Changeset 1abcec9b for doc


Ignore:
Timestamp:
Apr 13, 2026, 3:05:44 AM (5 weeks ago)
Author:
Michael Brooks <mlbrooks@…>
Branches:
master
Children:
5b21636b
Parents:
2581f1e
Message:

Add overlaid means to list perf histograms. Add 2nd-order graph to the paper and its discussion.

Location:
doc/theses/mike_brooks_MMath
Files:
9 edited

Legend:

Unmodified
Added
Removed

  • doc/theses/mike_brooks_MMath/Makefile

    r2581f1e r1abcec9b  
    100100-include $(Plots)/*.d
    101101
     102${Build}/plot-%.sum.dat ${Build}/plot-%.det.dat: ${Plots}/%.py ${Plots}/common.py ${Plots}/ListCommon.py ${Plots}/%.py.INPUTS | ${Build}
     103        python3 $< ${Build}/plot-$*.sum.dat ${Build}/plot-$*.det.dat
     104
     105${Build}/plot-%.dat: ${Plots}/%.py ${Plots}/common.py ${Plots}/ListCommon.py ${Plots}/%.py.INPUTS | ${Build}
     106        python3 $< > $@
     107
    102108${Build}/plot-%.dat: ${Plots}/%.py ${Plots}/common.py ${Plots}/ListCommon.py ${Plots}/%.py.INPUTS | ${Build}
    103109        python3 $< > $@

