e : systemGraph.outgoingEdgesOf(getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex())) { + final Vertex dstVertex = transformedGraph.getEdgeTarget(e); + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) continue; + if (e.getSourcePort().get().equals("combFunctions")) continue; + if (e.getSourcePort().get().equals("kernels")) continue; + if (ForSyDeHierarchy.MapV.tryView(transformedGraph, getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).isPresent()) { + if (!(dstVertex == getOrderedChildren(systemGraph, ForSyDeHierarchy.MapV.tryView(transformedGraph, getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { + transformedGraph.connect(getOrderedChildren(transformedGraph, leftSYMap).get(0), leftSYMap, e.getSourcePort().get(), "mapSplitTransformedOut", ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + } + if (ForSyDeHierarchy.InterleaveV.tryView(transformedGraph, getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).isPresent()) { + // if (!(dstVertex == getOrderedChildren(systemGraph, ForSyDeHierarchy.MapV.tryView(transformedGraph, getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { + transformedGraph.connect(getOrderedChildren(transformedGraph, leftSYMap).get(0), leftSYMap, e.getSourcePort().get(), "mapSplitTransformedOut", ForSyDeHierarchy.EdgeTraits.VisualConnection); + // } + } + if (ForSyDeHierarchy.ReduceV.tryView(transformedGraph, getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).isPresent()) { + if (!(dstVertex == getOrderedChildren(systemGraph, ForSyDeHierarchy.ReduceV.tryView(transformedGraph, getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { + transformedGraph.connect(getOrderedChildren(transformedGraph, leftSYMap).get(0), leftSYMap, e.getSourcePort().get(), "mapSplitTransformedOut", ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + } + if (ForSyDeHierarchy.SYMap.tryView(transformedGraph, getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).isPresent()) { + if (!(dstVertex == getOrderedChildren(systemGraph, ForSyDeHierarchy.SYMap.tryView(transformedGraph, getOrderedChildren(transformedGraph, leftSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { + transformedGraph.connect(getOrderedChildren(transformedGraph, leftSYMap).get(0), leftSYMap, e.getSourcePort().get(), "mapSplitTransformedOut", ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + } + } + //-------------------------------------------------------- + + //----------------To be adjusted for parametrized Map-Split----------------- + rightSYMap.getViewedVertex().addPort("mapSplitTransformedIn"); + rightSYMap.inputPorts(List.of("mapSplitTransformedIn")); + //Connecting the incoming and outgoing edges of the combfunction of the newSYMap which is the executable + for (EdgeInfo e : systemGraph.incomingEdgesOf(getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex())) { + final Vertex srcVertex = transformedGraph.getEdgeSource(e); + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) continue; + if (e.getSourcePort().get().equals("combFunctions")) continue; + if (e.getSourcePort().get().equals("kernels")) continue; + if (ForSyDeHierarchy.MapV.tryView(transformedGraph, getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).isPresent()) { + if (!(srcVertex == getOrderedChildren(systemGraph, ForSyDeHierarchy.MapV.tryView(transformedGraph, getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { + transformedGraph.connect(rightSYMap, getOrderedChildren(transformedGraph, rightSYMap).get(0), "mapSplitTransformedIn", e.getTargetPort().get(), ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + } + if (ForSyDeHierarchy.InterleaveV.tryView(transformedGraph, getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).isPresent()) { + // if (!(srcVertex == getOrderedChildren(systemGraph, ForSyDeHierarchy.InterleaveV.tryView(transformedGraph, getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { + transformedGraph.connect(rightSYMap, getOrderedChildren(transformedGraph, rightSYMap).get(0), "mapSplitTransformedIn", e.getTargetPort().get(), ForSyDeHierarchy.EdgeTraits.VisualConnection); + //} + } + if (ForSyDeHierarchy.ReduceV.tryView(transformedGraph, getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).isPresent()) { + if (!(srcVertex == getOrderedChildren(systemGraph, ForSyDeHierarchy.ReduceV.tryView(transformedGraph, getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { + transformedGraph.connect(rightSYMap, getOrderedChildren(transformedGraph, rightSYMap).get(0), "mapSplitTransformedIn", e.getTargetPort().get(), ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + } + if (ForSyDeHierarchy.SYMap.tryView(transformedGraph, getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).isPresent()) { + if (!(srcVertex == getOrderedChildren(systemGraph, ForSyDeHierarchy.SYMap.tryView(transformedGraph, getOrderedChildren(transformedGraph, rightSYMap).get(0).getViewedVertex()).get()).get(0).getViewedVertex())) { + transformedGraph.connect(rightSYMap, getOrderedChildren(transformedGraph, rightSYMap).get(0), "mapSplitTransformedIn", e.getTargetPort().get(), ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + } + } + newSYSignal.producer("mapSplitTransformedOut", leftSYMap); + newSYSignal.addConsumers("mapSplitTransformedIn", rightSYMap); + transformedGraph.connect(leftSYMap, newSYSignal, "mapSplitTransformedOut", "producer", ForSyDeHierarchy.EdgeTraits.VisualConnection); + transformedGraph.connect(newSYSignal, rightSYMap, "consumers", "mapSplitTransformedIn", ForSyDeHierarchy.EdgeTraits.VisualConnection); + } + //Connecting the incoming edges to the original vertex to the first mapSY inside the Map-Split chain, + //and the outgoing edges to the original vertex to the last one in the chain + final SYMapViewer firstSyMap = newSYMaps.get(0); + final SYMapViewer lastSYMap = newSYMaps.get(newSYMaps.size() - 1); + for (String s : syMap.inputPorts()) { + firstSyMap.getViewedVertex().addPort(s); + } + for (String s : syMap.outputPorts()) { + lastSYMap.getViewedVertex().addPort(s); + } + firstSyMap.inputPorts(syMap.inputPorts()); + lastSYMap.outputPorts(syMap.outputPorts()); + + + outerloop1: + for (EdgeInfo e : transformedGraph.incomingEdgesOf(syMap.getViewedVertex())) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.BehaviourCompositionEdge)) continue; + final Vertex srcVertex = transformedGraph.getEdgeSource(e); + if (e.getTargetPort().isPresent()) { //&& (!e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge) || syMap.getInputPorts().contains(e.getTargetPort().get())) +// if (processesAndOrderedExecutables.get(syMap).get(0)) + firstSyMap.getViewedVertex().addPort(e.getTargetPort().get()); + if (e.getSourcePort().isPresent()) { + for (FunctionLikeEntity executable : processesAndOrderedExecutables.get(syMap)) { + if (srcVertex == executable.getViewedVertex()) { + transformedGraph.connect(getOrderedChildren(transformedGraph, lastSYMap).get(0).getViewedVertex(), lastSYMap.getViewedVertex(), e.getSourcePort().get(), e.getTargetPort().get(), ForSyDeHierarchy.EdgeTraits.VisualConnection); + continue outerloop1; + } + } + for (Trait t : e.edgeTraits) { + transformedGraph.connect(srcVertex, firstSyMap.getViewedVertex(), e.getSourcePort().get(), e.getTargetPort().get(), (EdgeTrait) t); + } + } else { + for (Trait t : e.edgeTraits) { + transformedGraph.connect(srcVertex, firstSyMap.getViewedVertex(), null, e.getTargetPort().get(), (EdgeTrait) t); + } + } + } else { + if (e.getSourcePort().isPresent()) { + for (SYMap newers : newSYMaps) { + for (Trait t : e.edgeTraits) { + transformedGraph.connect(srcVertex, newers.getViewedVertex(), e.getSourcePort().get(), (EdgeTrait) t); + } + } + } else { + for (SYMap newers : newSYMaps) { + for (Trait t : e.edgeTraits) { + transformedGraph.connect(srcVertex, newers.getViewedVertex(), (EdgeTrait) t); + } + } + } + } + + } + outerloop2: + for (EdgeInfo e : transformedGraph.outgoingEdgesOf(syMap.getViewedVertex())) { + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) continue; + if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.BehaviourCompositionEdge)) continue; + final Vertex dstVertex = transformedGraph.getEdgeTarget(e); + if (e.getSourcePort().isPresent()) { + lastSYMap.getViewedVertex().addPort(e.getSourcePort().get()); + if (e.getTargetPort().isPresent()) { + for (FunctionLikeEntity executable : processesAndOrderedExecutables.get(syMap)) { + if (dstVertex == executable.getViewedVertex()) { + transformedGraph.connect(firstSyMap.getViewedVertex(), getOrderedChildren(transformedGraph, firstSyMap).get(0).getViewedVertex(), e.getSourcePort().get(), e.getTargetPort().get(), ForSyDeHierarchy.EdgeTraits.VisualConnection); + continue outerloop2; + } + } + for (Trait t : e.edgeTraits) { + transformedGraph.connect(lastSYMap.getViewedVertex(), dstVertex, e.getSourcePort().get(), e.getTargetPort().get(), (EdgeTrait) t); + } + } else { + for (Trait t : e.edgeTraits) { + transformedGraph.connect(lastSYMap.getViewedVertex(), dstVertex, e.getSourcePort().get(), (EdgeTrait) t); + } + } + } else { + if (e.getTargetPort().isPresent()) { + for (SYMap newers : newSYMaps) { + for (Trait t : e.edgeTraits) { + transformedGraph.connect(newers.getViewedVertex(), dstVertex, null, e.getTargetPort().get(), (EdgeTrait) t); + } + } + } else { + for (SYMap newers : newSYMaps) { + for (Trait t : e.edgeTraits) { + transformedGraph.connect(newers.getViewedVertex(), dstVertex, (EdgeTrait) t); + } + } + } + } + } + + //Removing signals inside mapSY +// for (int i = 0; i < processesAndOrderedExecutables.get(syMap).size() - 1; i++) { +// final Executable exe1 = processesAndOrderedExecutables.get(syMap).get(i); +// final Executable exe2 = processesAndOrderedExecutables.get(syMap).get(i + 1); +// for (EdgeInfo e1 : SystemGraph.outgoingEdgesOf(exe1.getViewedVertex())) { +// final Vertex v1 = SystemGraph.getEdgeTarget(e1); +// for (EdgeInfo e2 : SystemGraph.incomingEdgesOf(exe2.getViewedVertex())) { +// final Vertex v2 = SystemGraph.getEdgeSource(e2); +// if (v1.getIdentifier() == v2.getIdentifier() && DataBlock.conforms(v1)) { +// transformedGraph.removeVertex(v1); +// } +// } +// } +// } + //Removing the original mapSY as well as hierarchy inside it besides the signals. + transformedGraph.removeVertex(syMap.getViewedVertex()); + mapSplitTransformedGraphs.add(transformedGraph); + //Writing the transformed graphs +// forSyDeModelHandler.writeModel(transformedGraph, syMap.getIdentifier() + "_transformed.fiodl"); +// forSyDeModelHandler.writeModel(transformedGraph, syMap.getIdentifier() + "_transformed.kgt"); + } + + } + } + return mapSplitTransformedGraphs; + } + + public long computeCostPerElementForExecutable(FunctionLikeEntity executable, Map operationCycles) { + Set basicFuncs = new HashSet<>(); + Queue queue = new LinkedList<>(); + queue.add(executable); + + while (!queue.isEmpty()) { + FunctionLikeEntity current = queue.poll(); + + if (ForSyDeHierarchy.HasANSICImplementations.tryView(current).isPresent() || + ForSyDeHierarchy.InterleaveV.tryView(current).isPresent()) { + basicFuncs.add(ForSyDeHierarchy.InstrumentedBehaviour.enforce(current)); + } else { + if (ForSyDeHierarchy.MapV.tryView(current).isPresent()) { + for (FunctionLikeEntity k : ForSyDeHierarchy.MapV.tryView(current).get().kernels()) { + queue.add(k); + } + } else if (ForSyDeHierarchy.ReduceV.tryView(current).isPresent()) { + for (FunctionLikeEntity k : ForSyDeHierarchy.ReduceV.tryView(current).get().kernels()) { + queue.add(k); + } + } + } + } + + long costPerElement = 0; + + for (InstrumentedBehaviour func : basicFuncs) { + Map> requirements = func.computationalRequirements(); + for (Map operations : requirements.values()) { + for (Map.Entry opEntry : operations.entrySet()) { + String op = opEntry.getKey(); + long count = opEntry.getValue(); + Double cyclesPerOp = operationCycles.get(op); + if (cyclesPerOp != null) { + costPerElement += (long) (count * cyclesPerOp); + } else { + System.out.println("Warning: No cycle info for operation: " + op); + } + } + } + } + + return costPerElement; + } + +} diff --git a/src/main/java/patternMatch/ParameterizedMapsyMapvTransformer.java b/src/main/java/patternMatch/ParameterizedMapsyMapvTransformer.java index 288e095..63a751e 100644 --- a/src/main/java/patternMatch/ParameterizedMapsyMapvTransformer.java +++ b/src/main/java/patternMatch/ParameterizedMapsyMapvTransformer.java @@ -5,15 +5,12 @@ import forsyde.io.core.SystemGraph; import forsyde.io.core.Vertex; import forsyde.io.lib.hierarchy.ForSyDeHierarchy; -import forsyde.io.lib.hierarchy.behavior.BehaviourEntity; import forsyde.io.lib.hierarchy.behavior.FunctionLikeEntity; import forsyde.io.lib.hierarchy.behavior.moc.sy.SYMap; import forsyde.io.lib.hierarchy.behavior.moc.sy.SYMapViewer; import forsyde.io.lib.hierarchy.behavior.moc.sy.SYSignalViewer; -import forsyde.io.lib.hierarchy.behavior.parallel.MapV; -import forsyde.io.lib.hierarchy.behavior.parallel.ReduceV; -import forsyde.io.lib.hierarchy.behavior.parallel.Vectorizable; -import forsyde.io.lib.hierarchy.behavior.parallel.VectorizableViewer; +import forsyde.io.lib.hierarchy.behavior.parallel.*; +import forsyde.io.lib.hierarchy.implementation.functional.InstrumentedBehaviour; import forsyde.io.lib.hierarchy.visualization.GreyBoxViewer; import forsyde.io.lib.hierarchy.visualization.VisualizableWithPropertiesViewer; @@ -21,9 +18,19 @@ public class ParameterizedMapsyMapvTransformer implements Transformer { + private final Map operationCycles; + + public ParameterizedMapsyMapvTransformer(Map operationCycles) { + this.operationCycles = operationCycles; + } + @Override public Set applyTransform(SystemGraph systemGraph) { - int maxNumCore = 6; + int maxNumCore = 8; + int minBandwidth = 4; // minimum bandwidth in bytes + int max_num_hop_bus = 1; // the worst-case number of hops (for NoC) or bus transfers (for a multi-bus system) + int hop_bus_Transfer = 8; // represents the per-hop (NoC) or per-bus transfer (multi-bus) delay + Set ParameterizedMapsyMapvTransformedGraphs= new HashSet<>(); // Synchronous processes recognition List syMaps = new ArrayList<>(); @@ -72,20 +79,26 @@ public Set applyTransform(SystemGraph systemGraph) { for (FunctionLikeEntity combs : combFunctions) { if (ForSyDeHierarchy.MapV.tryView(combs).isPresent()) { mapInside = ForSyDeHierarchy.MapV.tryView(combs).get(); - System.out.println("---------------------MapSY-MapV------------------------"); - System.out.println(ForSyDeHierarchy.SYMap.tryView(systemGraph, v).get().getIdentifier() + ": \n" + mapInside.getIdentifier()); + System.out.println("\n=================================================="); + System.out.println(" MapSY-MapV (Parametrized) Pattern Detected"); + System.out.println("=================================================="); + System.out.printf("%-25s : %s%n", "SYMap Vertex", v.getIdentifier()); + System.out.printf("%-25s : %s%n", "Matched MapV Function", mapInside.getIdentifier()); + + + // Optional: show parent component (e.g., GreyBox visual container) GreyBoxViewer root = null; for (EdgeInfo e : systemGraph.incomingEdgesOf(v)) { if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) { final Vertex rootV = systemGraph.getEdgeSource(e); - root = ForSyDeHierarchy.GreyBox.tryView(systemGraph, rootV).get(); + root = ForSyDeHierarchy.GreyBox.tryView(systemGraph, rootV).orElse(null); } } - System.out.println(); - // MapSY-MapV transformation application - //Generating new SYMaps: mapSY(f1), mapSY(f2), ... - //Finding the dimensions of the input (which determines the number of mapSYs) + System.out.println("--------------------------------------------------\n"); + + + //Finding the dimensions of the input (which determines the number of mapSYs and is used for cost calculation) Vertex srcSignal = null; Vertex dstSignal = null; List srcSigChildDimentions = new ArrayList<>(); @@ -108,20 +121,222 @@ public Set applyTransform(SystemGraph systemGraph) { } } } - for(int i = 2; i< srcSigChildDimentions.get(0); i++) { + + for(int i = 2; i<= srcSigChildDimentions.get(0); i++) { if(srcSigChildDimentions.get(0) % i == 0 && (srcSigChildDimentions.get(0)/i)<= maxNumCore) { groupSize.add(i); } } - for (int j = 0; j < groupSize.size(); j++){ + + int dataSize = 1; + for (int dim : srcSigChildDimentions) { + dataSize *= dim; + } + + int bestGroupSize = -1; + long bestCost = Long.MAX_VALUE; + long C_lhs = 0; + Map rhsCostsByGroupSize = new HashMap<>(); + Map> detailedStageCosts = new