#############################################################################
##
## File: Makefile
## Date Created: 2006-03-20
##
## Copyright (c) 2006 David D. Allen
##
## Permission is hereby granted, free of charge, to any person obtaining a
## copy of this software and associated documentation files (the "Software"),
## to deal in the Software without restriction, including without limitation
## the rights to use, copy, modify, merge, publish, distribute, sublicense,
## and/or sell copies of the Software, and to permit persons to whom the
## Software is furnished to do so, subject to the following conditions:
##
## The above copyright notice and this permission notice shall be included in
## all copies or substantial portions of the Software.
##
## THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
## IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
## FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL
## THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
## LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
## FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
## DEALINGS IN THE SOFTWARE.
##
#############################################################################
###

#---------------------------------------------------------------------- setup

# constants for processing
pdThreshold = 0.8
zThresh = -4.2645   # P = 0.00001
minTrainingSize = 300
maxTrainingSize = 3000
minTestSize = 600
maxTestSize = 3000
testRepeats = 10
eraSize = 150
texOutput = stats-table.tex
texStatsLabel = "Results from modified Sawtooth."
texStatsId = "tab:FinalStats"

# directories for data
rawArffDir = ../../../../var/tmp
arffDir = ../../../../var/tmp/data/filtered-data
testingDir = ../../../../var/tmp/data/test-data
testResultsDir = ../../../../var/tmp/data/test-results
finalStatsDir = ../../../../var/tmp/data/final-stats
texOutputDir = ../../../../var/tmp/data/tex-output

# list of source arff files
rawDataSources = $(wildcard $(rawArffDir)/*.arff )
filteredDataSources = $(wildcard $(arffDir)/*.arff )
trainDataSources = $(wildcard $(testingDir)/*-train.arff )

# list of arff files after filtering
dataSources = $(rawDataSources:$(rawArffDir)/%.arff=$(arffDir)/%.arff)

# list of csv files for testing set data
testCsv = $(filteredDataSources:$(arffDir)/%.arff=$(testingDir)/%.csv)

# list of csv files after testing
#resultsCsv = \
   #$(trainDataSources:$(testingDir)/%-train.arff=$(testResultsDir)/%.csv)

# list of csv files for class stats
classStatsCsv = $(testCsv:$(testingDir)/%.csv=$(finalStatsDir)/%.csv)


#------------------------------------------------------------- implicit rules
# filter raw data to filtered data
$(arffDir)/%.arff: $(rawArffDir)/%.arff ./code/filter.pl
	@echo -e "filter \"$<\" \"$@\""
	@./code/filter.pl $< $@ $(pdThreshold)

# resample filtered data to create training and testing data sets
$(testingDir)/%.csv: $(arffDir)/%.arff ./code/resample.pl
	@echo -e "resample \"$<\" \"$@\""
	@./code/resample.pl $< $(testingDir) $(minTrainingSize) \
	   $(maxTrainingSize) $(minTestSize) $(maxTestSize) $(testRepeats)

# run SAWTOOTH on all training and test data
$(testResultsDir)/%.csv: $(testingDir)/%-train.arff ./code/sawtooth.awk
	@echo -e "SAWTOOTH \"$<\" \"$(testingDir)/$*--test.arff\" \"$@\""
	@gawk -f ./code/sawtooth.awk ERA=$(eraSize) Verbose=0 Brief=0 \
		 SUBBINS=5 Pass=1 zThresh=$(zThresh) \
	         $< Pass=2 $(testingDir)/$*--test.arff > $@

# summarize data set results into final stats
$(finalStatsDir)/%.csv: $(testingDir)/%.csv #./code/classStats.pl
	@echo -e "classStats \"$<\" \"$(testResultsDir)\" \"$@\""
	@./code/classStats.pl $< $(testResultsDir) $@ $(eraSize)


#------------------------------------------------------- explicit build rules
.PHONY : tex-output class-stats perform-test resample-data filter-data \
         clean-all clean-tex clean-stats clean-test clean-resample \
         clean-filter

# produce the final tex output table
tex-output : $(texOutputDir)/$(texOutput)

# calculate class stats from the test results
class-stats : $(classStatsCsv)

# run the modified SAWTOOTH to produce final results
perform-test : #$(resultsCsv)
	@echo -e "SAWTOOTH \"$<\" \"$(testingDir)/$%--test.arff\" \"$@\""
	@gawk -f ./code/sawtooth.awk ERA=$(eraSize) Verbose=0 Brief=0 \
		 SUBBINS=5 Pass=1 zThresh=$(zThresh) \
	         $< Pass=2 $(testingDir)/$%--test.arff > $@

# resamples the filtered data into the testing data folder
resample-data : $(testCsv)

# filters the raw data into the filtered data folder
filter-data : $(dataSources)

# produce the final tex output table
$(texOutputDir)/$(texOutput) : ./code/build-tex-stats-table.pl
	./code/build-tex-stats-table.pl $(finalStatsDir) \
	   $(texStatsLabel) $(texStatsId) "$@"


#------------------------------------------------------- explicit clean rules
# remove all generated files
clean-all: clean-filter

# remove all tex output
clean-tex:
	rm -f $(texOutputDir)/*.tex

# remove all class stats
clean-stats: clean-tex
	rm -f $(finalStatsDir)/*.csv

# remove all test created files
clean-test: clean-stats
	rm -f $(testResultsDir)/*.csv

# remove all resample created files
clean-resample: clean-test
	rm -f $(testingDir)/*.arff 
	rm -f $(testingDir)/*.csv

# remove all filter created files
clean-filter: clean-resample
	rm -f $(arffDir)/*.arff