  • doc/theses/mike_brooks_MMath/list.tex

    r2581f1e r1abcec9b  
    10341034  \includegraphics{plot-list-1ord.pdf}
    10351035  \caption{Histogram of operation durations, decomposed by all first-order effects.
    1036   Each of the three breakdowns divides the entire population of test results into its mutually disjoint constituents.
    1037   \MLB{missing: overlay of means}}
     1036  Each of the three breakdowns divides the entire population of test results into its mutually disjoint constituents.}
    10381037  \label{fig:plot-list-1ord}
    10391038\end{figure}
    … …  
    10461045
    10471046A similar situation comes from \VRef[Figure]{fig:plot-list-1ord}'s second comparison, by operation type.
    1048 Specific interactions like framework X doing better on stacks do occur; a selection of them is addressed in \MLB{TODO: cross reference}.
     1047Specific interactions do occur, like framework X doing better on stacks than on queues; a selection of these is addressed in \VRef[Figure]{fig:plot-list-2ord} and discussed shortly.
    10491048But they are so irrelevant to the issue of picking a winning framework that it is sufficient here to number the operations opaquely.
    10501049Whether a given list implementation is suitable for a language's general library succeeds or fails without knowledge of whether your use will have stack or queue movement.
    … …  
    10601059As does a small size on the Intel typically beat a medium size on the AMD by 66\%.
    10611060Framework choice is simply not where you stand to win or lose the most.
     1061
     1062\begin{figure}
     1063        \centering
     1064        \includegraphics{plot-list-2ord.pdf}
     1065        \caption{Histogram of operation durations, illustrating interactions with framework.
     1066        Each distribution shows how its framework reacts to a single other factor being varied across one pair of options.
     1067        Every (binned and mean-contributing) individual data point represents a pair of test setups, one with the criterion set to the option labelled at the top; the other setup uses the bottom option.
     1068        This point's y-axis score is the ratio of these setups' durations.
     1069        The point lands in a bin closer to the label of the option that performs better.
     1070        }
     1071        \label{fig:plot-list-2ord}
     1072\end{figure} 
     1073
     1074\VRef[Figure]{fig:plot-list-1ord} stays razor-focused on only first-order effects in order to contextualize a winner/loser framework observation.
     1075But this perspective cannot address questions like, ``Where are \CFA's sore spots?''
     1076Moreover, the shallow threatment of operations by ordinals said nothing about how stack usage compares with queues'.
     1077
     1078\VRef[Figure]{fig:plot-list-2ord} provides such answers.
     1079Its size-zone criterion refines the obvious notion that a small size runs faster than a big size; this issue is by how much.
     1080Indeed, all means favour small and few tails favour medium.
     1081But the various frameworks do no respond to the different sizes and machines uniformly.
     1082On the AMD, \CFA and \uCpp have a modest size sensitivity, LQ-tailq's is moderate amd LQ-list seems unaffected.
     1083On the Intel, \CFA's increases to moderate, while \uCpp is now unaffected, and both LQs have a dramatic response.
     1084The Intel is more sensitive to size than the AMD.
     1085
     1086Turning next to movement and polarity, the responses appear more subdued.
     1087Note that LQ-list has no represntation in these comparisons because it only supports stacks that push and pop with the first element.
     1088\CFA is completely stable under movement and polarity changes.
     1089\uCpp and LQ show modest responses favouring queues and insertion at last.
     1090
     1091Finally, with accessor, a \CFA sore spot emerges.
     1092Note the pair of two-way comparisons pulled from the three experiment setups used.
     1093First, the all-head/insert-element opposition addresses which insertion style is better---by-head (top) and by-element (bottom).
     1094Then, the all-head/remove-element opposition addresses which removal style is better---by-head (top) and by-element (bottom).
     1095The LQs favour insertion by head and removal by element.
     1096\CFA and \uCpp favour both operations by head.
     1097The strongest effect is \CFA's aversion to removal by element---certainly an opportunity for improvement.
     1098
     1099\begin{comment}
     1100        These remarks are mostly about 3ord over 2ord.
     1101This analysis does not provide more detail about one framework beating another; it offers different benefits.
     1102These interactions further illustrate the lottery-ticket unpredictability that a linked-list user inevitably faces, by revealing stronger-still performance swings hidden from the first-order view.
     1103They illustrate the difficult signal-to-noise ratio that I had to overcome in preparing this data.
     1104They may serve as a reference guiding future \CFA linked-list work by informing on where to target improvements.
     1105Finally, the findings offer the conclusion that \CFA's list offers more consostent performance across usage scenarios, than the other lists.
     1106\end{comment}
     1107
     1108\begin{comment}
     1109Further to the interpretation guidance of \VRef[Figure]{fig:plot-list-2ord}'s caption, a comparison with the construction of \VRef[Figure]{fig:plot-list-1ord} may be helpful.
     1110In the first-order graph, the factors being compared had many options: four, twelve and four.
     1111# XXX Each option contributes its own, seemingly independent, mean and distribution.
     1112# XXX But, in fact, they are not totally independent.
     1113# WRONG: it's not just about binary, you also need a split on a conditioned factor
     1114        I'm trying to get to:
     1115Side by side in earlier style, but they're opposites, so they mirror each other, so you take option B, flip it over, and have option A---I'll just show A
     1116\end{comment}
     1117
     1118
    10621119
    10631120\MLB{ TODO: find a home for these original conclusions:
    … …  
    11241181  \caption{Histogram of operation durations, decomposed by physical factors.
    11251182  Measurements are included from only the sizes in the ``small'' and ``medium'' stable zones.
    1126   This breakdown divides the entire population of test results into four mutually disjoint constituents.}
     1183  This breakdown divides the entire population of test results into four mutually disjoint constituents.
     1184  \MLB{I see that I broke it. But we might be getting rid of it.}
     1185  }
    11271186  \label{fig:plot-list-mchn-szz}
    11281187\end{figure}
    … …  
    11311190Each of these four histograms shows variation in duration coming from the four specific sizes in a size zone, from combining results of all twelve operations and all four frameworks.
    11321191Among the means of the four histograms, there is a standard deviation of 0.9 ns, which is 20\% of the global mean.
    1133 This variability is due solely to physial factors.
     1192This variability is due solely to physical factors.
    11341193
    11351194From the perspective of assessing winning/losing frameworks, these physical effects are noise.