HashMap<>(); + + if (groupSize == null || groupSize.isEmpty()) { + System.out.println("\nWarning: No group sizes available. Skipping transformation evaluation."); + } else { + // ++++++++++++++++++++++++++++ Original vertex v cost calculation ++++++++++++++++++++++++++++++++++++ + Set kernels = new HashSet<>(mapInside.kernels()); + Set basicFuncs = new HashSet<>(); + Queue queue = new LinkedList<>(kernels); + + while (!queue.isEmpty()) { + FunctionLikeEntity kers = queue.poll(); + + if (ForSyDeHierarchy.HasANSICImplementations.tryView(kers).isPresent() | + ForSyDeHierarchy.InterleaveV.tryView(kers).isPresent()) { + basicFuncs.add(ForSyDeHierarchy.InstrumentedBehaviour.enforce(kers)); + } else { + if (ForSyDeHierarchy.MapV.tryView(kers).isPresent()) { + for (FunctionLikeEntity k : ForSyDeHierarchy.MapV.tryView(kers).get().kernels()) { + if (kernels.add(k)) queue.add(k); + } + } else if (ForSyDeHierarchy.ReduceV.tryView(kers).isPresent()) { + for (FunctionLikeEntity k : ForSyDeHierarchy.ReduceV.tryView(kers).get().kernels()) { + if (kernels.add(k)) queue.add(k); + } + } + } + } + + Map computationCostsPerElement = new HashMap<>(); + Map computationCostsTotal = new HashMap<>(); + + for (InstrumentedBehaviour func : basicFuncs) { + Map> requirements = func.computationalRequirements(); + + for (Map.Entry> implEntry : requirements.entrySet()) { + String implementation = implEntry.getKey(); + Map operations = implEntry.getValue(); + + long costPerElement = 0; + + for (Map.Entry opEntry : operations.entrySet()) { + String op = opEntry.getKey(); + long count = opEntry.getValue(); + + Double cyclesPerOp = operationCycles.get(op); + if (cyclesPerOp != null) { + costPerElement += (long) (count * cyclesPerOp); + } else { + System.out.println("Warning: No cycle info for operation: " + op); + } + } + + computationCostsPerElement.merge(implementation, costPerElement, Long::sum); + computationCostsTotal.merge(implementation, costPerElement * dataSize, Long::sum); + } + } + + // === Print original cost table (C_lhs) === + System.out.println("\n--------------------------------------------------"); + System.out.println(" C_lhs Per Implementation (Orignal)"); + System.out.println("--------------------------------------------------"); + System.out.printf("%-25s | %-15s%n", "Implementation", "Total Cost"); + System.out.println("--------------------------------------------------"); + + + for (String impl : computationCostsTotal.keySet()) { + long total = computationCostsTotal.getOrDefault(impl, 0L); + System.out.printf("%-25s | %-15d%n", impl, total); + C_lhs = Math.max(C_lhs, total); + } + + System.out.println("--------------------------------------------------"); + System.out.printf("%-25s %-15d%n", "Worst Cost (Max C_lhs)", C_lhs); + System.out.println("--------------------------------------------------"); + + // ++++++++++++++++++++++++++++ Transformed vertex v cost calculation +++++++++++++++++++++++++++++++++ + + System.out.println("\nComputation Costs for Transformed Graph by Partitioning Parameter:"); + + + + for (int j = 0; j < groupSize.size(); j++) { + int currentGroupSize = groupSize.get(j); + + long C_part_dist = 0; + long C_parallel = 0; + long C_coll_recomb = 0; + long C_distribute = 0; + long C_collect = 0; + + Double loadCycles = operationCycles.get("load"); + Double storeCycles = operationCycles.get("store"); + + if (loadCycles == null) { + System.out.println("Warning: No cycle info for 'load' operation. Using default 1.0"); + loadCycles = 1.0; + } + if (storeCycles == null) { + System.out.println("Warning: No cycle info for 'store' operation. Using default 1.0"); + storeCycles = 1.0; + } + + C_part_dist = (long) (dataSize * 2 * (loadCycles + storeCycles)); + + // C_parallel: max cost among implementations + for (Map.Entry entry : computationCostsTotal.entrySet()) { + long totalCost = entry.getValue(); + long c_parallel = currentGroupSize > 0 ? totalCost / currentGroupSize : totalCost; + C_parallel = Math.max(C_parallel, c_parallel); + } + + C_coll_recomb = C_part_dist; + + if (currentGroupSize > 0 && minBandwidth > 0) { + int bytesPerElement = 4; + int dataPerGroup = dataSize / currentGroupSize; + double communicationTimePerGroup = ((double) (dataPerGroup * bytesPerElement)) / minBandwidth; + double latencyPerGroup = max_num_hop_bus * hop_bus_Transfer; + C_distribute = (long) (currentGroupSize * (communicationTimePerGroup + latencyPerGroup)); + } + C_collect = C_distribute; + + List stageCosts = Arrays.asList(C_part_dist, C_parallel, C_coll_recomb, C_distribute, C_collect); + long C_rhs = Collections.max(stageCosts); + + rhsCostsByGroupSize.put(currentGroupSize, C_rhs); + + Map stageCostMap = new LinkedHashMap<>(); + stageCostMap.put("C_part_dist", C_part_dist); + stageCostMap.put("C_parallel", C_parallel); + stageCostMap.put("C_coll_recomb", C_coll_recomb); + stageCostMap.put("C_distribute", C_distribute); + stageCostMap.put("C_collect", C_collect); + detailedStageCosts.put(currentGroupSize, stageCostMap); + + if (C_rhs < bestCost || (C_rhs == bestCost && currentGroupSize > bestGroupSize)) { + bestCost = C_rhs; + bestGroupSize = currentGroupSize; + } + + } + + // === Print C_rhs summary table === + System.out.println("\n--------------------------------------------------"); + System.out.println("C_rhs per Partitioning Parameter (Transformed)"); + System.out.println("--------------------------------------------------"); + System.out.printf("%-30s | %-20s%n", "Number of Parallel Branches", "C_rhs (cycles)"); + System.out.println("--------------------------------------------------"); + + rhsCostsByGroupSize.entrySet().stream() + .sorted(Map.Entry.comparingByKey()) + .forEach(entry -> System.out.printf("%-30d | %-20d%n", entry.getKey(), entry.getValue())); + + System.out.println("--------------------------------------------------"); + System.out.printf("%-30s | %-20d%n", "Best Cost (Min C_rhs)", bestCost); + System.out.printf("%-30s | %-20d%n", "Best Partitioning Parameter", bestGroupSize); + System.out.println("--------------------------------------------------"); + + // === Print detailed stage costs table === + System.out.println("\nDetailed Cost Breakdown per Partitioning Parameter"); + System.out.println("-----------------------------------------------------------------------------------------"); + System.out.printf("%-10s | %-12s | %-12s | %-14s | %-14s | %-12s%n", + "Branches", "C_part_dist", "C_parallel", "C_coll_recomb", "C_distribute", "C_collect"); + System.out.println("-----------------------------------------------------------------------------------------"); + + detailedStageCosts.entrySet().stream() + .sorted(Map.Entry.comparingByKey()) + .forEach(entry -> { + int branches = entry.getKey(); + Map costs = entry.getValue(); + System.out.printf("%-10d | %-12d | %-12d | %-14d | %-14d | %-12d%n", + branches, + costs.getOrDefault("C_part_dist", 0L), + costs.getOrDefault("C_parallel", 0L), + costs.getOrDefault("C_coll_recomb", 0L), + costs.getOrDefault("C_distribute", 0L), + costs.getOrDefault("C_collect", 0L) + ); + }); + + System.out.println("-----------------------------------------------------------------------------------------"); + + + + //++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ + } + // MapSY-MapV transformation application + + if (bestGroupSize > 0 && C_lhs > bestCost && !