  • doc/theses/mike_brooks_MMath/plots/ListCommon.py

    r2581f1e r1abcec9b  
    33import math
    44import os
     5import sys
    56from subprocess import Popen, PIPE
    67from scipy.stats import gmean
    … …  
    265266    return metadata
    266267
     268def printSingleSummaryFrom( measure, dfgrouped, *,
     269        file = sys.stdout,
     270        index = True,
     271        end = '\n' ) :
     272    aggregated = dfgrouped[measure].agg([
     273        ("gmean", gmean), "std", "min", "max", "count",
     274        lambda x: x.quantile(0.025),
     275        lambda x: x.quantile(0.16),
     276        lambda x: x.quantile(0.5),
     277        lambda x: x.quantile(0.84),
     278        lambda x: x.quantile(0.975)
     279    ])
     280    text = aggregated.to_csv(header=False, index=index, sep='\t')
     281    print(text, file=file, end=end)
     282
     283
    267284swiftSweetspot = (lambda x: x > 16 and x < 150)
    268285# swiftSweetspot = (lambda x: x > 4 and x < 32)
    … …  
    303320
    304321        grouped = timings.groupby(['op_num', 'fx_num', 'fx'])
    305 
    306         aggregated = grouped[measure].agg(
    307             ["mean", "std", "min", "max", "count",
    308             lambda x: x.quantile(0.025),
    309             lambda x: x.quantile(0.16),
    310             lambda x: x.quantile(0.5),
    311             lambda x: x.quantile(0.84),
    312             lambda x: x.quantile(0.975)]
    313         )
    314 
    315         text = aggregated.to_csv(header=False, index=True, sep='\t')
    316         print(text, end='')
     322        printSingleSummaryFrom( measure, grouped, end ='' )
     323
    317324
    318325def printSingleDetail(
    … …  
    426433    lateFilter = {}, # exclude from output
    427434    drillOn = ['fx'],
    428     marginalizeOn = None ):  # None means match drill-on
     435    marginalizeOn = None,  # None means match drill-on
     436    sumFile = sys.stdout,
     437    detFile = sys.stdout ):
    429438
    430439    if marginalizeOn == None:
    … …  
    478487#       print(mgroup, file=sys.stderr)
    479488
     489        dkey_str = list( map( str, dkey ) )
     490        header = str.join(', ', dkey_str)
     491
     492        dgroup_sole = dgroup.groupby((lambda _: 0))
     493        print(f'"{header}"', file=sumFile)
     494        printSingleSummaryFrom(
     495            c_measure, dgroup_sole, file=sumFile, index=False )
     496        print(file=sumFile)
     497        print(file=sumFile)
     498
    480499        histo_raw = dgroup[ c_measureBkt ].value_counts()
    481500        for b in buckets:
    … …  
    490509        histo.insert(y_lo_col_loc + 1, "y_hi", histo["y_lo"].apply(topValOfBucketBotVal))
    491510
    492         dkey_str = list( map( str, dkey ) )
    493         header = str.join(', ', dkey_str)
    494         print(f'"{header}"')
     511        print(f'"{header}"', file=detFile)
    495512        text = histo.to_csv(header=False, index=False, sep='\t')
    496         print(text)
    497         print()
    498         print()
     513        print(text, file=detFile)
     514        print(file=detFile)
     515        print(file=detFile)
    499516
    500517        # print(f'"{header}" FULL')

  • doc/theses/mike_brooks_MMath/plots/list-1ord.d

    r2581f1e r1abcec9b  
    1 plots/list-1ord.gp.INPUTS: build/plot-list-1ord.dat | build
     1plots/list-1ord.gp.INPUTS: build/plot-list-1ord.sum.dat build/plot-list-1ord.det.dat | build
    22plots/list-1ord.py.INPUTS: benchmarks/list/results-swift-general.csv