(bestGroupSize == srcSigChildDimentions.get(0))) { + System.out.println("Applying MapSY-MapV transformation for partitioning parameter = " + bestGroupSize + " (C_rhs = " + bestCost + " < C_lhs = " + C_lhs + ")"); + Random random = new Random(); int rand = random.nextInt(1000); final SystemGraph transformedGraph = new NamedSystemGraph(syMap.getIdentifier()+ rand + "_T"); transformedGraph.mergeInPlace(systemGraph); - // this need to be done since the root was viewed in the wrong ssytem graph + // this need to be done since the root was viewed in the wrong system graph root = ForSyDeHierarchy.GreyBox.tryView(transformedGraph, root.getViewedVertex()).get(); final List newSYMaps = new ArrayList<>(); - for (int i=0; i < srcSigChildDimentions.get(0)/groupSize.get(j); i++){ + for (int i=0; i < bestGroupSize; i++){ final Vertex parallelStruct = transformedGraph.newVertex("parallelStruct"); parallelStruct.addTraits(new OpaqueTrait("ParStruct")); parallelStruct.addPort("tuplets"); @@ -193,7 +408,7 @@ public Set applyTransform(SystemGraph systemGraph) { //Inserting hierarchy below for the newSYSignals final VectorizableViewer newVectorizable = ForSyDeHierarchy.Vectorizable.enforce(transformedGraph, transformedGraph.newVertex(newSYSignal.getIdentifier()+"Vec")); List newVectorizableDimentions = new ArrayList<>(); - newVectorizableDimentions.add(groupSize.get(j)); + newVectorizableDimentions.add(srcSigChildDimentions.get(0)/bestGroupSize); for (int k=1; k < srcSigChildDimentions.size(); k++){ newVectorizableDimentions.add(srcSigChildDimentions.get(k)); } @@ -228,7 +443,7 @@ public Set applyTransform(SystemGraph systemGraph) { //Inserting hierarchy below for the newSYSignals final VectorizableViewer newVectorizable = ForSyDeHierarchy.Vectorizable.enforce(transformedGraph, transformedGraph.newVertex(newSYSignal.getIdentifier()+"Vec")); List newVectorizableDimentions = new ArrayList<>(); - newVectorizableDimentions.add(groupSize.get(j)); + newVectorizableDimentions.add(srcSigChildDimentions.get(0)/bestGroupSize); for (int k=1; k < dstSigChildDimentions.size(); k++){ newVectorizableDimentions.add(dstSigChildDimentions.get(k)); } @@ -239,8 +454,8 @@ public Set applyTransform(SystemGraph systemGraph) { newVectorizable.getViewedVertex().addPort("input"); newVectorizable.getViewedVertex().addPort("output"); //Connecting the input and output ports of the newSignal to its hierarchy below - transformedGraph.connect(newSYSignal, newVectorizable, "input", "producer", ForSyDeHierarchy.EdgeTraits.VisualConnection); - transformedGraph.connect(newVectorizable, newSYSignal, "consumers", "output", ForSyDeHierarchy.EdgeTraits.VisualConnection); + transformedGraph.connect(newSYSignal, newVectorizable, "producer", "input", ForSyDeHierarchy.EdgeTraits.VisualConnection); + transformedGraph.connect(newVectorizable, newSYSignal, "output", "consumers", ForSyDeHierarchy.EdgeTraits.VisualConnection); //--------------------------------------------------------------------------- root.addContained(ForSyDeHierarchy.Visualizable.enforce(newSYSignal)); @@ -276,6 +491,22 @@ public Set applyTransform(SystemGraph systemGraph) { transformedGraph.removeVertex(v); // deleteHierarchy(transformedGraph, v); ParameterizedMapsyMapvTransformedGraphs.add(transformedGraph); + } else { + if (bestGroupSize <= 0) { + System.out.println("bestGroupSize <= 0 (bestGroupSize = " + bestGroupSize + ")"); + } + if (C_lhs <= bestCost) { + System.out.println("C_lhs < C_rhs (C_lhs = " + C_lhs + ", C_rhs = " + bestCost + ")"); + } + if (bestGroupSize == srcSigChildDimentions.get(0)) { + System.out.println("bestGroupSize == srcSigChildDimentions.get[0] (bestGroupSize = " + bestGroupSize + ", srcSigChildDimentions[0] = " + srcSigChildDimentions.get(0) + ")"); + } + + if (rhsCostsByGroupSize.isEmpty()) { + System.out.println("Skipping MapSY-MapV transformation. No valid C_rhs computed (group sizes may be empty or invalid)."); + } else { + System.out.println("Skipping MapSY-MapV transformation. No improvement (C_lhs = " + C_lhs + ", Best C_rhs = " + bestCost + ")"); + } } } } diff --git a/src/main/java/patternMatch/ParameterizedMapsyReducevTransformer.java b/src/main/java/patternMatch/ParameterizedMapsyReducevTransformer.java new file mode 100644 index 0000000..e4b33bc --- /dev/null +++ b/src/main/java/patternMatch/ParameterizedMapsyReducevTransformer.java @@ -0,0 +1,509 @@ +//package patternMatch; +// +//import forsyde.io.core.EdgeInfo; +//import forsyde.io.core.OpaqueTrait; +//import forsyde.io.core.SystemGraph; +//import forsyde.io.core.Vertex; +//import forsyde.io.lib.hierarchy.ForSyDeHierarchy; +//import forsyde.io.lib.hierarchy.behavior.FunctionLikeEntity; +//import forsyde.io.lib.hierarchy.behavior.moc.sy.SYMap; +//import forsyde.io.lib.hierarchy.behavior.moc.sy.SYMapViewer; +//import forsyde.io.lib.hierarchy.behavior.moc.sy.SYSignalViewer; +//import forsyde.io.lib.hierarchy.behavior.parallel.*; +//import forsyde.io.lib.hierarchy.implementation.functional.InstrumentedBehaviour; +//import forsyde.io.lib.hierarchy.visualization.GreyBoxViewer; +//import forsyde.io.lib.hierarchy.visualization.VisualizableWithPropertiesViewer; +// +//import java.util.*; +// +//public class ParameterizedMapsyReducevTransformer implements Transformer { +// +// private final Map operationCycles; +// +// public ParameterizedMapsyReducevTransformer(Map operationCycles) { +// this.operationCycles = operationCycles; +// } +// +// @Override +// public Set applyTransform(SystemGraph systemGraph) { +// int maxNumCore = 8; +// int minBandwidth = 4; // minimum bandwidth in bytes +// int max_num_hop_bus = 1; // the worst-case number of hops (for NoC) or bus transfers (for a multi-bus system) +// int hop_bus_Transfer = 8; // represents the per-hop (NoC) or per-bus transfer (multi-bus) delay +// +// Set ParameterizedMapsyReducevTransformedGraphs= new HashSet<>(); +// // Synchronous processes recognition +// List syMaps = new ArrayList<>(); +// List mapVs = new ArrayList<>(); +// List reduceVs = new ArrayList<>(); +// +// // traverse the vertices to find the vectorizables +// final Set vectorizables = new HashSet<>(); +// for (Vertex v : systemGraph.vertexSet()) { +// if (ForSyDeHierarchy.Vectorizable.tryView(systemGraph, v).isPresent()) { +// vectorizables.add(ForSyDeHierarchy.Vectorizable.tryView(systemGraph, v).get()); +// } +// } +// +// // traverse the vertices +// for (Vertex v : systemGraph.vertexSet()) { +// +// // SY vertices recognition +// if (ForSyDeHierarchy.SYMap.tryView(systemGraph, v).isPresent()) { +// syMaps.add(ForSyDeHierarchy.SYMap.tryView(systemGraph, v).get()); +// +// int inPortNum = 0; +// for (EdgeInfo e : systemGraph.incomingEdgesOf(v)) { +// if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { +// inPortNum += 1; +// } +// } +// int outPortNum = 0; +// for (EdgeInfo e : systemGraph.outgoingEdgesOf(v)) { +// if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { +// outPortNum += 1; +// } +// } +// +// //System.out.println(v.getIdentifier() + ", inputs is " + inPortNum + ", and output is " + outPortNum); +// +// // mapSY recognition +// if (inPortNum == 1 && outPortNum == 1) { +// SYMap syMap = ForSyDeHierarchy.SYMap.tryView(systemGraph, v).get(); +// +// final Set combFunctions = syMap.combFunctions(); +// +// // MapSY-MapV pattern recognition +// if (combFunctions.size() == 1) { +// ReduceV reduceInside = null; +// for (FunctionLikeEntity combs : combFunctions) { +// if (ForSyDeHierarchy.ReduceV.tryView(combs).isPresent()) { +// reduceInside = ForSyDeHierarchy.ReduceV.tryView(combs).get(); +// System.out.println("\n=================================================="); +// System.out.println(" MapSY-ReduceV (Parametrized) Pattern Detected"); +// System.out.println("=================================================="); +// System.out.printf("%-25s : %s%n", "SYMap Vertex", v.getIdentifier()); +// System.out.printf("%-25s : %s%n", "Matched ReduceV Function", reduceInside.getIdentifier()); +// +// +// // Optional: show parent component (e.g., GreyBox visual container) +// GreyBoxViewer root = null; +// for (EdgeInfo e : systemGraph.incomingEdgesOf(v)) { +// if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) { +// final Vertex rootV = systemGraph.getEdgeSource(e); +// root = ForSyDeHierarchy.GreyBox.tryView(systemGraph, rootV).orElse(null); +// } +// } +// +// System.out.println("--------------------------------------------------\n"); +// +// +// //Finding the dimensions of the input (which determines the number of mapSYs and is used for cost calculation) +// Vertex srcSignal = null; +// Vertex dstSignal = null; +// List srcSigChildDimentions = new ArrayList<>(); +// List dstSigChildDimentions = new ArrayList<>(); +// Scanner scanner = new Scanner(System.in); +// List groupSize = new ArrayList<>(); +// for (EdgeInfo e : systemGraph.incomingEdgesOf(v)) { +// if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { +// srcSignal = systemGraph.queryVertex(e.getSource()).get(); +// for (EdgeInfo ed : systemGraph.outgoingEdgesOf(srcSignal)) { +// if (ed.