  • doc/theses/mike_brooks_MMath/plots/list-1ord.gp

    r2581f1e r1abcec9b  
    1515set grid
    1616set nokey
    17 set logscale y 2
    18 set yrange [0.4:3.0];
    19 set ytics ( \
    20    "+40%%" 1.666666667, \
    21    "+30%%" 1.428571429, \
    22    "+20%%" 1.25, \
    23    "+10%%" 1.111111111, \
    24    "0" 1, \
    25    "-20%%" 0.833333333, \
    26    "-40%%" 0.714285714, \
    27    "-60%%" 0.625, \
    28    "-80%%" 0.555555556, \
    29    "-100%%" 0.5, \
    30    "-130%%" 0.434782609, \
    31    "-160%%" 0.384615385, \
    32    "-200%%" 0.333333333 \
    33 )
     17
     18set ylabel "Duration (relative)" offset -1.0,0
     19set logscale y (2**0.2)
     20set yrange [0.38:2.5];
     21set format y "%.1f {/Symbol \264}"
     22set ytics (0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.2, 1.4, 1.6, 1.8, 2.0, 2.4)
     23
     24# Draw fake x axis at y=1.0; use vertical-only bounding 'H'
     25unset border
     26set arrow from graph 0, first 1 to graph 1, first 1 nohead lt -1 lw 2
     27set arrow 100 from graph 0, graph 0 to graph 0, graph 1 nohead lw 1 front
     28set arrow 101 from graph 1, graph 0 to graph 1, graph 1 nohead lw 1 front
     29
    3430set xrange [-5.5:17.5];
    3531set xlabel "Machine, Size Zone;                           Operation;                                     Framework;       \nPrevalence                                   Prevalence                                     Prevalence"
    … …  
    5753   "LQ: tailq" 15, \
    5854   "LQ: list"  16, \
    59 ) rotate by -45
    60 
    61 set ylabel "Duration (relative)" offset -1.0,0
    62 set errorbars 2.0
    63 set pointintervalbox 0
     55) scale 0 rotate by -45
    6456
    6557barHtScale_phys = 0.05
    … …  
    6759barHtScale_fx = 0.05
    6860
     61set errorbars 0 linewidth 4
     62set pointintervalbox 0
    6963
    70 plot INDIR."/plot-list-1ord.dat" \
     64
     65plot INDIR."/plot-list-1ord.det.dat" \
    7166       i  3 using (0):(0):(-1 - 1):(-1 - 1 +       barHtScale_phys * $3):1:2 title columnheader(1) with boxxyerror fc rgb "black"        fs transparent solid 0.15 noborder, \
    7267    '' i  2 using (0):(0):(-1 - 2):(-1 - 2 +       barHtScale_phys * $3):1:2 title columnheader(1) with boxxyerror fc rgb "black" fs transparent solid 0.15 noborder, \
    … …  
    110105    '' i 19 using (1 + 13 +       barHtScale_fx * $3):2 notitle with steps lc rgb "dark-orange"  lw 0.3, \
    111106    '' i 18 using (1 + 14 +       barHtScale_fx * $3):2 notitle with steps lc rgb "magenta"      lw 0.3, \
    112     '' i 17 using (1 + 15 + 3.5 * barHtScale_fx * $3):2 notitle with steps lc rgb "purple"       lw 0.3
    113 
     107    '' i 17 using (1 + 15 + 3.5 * barHtScale_fx * $3):2 notitle with steps lc rgb "purple"       lw 0.3, \
     108\
     109   INDIR."/plot-list-1ord.sum.dat" \
     110       i  3 using (-1 - 1):1:(-1 - 1):(-1 - 1 + .8) notitle with xerrorbars lc rgb "black"       pt  5  ps 0.8, \
     111    '' i  2 using (-1 - 2):1:(-1 - 2):(-1 - 2 + .8) notitle with xerrorbars lc rgb "black"       pt  5  ps 0.8, \
     112    '' i  1 using (-1 - 3):1:(-1 - 3):(-1 - 3 + .8) notitle with xerrorbars lc rgb "black"       pt  5  ps 0.8, \
     113    '' i  0 using (-1 - 4):1:(-1 - 4):(-1 - 4 + .8) notitle with xerrorbars lc rgb "black"       pt  5  ps 0.8, \
     114\
     115    '' i 10 using (     0):1:(     0):(     0 + .8) notitle with xerrorbars lc rgb "black"       pt  5  ps 0.8, \
     116    '' i 11 using (     1):1:(     1):(     1 + .8) notitle with xerrorbars lc rgb "black"       pt  5  ps 0.8, \
     117    '' i 12 using (     2):1:(     2):(     2 + .8) notitle with xerrorbars lc rgb "black"       pt  5  ps 0.8, \
     118    '' i 13 using (     3):1:(     3):(     3 + .8) notitle with xerrorbars lc rgb "black"       pt  5  ps 0.8, \
     119    '' i 14 using (     4):1:(     4):(     4 + .8) notitle with xerrorbars lc rgb "black"       pt  5  ps 0.8, \
     120    '' i 15 using (     5):1:(     5):(     5 + .8) notitle with xerrorbars lc rgb "black"       pt  5  ps 0.8, \
     121    '' i  4 using (     6):1:(     6):(     6 + .8) notitle with xerrorbars lc rgb "black"       pt  5  ps 0.8, \
     122    '' i  5 using (     7):1:(     7):(     7 + .8) notitle with xerrorbars lc rgb "black"       pt  5  ps 0.8, \
     123    '' i  6 using (     8):1:(     8):(     8 + .8) notitle with xerrorbars lc rgb "black"       pt  5  ps 0.8, \
     124    '' i  7 using (     9):1:(     9):(     9 + .8) notitle with xerrorbars lc rgb "black"       pt  5  ps 0.8, \
     125    '' i  8 using (    10):1:(    10):(    10 + .8) notitle with xerrorbars lc rgb "black"       pt  5  ps 0.8, \
     126    '' i  9 using (    11):1:(    11):(    11 + .8) notitle with xerrorbars lc rgb "black"       pt  5  ps 0.8, \
     127\
     128    '' i 16 using (1 + 12):1:(1 + 12):(1 + 12 + .8) notitle with xerrorbars lc rgb "blue"        pt  7  ps 1.0, \
     129    '' i 19 using (1 + 13):1:(1 + 13):(1 + 13 + .8) notitle with xerrorbars lc rgb "dark-orange" pt  9  ps 1.2, \
     130    '' i 18 using (1 + 14):1:(1 + 14):(1 + 14 + .8) notitle with xerrorbars lc rgb "magenta"     pt  11 ps 1.2, \
     131    '' i 17 using (1 + 15):1:(1 + 15):(1 + 15 + .8) notitle with xerrorbars lc rgb "dark-violet" pt  13 ps 1.4

  • doc/theses/mike_brooks_MMath/plots/list-1ord.py

    r2581f1e r1abcec9b  
    66sys.path.insert(0, os.path.dirname(__file__))
    77from ListCommon import *
     8
     9sumFile = open( sys.argv[1], 'w' )
     10detFile = open( sys.argv[2], 'w' )
    811
    912physicals = ['machine', 'SizeZone']
    … …  
    2124    tgtPolarity = 'all',
    2225    tgtAccessor = 'all',
    23     drillOn=physicals )
     26    drillOn=physicals,
     27    sumFile = sumFile,
     28    detFile = detFile )
    2429
    2530printHistos(
    … …  
    2732    tgtPolarity = 'all',
    2833    tgtAccessor = 'all',
    29     drillOn=ops )
     34    drillOn=ops,
     35    sumFile = sumFile,
     36    detFile = detFile )
    3037
    3138printHistos(
    … …  
    3340    tgtPolarity = 'all',
    3441    tgtAccessor = 'all',
    35     drillOn=fx )
     42    drillOn=fx,
     43    sumFile = sumFile,
     44    detFile = detFile )

  • doc/theses/mike_brooks_MMath/plots/list-2ord.d

    r2581f1e r1abcec9b  
    1 plots/list-2ord.gp.INPUTS: build/plot-list-2ord.dat | build
     1plots/list-2ord.gp.INPUTS: build/plot-list-2ord.sum.dat build/plot-list-2ord.det.dat | build
    22plots/list-2ord.py.INPUTS: benchmarks/list/results-swift-general.csv