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)){ +// final Vertex sigChild = systemGraph.queryVertex(ed.getTarget()).get(); +// if (ForSyDeHierarchy.Vectorizable.tryView(systemGraph, sigChild).isPresent()){ +// srcSigChildDimentions = ForSyDeHierarchy.Vectorizable.tryView(systemGraph, sigChild).get().dimensions(); +// //The first dimension which is the number of rows in the case of a matrix is the number of mapSYs. +//// System.out.println("Please enter the intended size of each process (the dimension of the input signal is "+ srcSigChildDimentions.get(0) + "):"); +//// groupSize = scanner.nextInt(); +// } +// } +// } +// } +// } +// +// for(int i = 2; i<= srcSigChildDimentions.get(0); i++) { +// if(srcSigChildDimentions.get(0) % i == 0 && (srcSigChildDimentions.get(0)/i)<= maxNumCore) { +// groupSize.add(i); +// } +// } +// +// int dataSize = 1; +// for (int dim : srcSigChildDimentions) { +// dataSize *= dim; +// } +// +// int bestGroupSize = -1; +// long bestCost = Long.MAX_VALUE; +// long C_lhs = 0; +// Map rhsCostsByGroupSize = new HashMap<>(); +// Map> detailedStageCosts = new HashMap<>(); +// +// if (groupSize == null || groupSize.isEmpty()) { +// System.out.println("\nWarning: No group sizes available. Skipping transformation evaluation."); +// } else { +// // ++++++++++++++++++++++++++++ Original vertex v cost calculation ++++++++++++++++++++++++++++++++++++ +// Set kernels = new HashSet<>(reduceInside.kernels()); +// Set basicFuncs = new HashSet<>(); +// Queue queue = new LinkedList<>(kernels); +// +// while (!queue.isEmpty()) { +// FunctionLikeEntity kers = queue.poll(); +// +// if (ForSyDeHierarchy.HasANSICImplementations.tryView(kers).isPresent() | +// ForSyDeHierarchy.InterleaveV.tryView(kers).isPresent()) { +// basicFuncs.add(ForSyDeHierarchy.InstrumentedBehaviour.enforce(kers)); +// } else { +// if (ForSyDeHierarchy.MapV.tryView(kers).isPresent()) { +// for (FunctionLikeEntity k : ForSyDeHierarchy.MapV.tryView(kers).get().kernels()) { +// if (kernels.add(k)) queue.add(k); +// } +// } else if (ForSyDeHierarchy.ReduceV.tryView(kers).isPresent()) { +// for (FunctionLikeEntity k : ForSyDeHierarchy.ReduceV.tryView(kers).get().kernels()) { +// if (kernels.add(k)) queue.add(k); +// } +// } +// } +// } +// +// Map computationCostsPerElement = new HashMap<>(); +// Map computationCostsTotal = new HashMap<>(); +// +// for (InstrumentedBehaviour func : basicFuncs) { +// Map> requirements = func.computationalRequirements(); +// +// for (Map.Entry> implEntry : requirements.entrySet()) { +// String implementation = implEntry.getKey(); +// Map operations = implEntry.getValue(); +// +// long costPerElement = 0; +// +// for (Map.Entry opEntry : operations.entrySet()) { +// String op = opEntry.getKey(); +// long count = opEntry.getValue(); +// +// Double cyclesPerOp = operationCycles.get(op); +// if (cyclesPerOp != null) { +// costPerElement += (long) (count * cyclesPerOp); +// } else { +// System.out.println("Warning: No cycle info for operation: " + op); +// } +// } +// +// computationCostsPerElement.merge(implementation, costPerElement, Long::sum); +// computationCostsTotal.merge(implementation, costPerElement * dataSize, Long::sum); +// } +// } +// +// // === Print original cost table (C_lhs) === +// System.out.println("\n--------------------------------------------------"); +// System.out.println(" C_lhs Per Implementation (Orignal)"); +// System.out.println("--------------------------------------------------"); +// System.out.printf("%-25s | %-15s%n", "Implementation", "Total Cost"); +// System.out.println("--------------------------------------------------"); +// +// +// for (String impl : computationCostsTotal.keySet()) { +// long total = computationCostsTotal.getOrDefault(impl, 0L); +// System.out.printf("%-25s | %-15d%n", impl, total); +// C_lhs = Math.max(C_lhs, total); +// } +// +// System.out.println("--------------------------------------------------"); +// System.out.printf("%-25s %-15d%n", "Worst Cost (Max C_lhs)", C_lhs); +// System.out.println("--------------------------------------------------"); +// +// // ++++++++++++++++++++++++++++ Transformed vertex v cost calculation +++++++++++++++++++++++++++++++++ +// +// System.out.println("\nComputation Costs for Transformed Graph by Partitioning Parameter:"); +// +// +// +// for (int j = 0; j < groupSize.size(); j++) { +// int currentGroupSize = groupSize.get(j); +// +// long C_reshape_part = 0; +// long C_parallel = 0; +// long C_final_reduce= 0; +// long C_distribute = 0; +// long C_collect = 0; +// long C_pipeline = 0; +// +// Double loadCycles = operationCycles.get("load"); +// Double storeCycles = operationCycles.get("store"); +// +// if (loadCycles == null) { +// System.out.println("Warning: No cycle info for 'load' operation. Using default 1.0"); +// loadCycles = 1.0; +// } +// if (storeCycles == null) { +// System.out.println("Warning: No cycle info for 'store' operation. Using default 1.0"); +// storeCycles = 1.0; +// } +// +// C_reshape_part = (long) (dataSize * 2 * (loadCycles + storeCycles)); +// +// // C_parallel: max cost among implementations +// //Currently working on this part +// for (Map.Entry entry : computationCostsTotal.entrySet()) { +// long totalCost = entry.getValue(); +// long c_parallel = ((srcSigChildDimentions.get(0)/currentGroupSize) * (loadCycles + storeCycles)) + currentGroupSize > 0 ? totalCost / currentGroupSize : totalCost; +// C_parallel = Math.max(C_parallel, c_parallel); +// } +// +// //C_coll_recomb = C_reshape_part; +// +// if (currentGroupSize > 0 && minBandwidth > 0) { +// int bytesPerElement = 4; +// int dataPerGroup = dataSize / currentGroupSize; +// double communicationTimePerGroup = ((double) (dataPerGroup * bytesPerElement)) / minBandwidth; +// double latencyPerGroup = max_num_hop_bus * hop_bus_Transfer; +// C_distribute = (long) (currentGroupSize * (communicationTimePerGroup + latencyPerGroup)); +// } +// C_collect = C_distribute; +// +// List stageCosts = Arrays.asList(C_part_dist, C_parallel, C_coll_recomb, C_distribute, C_collect); +// long C_rhs = Collections.max(stageCosts); +// +// rhsCostsByGroupSize.put(currentGroupSize, C_rhs); +// +// Map stageCostMap = new LinkedHashMap<>(); +// stageCostMap.put("C_part_dist", C_part_dist); +// stageCostMap.put("C_parallel", C_parallel); +// stageCostMap.put("C_coll_recomb", C_coll_recomb); +// stageCostMap.put("C_distribute", C_distribute); +// stageCostMap.put("C_collect", C_collect); +// detailedStageCosts.put(currentGroupSize, stageCostMap); +// +// if (C_rhs < bestCost || (C_rhs == bestCost && currentGroupSize > bestGroupSize)) { +// bestCost = C_rhs; +// bestGroupSize = currentGroupSize; +// } +// +// } +// +// // === Print C_rhs summary table === +// System.out.println("\n--------------------------------------------------"); +// System.out.println("C_rhs per Partitioning Parameter (Transformed)"); +// System.out.println("--------------------------------------------------"); +// System.out.printf("%-30s | %-20s%n", "Number of Parallel Branches", "C_rhs (cycles)"); +// System.out.println("--------------------------------------------------"); +// +// rhsCostsByGroupSize.entrySet().stream() +// .sorted(Map.Entry.comparingByKey()) +// .forEach(entry -> System.out.printf("%-30d | %-20d%n", entry.getKey(), entry.getValue())); +// +// System.out.println("--------------------------------------------------"); +// System.out.printf("%-30s | %-20d%n", "Best Cost (Min C_rhs)", bestCost); +// System.out.printf("%-30s | %-20d%n", "Best Partitioning Parameter", bestGroupSize); +// System.out.println("--------------------------------------------------"); +// +// // === Print detailed stage costs table === +// System.out.println("\nDetailed Cost Breakdown per Partitioning Parameter"); +// System.out.println("-----------------------------------------------------------------------------------------"); +// System.out.printf("%-10s | %-12s | %-12s | %-14s | %-14s | %-12s%n", +// "Branches", "C_part_dist", "C_parallel", "C_coll_recomb", "C_distribute", "C_collect"); +// System.out.println("-----------------------------------------------------------------------------------------"); +// +// detailedStageCosts.entrySet().stream() +// .sorted(Map.Entry.comparingByKey()) +// .forEach(entry -> { +// int branches = entry.getKey(); +// Map costs = entry.getValue(); +// System.out.printf("%-10d | %-12d | %-12d | %-14d | %-14d | %-12d%n", +// branches, +// costs.getOrDefault("C_part_dist", 0L), +// costs.getOrDefault("C_parallel", 0L), +// costs.getOrDefault("C_coll_recomb", 0L), +// costs.getOrDefault("C_distribute", 0L), +// costs.getOrDefault("C_collect", 0L) +// ); +// }); +// +// System.out.println("-----------------------------------------------------------------------------------------"); +// +// +// +// //++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ +// } +// // MapSY-MapV transformation application +// +// if (bestGroupSize > 0 && C_lhs > bestCost && !