  • doc/theses/mike_brooks_MMath/plots/list-2ord.gp

    r2581f1e r1abcec9b  
    1212set lmargin 10
    1313set bmargin 5
    14 set tmargin 2
     14set tmargin 3.5
    1515
    1616set grid
    17 set nokey
    1817
    1918set logscale y (2**0.2)
    20 set yrange [0.57:1.65];
    21 set format y "%.2f {/Symbol \264}"
     19set yrange [0.65:1.65];
     20set format y "%.1f {/Symbol \264}"
    2221set ytics (0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6)
    2322set ylabel "Speedup,  bot. opt.  {/Symbol \256}  top opt." offset -0.5,0
    … …  
    3029
    3130set xrange [-0.7:27.5];
    32 set xlabel "Criterion;  top / bot. Options;  Prevalence" offset 0,-1.5
     31set xlabel "Criterion;  top-bottom Options;  Prevalence" offset 0,-1.5
    3332set format x ""
    3433set xtics ( \
    … …  
    4241
    4342set label "small"                           at first  1.5, graph  1.05 center
    44 set label "(AMD)"                           at first  1.5, graph  0.06 center font "Times-Bold,18"
     43set label "(AMD)"                           at first  1.5, graph  0.06 center font "Times-Bold,18" front
    4544set label "medium"                          at first  1.5, graph -0.05 center
    4645set label "small"                           at first  6.5, graph  1.05 center
    47 set label "(Intel)"                         at first  6.5, graph  0.06 center font "Times-Bold,18"
     46set label "(Intel)"                         at first  6.5, graph  0.06 center font "Times-Bold,18" front
    4847set label "medium"                          at first  6.5, graph -0.05 center
    4948set label "Size Zone"                       at first  4  , graph -0.14 center
    … …  
    6059set label "ins. elem."                      at first 19.5, graph -0.05 center
    6160set label "all head"                        at first 24.5, graph  1.05 center
    62 set label "rem. elem"                       at first 24.5, graph -0.05 center
     61set label "rem. elem."                       at first 24.5, graph -0.05 center
    6362set label "Accessor"                        at first 22  , graph -0.14 center
    6463
    … …  
    8483set arrow 21+.4 from 26+.4, graph -0.10 to 26+.4, graph -0.08 nohead lw 1
    8584
     85# legend, augmented
     86set key outside top center horizontal maxrows 1 samplen 2 width +1 # offset -10,0
     87set object 2 rect from first  3.20, screen 0.93 to first  4.85, screen 0.99 fc rgb "blue"        fs transparent solid 0.20 border lc rgb "blue"        lw 0.3
     88set object 3 rect from first  8.80, screen 0.93 to first 10.45, screen 0.99 fc rgb "dark-orange" fs transparent solid 0.25 border lc rgb "dark-orange" lw 0.3
     89set object 4 rect from first 14.40, screen 0.93 to first 16.05, screen 0.99 fc rgb "magenta"     fs transparent solid 0.20 border lc rgb "magenta"     lw 0.3
     90set object 5 rect from first 19.98, screen 0.93 to first 21.63, screen 0.99 fc rgb "dark-violet" fs transparent solid 0.25 border lc rgb "dark-violet" lw 0.3
     91# word "mean" is title of a data series plotted froom $Singleton
     92set arrow 99 from first 20.8, screen 0.96 to first 23, screen 0.96  nohead lw 1 dt 2
     93
    8694set errorbars 2.0
    8795set pointintervalbox 0
    8896
    89 barHtScale_phys = 0.05
    90 barHtScale_op = 0.1
    91 barHtScale_fx = 0.05
    92 
    93 
    94 plot INDIR."/plot-list-2ord.dat" \
    95        i ( 0 + 0) using (0):(0):( 0 + 0):( 0 + 0 +       barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "blue"        fs transparent solid 0.15 noborder, \
    96     '' i ( 0 + 3) using (0):(0):( 0 + 1):( 0 + 1 +       barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "dark-orange" fs transparent solid 0.15 noborder, \
    97     '' i ( 0 + 2) using (0):(0):( 0 + 2):( 0 + 2 +       barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "magenta"     fs transparent solid 0.15 noborder, \
    98     '' i ( 0 + 1) using (0):(0):( 0 + 3):( 0 + 3 + 3.5 * barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "purple"      fs transparent solid 0.35 noborder, \
    99     '' i ( 0 + 0) using                  ( 0 + 0 +       barHtScale_fx * $3):2 notitle with steps lc rgb "blue"         lw 0.3, \
    100     '' i ( 0 + 3) using                  ( 0 + 1 +       barHtScale_fx * $3):2 notitle with steps lc rgb "dark-orange"  lw 0.3, \
    101     '' i ( 0 + 2) using                  ( 0 + 2 +       barHtScale_fx * $3):2 notitle with steps lc rgb "magenta"      lw 0.3, \
    102     '' i ( 0 + 1) using                  ( 0 + 3 + 3.5 * barHtScale_fx * $3):2 notitle with steps lc rgb "purple"       lw 0.3, \
    103 \
    104     '' i ( 4 + 0) using (0):(0):( 5 + 0):( 5 + 0 +       barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "blue"        fs transparent solid 0.15 noborder, \
    105     '' i ( 4 + 3) using (0):(0):( 5 + 1):( 5 + 1 +       barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "dark-orange" fs transparent solid 0.15 noborder, \
    106     '' i ( 4 + 2) using (0):(0):( 5 + 2):( 5 + 2 +       barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "magenta"     fs transparent solid 0.15 noborder, \
    107     '' i ( 4 + 1) using (0):(0):( 5 + 3):( 5 + 3 + 3.5 * barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "purple"      fs transparent solid 0.35 noborder, \
    108     '' i ( 4 + 0) using                  ( 5 + 0 +       barHtScale_fx * $3):2 notitle with steps lc rgb "blue"         lw 0.3, \
    109     '' i ( 4 + 3) using                  ( 5 + 1 +       barHtScale_fx * $3):2 notitle with steps lc rgb "dark-orange"  lw 0.3, \
    110     '' i ( 4 + 2) using                  ( 5 + 2 +       barHtScale_fx * $3):2 notitle with steps lc rgb "magenta"      lw 0.3, \
    111     '' i ( 4 + 1) using                  ( 5 + 3 + 3.5 * barHtScale_fx * $3):2 notitle with steps lc rgb "purple"       lw 0.3, \
    112 \
    113     '' i ( 8 + 0) using (0):(0):(10 + 0):(10 + 0 + barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "blue"        fs transparent solid 0.15 noborder, \
    114     '' i ( 8 + 2) using (0):(0):(10 + 1):(10 + 1 + barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "dark-orange" fs transparent solid 0.15 noborder, \
    115     '' i ( 8 + 1) using (0):(0):(10 + 2):(10 + 2 + barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "magenta"     fs transparent solid 0.15 noborder, \
    116     '' i ( 8 + 0) using                  (10 + 0 + barHtScale_fx * $3):2 notitle with steps lc rgb "blue"         lw 0.3, \
    117     '' i ( 8 + 2) using                  (10 + 1 + barHtScale_fx * $3):2 notitle with steps lc rgb "dark-orange"  lw 0.3, \
    118     '' i ( 8 + 1) using                  (10 + 2 + barHtScale_fx * $3):2 notitle with steps lc rgb "magenta"      lw 0.3, \
    119 \
    120     '' i (11 + 0) using (0):(0):(14 + 0):(14 + 0 + barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "blue"        fs transparent solid 0.15 noborder, \
    121     '' i (11 + 2) using (0):(0):(14 + 1):(14 + 1 + barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "dark-orange" fs transparent solid 0.15 noborder, \
    122     '' i (11 + 1) using (0):(0):(14 + 2):(14 + 2 + barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "magenta"     fs transparent solid 0.15 noborder, \
    123     '' i (11 + 0) using                  (14 + 0 + barHtScale_fx * $3):2 notitle with steps lc rgb "blue"         lw 0.3, \
    124     '' i (11 + 2) using                  (14 + 1 + barHtScale_fx * $3):2 notitle with steps lc rgb "dark-orange"  lw 0.3, \
    125     '' i (11 + 1) using                  (14 + 2 + barHtScale_fx * $3):2 notitle with steps lc rgb "magenta"      lw 0.3, \
    126 \
    127     '' i (14 + 0) using (0):(0):(18 + 0):(18 + 0 +       barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "blue"        fs transparent solid 0.15 noborder, \
    128     '' i (14 + 3) using (0):(0):(18 + 1):(18 + 1 +       barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "dark-orange" fs transparent solid 0.15 noborder, \
    129     '' i (14 + 2) using (0):(0):(18 + 2):(18 + 2 +       barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "magenta"     fs transparent solid 0.15 noborder, \
    130     '' i (14 + 1) using (0):(0):(18 + 3):(18 + 3 + 3.5 * barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "purple"      fs transparent solid 0.35 noborder, \
    131     '' i (14 + 0) using                  (18 + 0 +       barHtScale_fx * $3):2 notitle with steps lc rgb "blue"         lw 0.3, \
    132     '' i (14 + 3) using                  (18 + 1 +       barHtScale_fx * $3):2 notitle with steps lc rgb "dark-orange"  lw 0.3, \
    133     '' i (14 + 2) using                  (18 + 2 +       barHtScale_fx * $3):2 notitle with steps lc rgb "magenta"      lw 0.3, \
    134     '' i (14 + 1) using                  (18 + 3 + 3.5 * barHtScale_fx * $3):2 notitle with steps lc rgb "purple"       lw 0.3, \
    135 \
    136     '' i (18 + 0) using (0):(0):(23 + 0):(23 + 0 +       barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "blue"        fs transparent solid 0.15 noborder, \
    137     '' i (18 + 3) using (0):(0):(23 + 1):(23 + 1 +       barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "dark-orange" fs transparent solid 0.15 noborder, \
    138     '' i (18 + 2) using (0):(0):(23 + 2):(23 + 2 +       barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "magenta"     fs transparent solid 0.15 noborder, \