(bestGroupSize == srcSigChildDimentions.get(0))) { +// System.out.println("Applying MapSY-MapV transformation for partitioning parameter = " + bestGroupSize + " (C_rhs = " + bestCost + " < C_lhs = " + C_lhs + ")"); +// +// Random random = new Random(); +// int rand = random.nextInt(1000); +// final SystemGraph transformedGraph = new NamedSystemGraph(syMap.getIdentifier()+ rand + "_T"); +// transformedGraph.mergeInPlace(systemGraph); +// // this need to be done since the root was viewed in the wrong system graph +// root = ForSyDeHierarchy.GreyBox.tryView(transformedGraph, root.getViewedVertex()).get(); +// final List newSYMaps = new ArrayList<>(); +// for (int i=0; i < bestGroupSize; i++){ +// final Vertex parallelStruct = transformedGraph.newVertex("parallelStruct"); +// parallelStruct.addTraits(new OpaqueTrait("ParStruct")); +// parallelStruct.addPort("tuplets"); +// +// final SYMapViewer newSYMap = ForSyDeHierarchy.SYMap.enforce(transformedGraph, transformedGraph.newVertex(v.getIdentifier() + "TSY" + i)); +// final GreyBoxViewer newSYMapGB = ForSyDeHierarchy.GreyBox.enforce(newSYMap); +// newSYMap.addCombFunctions(mapInside); +// newSYMapGB.addContained(ForSyDeHierarchy.Visualizable.enforce(mapInside)); +// newSYMapGB.addContained(ForSyDeHierarchy.Visualizable.enforce(mapInside)); +// +// transformedGraph.connect(parallelStruct, newSYMap.getViewedVertex(), "tuplets", ForSyDeHierarchy.EdgeTraits.BehaviourCompositionEdge); +// //Making the connections between newSYMaps and their hierarchy below +// newSYMaps.add(newSYMap); +// root.addContained(newSYMapGB); +// +// } +// for (EdgeInfo e : transformedGraph.outgoingEdgesOf(v)) { +// if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.SYNetworkEdge)) { +// dstSignal = transformedGraph.queryVertex(e.getTarget()).get(); +// for (EdgeInfo ed : transformedGraph.outgoingEdgesOf(dstSignal)) { +// if (ed.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)){ +// final Vertex sigChild = transformedGraph.queryVertex(ed.getTarget()).get(); +// if (ForSyDeHierarchy.Vectorizable.tryView(transformedGraph, sigChild).isPresent()){ +// dstSigChildDimentions = ForSyDeHierarchy.Vectorizable.tryView(transformedGraph, sigChild).get().dimensions(); +// } +// } +// } +// } +// } +// //Generating the zipxSY and unZipxSY +// final SYMapViewer newZipxSY = ForSyDeHierarchy.SYMap.enforce(transformedGraph, transformedGraph.newVertex(v.getIdentifier() + "zipxSYtransformedSY")); +// //newZipxSY.insertCombFunctionsPort(transformedGraph, concat); +// var zip = ForSyDeHierarchy.InstrumentedBehaviour.enforce(newZipxSY); +// zip.computationalRequirements(Map.of("default", Map.of("merge", 1L))); +// GreyBoxViewer newZipxSYGB = ForSyDeHierarchy.GreyBox.enforce(newZipxSY); +// root.addContained(newZipxSYGB); +// //newZipxSYGB.insertContainedPort(transformedGraph, Visualizable.enforce(concat)); +// final SYMapViewer newunZipxSY = ForSyDeHierarchy.SYMap.enforce(transformedGraph, transformedGraph.newVertex(v.getIdentifier() + "unZipxSYtransformedSY")); +// //newunZipxSY.insertCombFunctionsPort(transformedGraph, concat); +// var unzip = ForSyDeHierarchy.InstrumentedBehaviour.enforce(newunZipxSY); +// unzip.computationalRequirements(Map.of("default", Map.of("split", 1L))); +// GreyBoxViewer newunZipxSYGB = ForSyDeHierarchy.GreyBox.enforce(newunZipxSY); +// root.addContained(newunZipxSYGB); +// //newunZipxSYGB.insertContainedPort(transformedGraph, Visualizable.enforce(concat)); +// +// //Connecting the input ports of the original mapSY to the newunZipxSY and the output ports to the new zipxSY +// for (String s : ForSyDeHierarchy.SYMap.tryView(transformedGraph, v).get().inputPorts()) { +// newZipxSY.getViewedVertex().addPort(s); +// } +// for (String s : ForSyDeHierarchy.SYMap.tryView(transformedGraph, v).get().outputPorts()) { +// newunZipxSY.getViewedVertex().addPort(s); +// } +// newZipxSY.inputPorts(ForSyDeHierarchy.SYMap.tryView(transformedGraph, v).get().inputPorts()); +// newunZipxSY.outputPorts(ForSyDeHierarchy.SYMap.tryView(transformedGraph, v).get().outputPorts()); +// +// if (ForSyDeHierarchy.SYSignal.tryView(transformedGraph, srcSignal).isPresent()) { +// ForSyDeHierarchy.SYSignal.tryView(transformedGraph, srcSignal).get().addConsumers(newZipxSY.inputPorts().get(0), newZipxSY); +// } +// transformedGraph.connect(srcSignal, ForSyDeHierarchy.SYMap.tryView(newZipxSY).get().getViewedVertex(), "consumers", newZipxSY.inputPorts().get(0), ForSyDeHierarchy.EdgeTraits.VisualConnection); +// if (ForSyDeHierarchy.SYSignal.tryView(transformedGraph, dstSignal).isPresent()) { +// ForSyDeHierarchy.SYSignal.tryView(transformedGraph, dstSignal).get().producer(newunZipxSY.outputPorts().get(0), newunZipxSY); +// } +// transformedGraph.connect(ForSyDeHierarchy.SYMap.tryView(newunZipxSY).get().getViewedVertex(), dstSignal, newunZipxSY.outputPorts().get(0), "producer", ForSyDeHierarchy.EdgeTraits.VisualConnection); +// //Generating signals between newZipxSY and the newSYMaps as well as signals between newSYMaps and newunZipxSY +// for (int i = 0; i < newSYMaps.size(); i++) { +// final SYMapViewer leftSYMap = newZipxSY; +// final SYMapViewer rightSYMap = newSYMaps.get(i); +// final SYSignalViewer newSYSignal = ForSyDeHierarchy.SYSignal.enforce(transformedGraph, transformedGraph.newVertex(leftSYMap.getIdentifier() + rightSYMap.getIdentifier() + "Sig")); +// //Inserting hierarchy below for the newSYSignals +// final VectorizableViewer newVectorizable = ForSyDeHierarchy.Vectorizable.enforce(transformedGraph, transformedGraph.newVertex(newSYSignal.getIdentifier()+"Vec")); +// List newVectorizableDimentions = new ArrayList<>(); +// newVectorizableDimentions.add(srcSigChildDimentions.get(0)/bestGroupSize); +// for (int k=1; k < srcSigChildDimentions.size(); k++){ +// newVectorizableDimentions.add(srcSigChildDimentions.get(k)); +// } +// newVectorizable.dimensions(newVectorizableDimentions); +// final VisualizableWithPropertiesViewer visualizableWithProperties = ForSyDeHierarchy.VisualizableWithProperties.enforce(newVectorizable); +// ForSyDeHierarchy.GreyBox.enforce(newSYSignal).addContained(visualizableWithProperties); +// visualizableWithProperties.visualizedPropertiesNames(List.of("dimensions")); +// +// newVectorizable.getViewedVertex().addPort("input"); +// newVectorizable.getViewedVertex().addPort("output"); +// //Connecting the input and output ports of the newSignal to its hierarchy below +// transformedGraph.connect(newSYSignal, newVectorizable, "producer", "input", ForSyDeHierarchy.EdgeTraits.VisualConnection); +// transformedGraph.connect(newVectorizable, newSYSignal, "output", "consumers", ForSyDeHierarchy.EdgeTraits.VisualConnection); +// //-------------------------------------------------------------- +// +// root.addContained(ForSyDeHierarchy.Visualizable.enforce(newSYSignal)); +// leftSYMap.getViewedVertex().addPort("newZipxSYTransformedOut"); +// leftSYMap.outputPorts(List.of("newZipxSYTransformedOut")); +// //-------------------------------------------------------- +// rightSYMap.getViewedVertex().addPort("newSYSignalTransformedIn"); +// rightSYMap.inputPorts(List.of("newSYSignalTransformedIn")); +// newSYSignal.producer("newZipxSYTransformedOut", leftSYMap); +// newSYSignal.addConsumers("newSYSignalTransformedIn", rightSYMap); +// transformedGraph.connect(leftSYMap,newSYSignal,"newZipxSYTransformedOut", "producer", ForSyDeHierarchy.EdgeTraits.VisualConnection); +// transformedGraph.connect(newSYSignal,rightSYMap,"consumers", "newSYSignalTransformedIn", ForSyDeHierarchy.EdgeTraits.VisualConnection); +// +// } +// for (int i = 0; i < newSYMaps.size(); i++) { +// final SYMapViewer leftSYMap = newSYMaps.get(i); +// final SYMapViewer rightSYMap = newunZipxSY; +// final SYSignalViewer newSYSignal = ForSyDeHierarchy.SYSignal.enforce(transformedGraph, transformedGraph.newVertex(leftSYMap.getIdentifier() + rightSYMap.getIdentifier() + "Sig")); +// //Inserting hierarchy below for the newSYSignals +// final VectorizableViewer newVectorizable = ForSyDeHierarchy.Vectorizable.enforce(transformedGraph, transformedGraph.newVertex(newSYSignal.getIdentifier()+"Vec")); +// List newVectorizableDimentions = new ArrayList<>(); +// newVectorizableDimentions.add(srcSigChildDimentions.get(0)/bestGroupSize); +// for (int k=1; k < dstSigChildDimentions.size(); k++){ +// newVectorizableDimentions.add(dstSigChildDimentions.get(k)); +// } +// newVectorizable.dimensions(newVectorizableDimentions); +// final VisualizableWithPropertiesViewer visualizableWithProperties = ForSyDeHierarchy.VisualizableWithProperties.enforce(newVectorizable); +// ForSyDeHierarchy.GreyBox.enforce(newSYSignal).addContained(ForSyDeHierarchy.VisualizableWithProperties.enforce(newVectorizable)); +// visualizableWithProperties.visualizedPropertiesNames(List.of("dimensions")); +// newVectorizable.getViewedVertex().addPort("input"); +// newVectorizable.getViewedVertex().addPort("output"); +// //Connecting the input and output ports of the newSignal to its hierarchy below +// transformedGraph.connect(newSYSignal, newVectorizable, "producer", "input", ForSyDeHierarchy.EdgeTraits.VisualConnection); +// transformedGraph.connect(newVectorizable, newSYSignal, "output", "consumers", ForSyDeHierarchy.EdgeTraits.VisualConnection); +// //--------------------------------------------------------------------------- +// +// root.addContained(ForSyDeHierarchy.Visualizable.enforce(newSYSignal)); +// leftSYMap.getViewedVertex().addPort("newSYSignalTransformedOut"); +// leftSYMap.outputPorts(List.of("newSYSignalTransformedOut")); +// +// //Connecting the incoming and outgoing edges of the combfunction of the newSYMap which are the children of mapInside +// for (EdgeInfo e: transformedGraph.outgoingEdgesOf(v)){ +// final Vertex dstVertex = transformedGraph.getEdgeTarget(e); +// if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) continue; +// if (e.getSourcePort().get().equals("combFunctions")) continue; +// if (dstVertex == getOrderedChildren(transformedGraph, ForSyDeHierarchy.SYMap.enforce(transformedGraph, v)).get(0).getViewedVertex()){ +// transformedGraph.connect(leftSYMap, getOrderedChildren(transformedGraph, leftSYMap).get(0), "newSYSignalTransformedIn",e.getSourcePort().get(), ForSyDeHierarchy.EdgeTraits.VisualConnection); +// } +// } +// for (EdgeInfo e: transformedGraph.incomingEdgesOf(v)){ +// final Vertex srcVertex = transformedGraph.getEdgeSource(e); +// if (e.hasTrait(ForSyDeHierarchy.EdgeTraits.VisualContainment)) continue; +// if (e.getSourcePort().get().equals("combFunctions")) continue; +// if (srcVertex == getOrderedChildren(transformedGraph, ForSyDeHierarchy.SYMap.enforce(transformedGraph, v)).get(0).getViewedVertex()){ +// transformedGraph.connect(getOrderedChildren(transformedGraph, leftSYMap).get(0), leftSYMap, e.getSourcePort().get(), "newSYSignalTransformedOut", ForSyDeHierarchy.EdgeTraits.VisualConnection); +// } +// +// } +// +// rightSYMap.getViewedVertex().addPort("newunZipxSYTransformedIn"); +// rightSYMap.inputPorts(List.of("newunZipxSYTransformedIn")); +// newSYSignal.producer("newSYSignalTransformedOut", leftSYMap); +// newSYSignal.addConsumers("newunZipxSYTransformedIn", rightSYMap); +// transformedGraph.connect(leftSYMap,newSYSignal,"newSYSignalTransformedOut", "producer", ForSyDeHierarchy.EdgeTraits.VisualConnection); +// transformedGraph.connect(newSYSignal,rightSYMap,"consumers", "newunZipxSYTransformedIn", ForSyDeHierarchy.EdgeTraits.VisualConnection); +// } +// transformedGraph.removeVertex(v); +//// deleteHierarchy(transformedGraph, v); +// ParameterizedMapsyReducevTransformedGraphs.add(transformedGraph); +// } else if (rhsCostsByGroupSize.isEmpty()) { +// System.out.println("Skipping MapSY-MapV transformation. No valid C_rhs computed (group sizes may be empty or invalid)."); +// } else { +// System.out.println("Skipping MapSY-MapV transformation. No improvement (C_lhs = " + C_lhs + ", Best C_rhs = " + bestCost + ")"); +// } +// } +// } +// } +// } +// } +// } +// return ParameterizedMapsyReducevTransformedGraphs; +// } +//} diff --git a/src/main/java/patternMatch/PatternMatcher.java b/src/main/java/patternMatch/PatternMatcher.java index 88fa209..ede2835 100644 --- a/src/main/java/patternMatch/PatternMatcher.java +++ b/src/main/java/patternMatch/PatternMatcher.java @@ -1,9 +1,14 @@ package patternMatch; +import forsyde.io.core.EdgeInfo; import forsyde.io.core.SystemGraph; import forsyde.io.core.ModelHandler; +import forsyde.io.core.Vertex; +import forsyde.io.lib.LibForSyDeModelHandler; import forsyde.io.lib.hierarchy.ForSyDeHierarchy; import forsyde.io.lib.TraitNamesFrom0_6To0_7; +import forsyde.io.lib.hierarchy.platform.hardware.InstrumentedCommunicationModule; +import forsyde.io.lib.hierarchy.platform.hardware.InstrumentedProcessingModule; import forsyde.io.visual.kgt.drivers.KGTDriver; import java.io.BufferedReader; @@ -22,19 +27,123 @@ public static void main(String[] args) throws Exception { System.out.println("Matched patterns:"); Set transformedGraphs = new HashSet<>(); Deque transformedGraphsSearchTree = new ArrayDeque<>(); - MapSplitTransformer mapSplitTransformer = new MapSplitTransformer(); - MapsyMapvTransformer mapsyMapvTransformer = new MapsyMapvTransformer(); - MapsyReducevTransformer mapsyReducevTransformer = new MapsyReducevTransformer(); - ParameterizedMapsyMapvTransformer parameterizedMapsyMapvTransformer = new ParameterizedMapsyMapvTransformer(); + + //ModelHandler modelHandler = LibForSyDeModelHandler.registerLibForSyDe(new ModelHandler()); ModelHandler modelHandler = new ModelHandler().registerTraitHierarchy(new ForSyDeHierarchy()).registerDriver(new KGTDriver()).registerSystemGraphMigrator(new TraitNamesFrom0_6To0_7()); SystemGraph SystemGraph = modelHandler.loadModel(Paths.get("imageProcessingSY-gray.fiodl")); - //SystemGraph SystemGraph = modelHandler.loadModel(Paths.get("cloud_detection.fiodl")); + SystemGraph PlatformModel = modelHandler.loadModel(Paths.get("bus_small_with_hwacc_cloud_detection.fiodl")); + //SystemGraph SystemGraph = modelHandler.loadModel(Paths.get("A1v0_ForSyDeIO.fiodl")); + //SystemGraph SystemGraph = modelHandler.loadModel(Paths.get("graySY609_T.fiodl")); + //SystemGraph SystemGraph = modelHandler.loadModel(Paths.get("maxBrightness.fiodl")); //SystemGraph SystemGraph = modelHandler.loadModel(Paths.get("imageProcessing_migrated.fiodl")); //SystemGraph SystemGraph = modelHandler.loadModel(Paths.get("imageProcessing_migrated_gray_hierarchy.fiodl")); + //SystemGraph SystemGraph = ModelHandler.loadModel(Paths.get("maxBrightnessSY_transformed.fiodl")); + //SystemGraph SystemGraph = ModelHandler.loadModel(Paths.get("maxBrightnessMapVtransformedSY_transformed.fiodl")); + //SystemGraph SystemGraph = ModelHandler.loadModel(Paths.get("maxBrightnessMapVtransformedSYtransformedSY0_transformed.fiodl")); transformedGraphsSearchTree.add(SystemGraph); + // Map of operation name to cycle count + Map operationCycles = new HashMap<>(); + int tileCount = 0; + int minBandwidth = Integer.MAX_VALUE; + int hopBusTransfer = 0; + int maxNumHopBus = 0; + + for (Vertex v : PlatformModel.vertexSet()) { + // Count tiles: vertices with Structure trait and containedModules port + var maybeStructure = ForSyDeHierarchy.Structure.tryView(PlatformModel, v); + if (maybeStructure.isPresent() && maybeStructure.get().containedModules() != null) { + tileCount++; + } + + // Extract processing module cycle counts + var maybeProc = ForSyDeHierarchy.InstrumentedProcessingModule.tryView(PlatformModel, v); + if (maybeProc.isPresent()) { + InstrumentedProcessingModule proc = maybeProc.get(); + Map> modalInstructions = proc.modalInstructionsPerCycle(); + + if (modalInstructions.containsKey("generic")) { + Map genericOps = modalInstructions.get("generic"); + + for (Map.Entry entry : genericOps.entrySet()) { + String operation = entry.getKey(); + Double cycles = entry.getValue(); + + operationCycles.merge(operation, cycles, (existing, newVal) -> { + if (!existing.equals(newVal)) { + System.out.println("⚠️ Warning: Operation '" + operation + + "' has different cycle counts: " + existing + " vs " + newVal); + } + return existing; // keep first + }); + } + } + } + + // Extract bus characteristics + var maybeComm = ForSyDeHierarchy.InstrumentedCommunicationModule.tryView(PlatformModel, v); + if (maybeComm.isPresent()) { + InstrumentedCommunicationModule comm = maybeComm.get(); + + // Update minBandwidth + long flitSizeBits = comm.flitSizeInBits(); + int flitSizeBytes = (int) (flitSizeBits / 8); + minBandwidth = Math.min(minBandwidth, flitSizeBytes); + + // Extract hop/bus delay + hopBusTransfer = Math.max(hopBusTransfer, comm.maxCyclesPerFlit()); + + // Check if this communication module connects to any tile + boolean connectsToTile = false; + + for (EdgeInfo edge : PlatformModel.incomingEdgesOf(v)) { + Vertex source = PlatformModel.getEdgeSource(edge); + if (edge.hasTrait(ForSyDeHierarchy.EdgeTraits.PhysicalConnection)) { + var maybeTile = ForSyDeHierarchy.Structure.tryView(PlatformModel, source); + if (maybeTile.isPresent()) { + connectsToTile = true; + break; + } + } + } + for (EdgeInfo edge : PlatformModel.outgoingEdgesOf(v)) { + Vertex target = PlatformModel.getEdgeTarget(edge); + if (edge.hasTrait(ForSyDeHierarchy.EdgeTraits.PhysicalConnection) && connectsToTile == true) { + connectsToTile = false; + var maybeTile = ForSyDeHierarchy.Structure.tryView(PlatformModel, target); + if (maybeTile.isPresent()) { + connectsToTile = true; + break; + } + } + } + + if (connectsToTile) { + maxNumHopBus++; + } + } + } + +// Output + System.out.println("Total number of tiles: " + tileCount); + System.out.println("Operation cycles: " + operationCycles); + System.out.println("minBandwidth (bytes): " + minBandwidth); + System.out.println("hop_bus_Transfer (cycles): " + hopBusTransfer); + System.out.println("max_num_hop_bus: " + maxNumHopBus); + + + MapSplitTransformer mapSplitTransformer = new MapSplitTransformer(operationCycles); + MapsyMapvTransformer mapsyMapvTransformer = new MapsyMapvTransformer(operationCycles); + MapsyReducevTransformer mapsyReducevTransformer = new MapsyReducevTransformer(); + //ParameterizedMapsyReducevTransformer parameterizedMapsyReducevTransformer = new ParameterizedMapsyReducevTransformer(operationCycles); + ParameterizedMapSplitTransformer parameterizedMapSplitTransformer = new ParameterizedMapSplitTransformer(operationCycles); + ParameterizedMapsyMapvTransformer parameterizedMapsyMapvTransformer = new ParameterizedMapsyMapvTransformer(operationCycles); + + + //Making the transformation tree with DFS (depth-first search) algorithm + //Making the transformation tree with Breadth First Search algorithm int round = 0; Files.createDirectories(Paths.get("out")); while (!(transformedGraphsSearchTree.isEmpty())){ @@ -44,10 +153,10 @@ public static void main(String[] args) throws Exception { modelHandler.writeModel(graph, "out/" + ((NamedSystemGraph) graph).name + ".fiodl"); modelHandler.writeModel(graph, "out/" + ((NamedSystemGraph) graph).name + ".kgt"); - // ------------------------------Running IDeSyDe------------------------------------------------------- + // ------------------------------Running IDeSyDe--------working----------------------------------------------- // String runPath = ((NamedSystemGraph) graph).name; // -// Process process = new ProcessBuilder("./idesyde","-v","DEBUG","--x-total-time-out","60","--run-path","DSE-Results/" +runPath, "out/" + ((NamedSystemGraph) graph).name + ".fiodl", "bus_small_with_hwacc.fiodl").start(); +// Process process = new ProcessBuilder("./idesyde","-v","DEBUG","--x-improvement-time-out","60","--run-path","DSE-Results/" +runPath, "out/" + ((NamedSystemGraph) graph).name + ".fiodl", "bus_small_with_hwacc_cloud_detection.fiodl").start(); // //--x-total-time-out // //--x-improvement-time-out // InputStream is = process.getInputStream(); @@ -72,6 +181,16 @@ public static void main(String[] args) throws Exception { } } +// if (!greedyMatched) { +// for (SystemGraph g: parameterizedMapSplitTransformer.applyTransform(graph)){ +// if (!transformedGraphs.contains(g) && !greedyMatched) { +// transformedGraphsSearchTree.add(g); +// transformedGraphs.add(graph); +// greedyMatched = true; +// } +// } +// } + if (!greedyMatched) { for (SystemGraph g : mapsyMapvTransformer.applyTransform(graph)) { if (!transformedGraphs.contains(g) && !greedyMatched) { @@ -82,8 +201,18 @@ public static void main(String[] args) throws Exception { } } +// if (!greedyMatched) { +// for (SystemGraph g : mapsyReducevTransformer.applyTransform(graph)) { +// if (!transformedGraphs.contains(g) && !greedyMatched) { +// transformedGraphsSearchTree.add(g); +// transformedGraphs.add(graph); +// greedyMatched = true; +// } +// } +// } + if (!greedyMatched) { - for (SystemGraph g : mapsyReducevTransformer.applyTransform(graph)) { + for (SystemGraph g : parameterizedMapsyMapvTransformer.applyTransform(graph)) { if (!transformedGraphs.contains(g) && !greedyMatched) { transformedGraphsSearchTree.add(g); transformedGraphs.add(graph); @@ -91,21 +220,36 @@ public static void main(String[] args) throws Exception { } } } - -// if (!greedyMatched) { -// for (SystemGraph g : parameterizedMapsyMapvTransformer.applyTransform(graph)) { -// if (!transformedGraphs.contains(g) && !greedyMatched) { -// transformedGraphsSearchTree.add(g); -// transformedGraphs.add(graph); -// greedyMatched = true; -// } +// if (transformedGraphsSearchTreeSize == transformedGraphsSearchTree.size()){ +// // ------------------------------Running IDeSyDe------------------------------------------------------- +// String runPath = ((NamedSystemGraph) graph).name; +// +// Process process = new ProcessBuilder("./idesyde","-v","DEBUG","--run-path","DSE-Results/" +runPath, "out/" + ((NamedSystemGraph) graph).name + ".fiodl", "bus_small_with_hwacc.fiodl").start(); +// +// InputStream is = process.getInputStream(); +// InputStreamReader isr = new InputStreamReader(is); +// BufferedReader br = new BufferedReader(isr); +// String line; +// while ((line = br.readLine()) != null) { +// System.out.println(line); // } +// process.waitFor(); +// //-------------------------------------------------------------------------------------------------------- // } } System.out.println("Round done with " + transformedGraphs.size() + " transformed graphs"); round = round +1; } + Files.createDirectories(Paths.get("out")); + for (SystemGraph g: transformedGraphs){ + if (g instanceof NamedSystemGraph) { + modelHandler.writeModel(g, "out/" + ((NamedSystemGraph) g).name + ".fiodl"); + modelHandler.writeModel(g, "out/" + ((NamedSystemGraph) g).name + ".kgt"); + } + } + //------------------------------------END--------------------------------------------------------------------- + modelHandler.writeModel(SystemGraph, "visual.kgt"); } diff --git a/src/main/java/patternMatch/Transformer.java b/src/main/java/patternMatch/Transformer.java index 36ec16d..8f22b5a 100644 --- a/src/main/java/patternMatch/Transformer.java +++ b/src/main/java/patternMatch/Transformer.java @@ -141,4 +141,29 @@ default List getOrderedChildren(SystemGraph m, ReduceV v) { }); return childrenSorted; } + + // Given n elements and k groups, generate all ordered k-partitions + default List> generateOrderedPartitions(int n, int k) { + List> result = new ArrayList<>(); + generatePartitionHelper(n, k, 1, new ArrayList<>(), result); + return result; + } + + private void generatePartitionHelper(int n, int k, int min, List current, List> result) { + if (k == 1) { + if (min < n) { + current.add(n); + result.add(new ArrayList<>(current)); + current.remove(current.size() - 1); + } + return; + } + for (int i = min; i <= n - (k - 1); i++) { + current.add(i); + generatePartitionHelper(n, k - 1, i + 1, current, result); + current.remove(current.size() - 1); + } + } + + }

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