    139     '' i (18 + 1) using (0):(0):(23 + 3):(23 + 3 + 3.5 * barHtScale_fx * $3):1:2 title columnheader(1) with boxxyerror fc rgb "purple"      fs transparent solid 0.35 noborder, \
    140     '' i (18 + 0) using                  (23 + 0 +       barHtScale_fx * $3):2 notitle with steps lc rgb "blue"         lw 0.3, \
    141     '' i (18 + 3) using                  (23 + 1 +       barHtScale_fx * $3):2 notitle with steps lc rgb "dark-orange"  lw 0.3, \
    142     '' i (18 + 2) using                  (23 + 2 +       barHtScale_fx * $3):2 notitle with steps lc rgb "magenta"      lw 0.3, \
    143     '' i (18 + 1) using                  (23 + 3 + 3.5 * barHtScale_fx * $3):2 notitle with steps lc rgb "purple"       lw 0.3
     97# One row, to plot one-off points
     98$Singleton <<EOD
     990
     100EOD
     101
     102
     103
     104
     105# show colornames
     106#   blue               #0000ff =   0   0 255
     107#   dark-orange        #c04000 = 192  64   0
     108#   magenta            #ff00ff = 255   0 255
     109#   purple             #c080ff = 192 128 255
     110
     111
     112
     113
     114
     115set errorbars 0 linewidth 4
     116
     117
     118barHtScale = 0.048
     119
     120plot \
     121   INDIR."/plot-list-2ord.det.dat" \
     122       i ( 0 + 0) using (0):(0):( 0 + 0):( 0 + 0 +       barHtScale * $3):1:2 notitle with boxxyerror fc rgb "blue"        fs transparent solid 0.20 noborder, \
     123    '' i ( 0 + 3) using (0):(0):( 0 + 1):( 0 + 1 +       barHtScale * $3):1:2 notitle with boxxyerror fc rgb "dark-orange" fs transparent solid 0.25 noborder, \
     124    '' i ( 0 + 2) using (0):(0):( 0 + 2):( 0 + 2 +       barHtScale * $3):1:2 notitle with boxxyerror fc rgb "magenta"     fs transparent solid 0.20 noborder, \
     125    '' i ( 0 + 1) using (0):(0):( 0 + 3):( 0 + 3 + 3.5 * barHtScale * $3):1:2 notitle with boxxyerror fc rgb "dark-violet" fs transparent solid 0.25 noborder, \
     126    '' i ( 0 + 0) using                  ( 0 + 0 +       barHtScale * $3):2 notitle with steps lc rgb "blue"         lw 0.3, \
     127    '' i ( 0 + 3) using                  ( 0 + 1 +       barHtScale * $3):2 notitle with steps lc rgb "dark-orange"  lw 0.3, \
     128    '' i ( 0 + 2) using                  ( 0 + 2 +       barHtScale * $3):2 notitle with steps lc rgb "magenta"      lw 0.3, \
     129    '' i ( 0 + 1) using                  ( 0 + 3 + 3.5 * barHtScale * $3):2 notitle with steps lc rgb "dark-violet"  lw 0.3, \
     130\
     131    '' i ( 4 + 0) using (0):(0):( 5 + 0):( 5 + 0 +       barHtScale * $3):1:2 notitle with boxxyerror fc rgb "blue"        fs transparent solid 0.20 noborder, \
     132    '' i ( 4 + 3) using (0):(0):( 5 + 1):( 5 + 1 +       barHtScale * $3):1:2 notitle with boxxyerror fc rgb "dark-orange" fs transparent solid 0.25 noborder, \
     133    '' i ( 4 + 2) using (0):(0):( 5 + 2):( 5 + 2 +       barHtScale * $3):1:2 notitle with boxxyerror fc rgb "magenta"     fs transparent solid 0.20 noborder, \
     134    '' i ( 4 + 1) using (0):(0):( 5 + 3):( 5 + 3 + 3.5 * barHtScale * $3):1:2 notitle with boxxyerror fc rgb "dark-violet" fs transparent solid 0.25 noborder, \
     135    '' i ( 4 + 0) using                  ( 5 + 0 +       barHtScale * $3):2 notitle with steps lc rgb "blue"         lw 0.3, \
     136    '' i ( 4 + 3) using                  ( 5 + 1 +       barHtScale * $3):2 notitle with steps lc rgb "dark-orange"  lw 0.3, \
     137    '' i ( 4 + 2) using                  ( 5 + 2 +       barHtScale * $3):2 notitle with steps lc rgb "magenta"      lw 0.3, \
     138    '' i ( 4 + 1) using                  ( 5 + 3 + 3.5 * barHtScale * $3):2 notitle with steps lc rgb "dark-violet"  lw 0.3, \
     139\
     140    '' i ( 8 + 0) using (0):(0):(10 + 0):(10 + 0 +       barHtScale * $3):1:2 notitle with boxxyerror fc rgb "blue"        fs transparent solid 0.20 noborder, \
     141    '' i ( 8 + 2) using (0):(0):(10 + 1):(10 + 1 +       barHtScale * $3):1:2 notitle with boxxyerror fc rgb "dark-orange" fs transparent solid 0.25 noborder, \
     142    '' i ( 8 + 1) using (0):(0):(10 + 2):(10 + 2 +       barHtScale * $3):1:2 notitle with boxxyerror fc rgb "magenta"     fs transparent solid 0.20 noborder, \
     143    '' i ( 8 + 0) using                  (10 + 0 +       barHtScale * $3):2 notitle with steps lc rgb "blue"         lw 0.3, \
     144    '' i ( 8 + 2) using                  (10 + 1 +       barHtScale * $3):2 notitle with steps lc rgb "dark-orange"  lw 0.3, \
     145    '' i ( 8 + 1) using                  (10 + 2 +       barHtScale * $3):2 notitle with steps lc rgb "magenta"      lw 0.3, \
     146\
     147    '' i (11 + 0) using (0):(0):(14 + 0):(14 + 0 +       barHtScale * $3):1:2 notitle with boxxyerror fc rgb "blue"        fs transparent solid 0.20 noborder, \
     148    '' i (11 + 2) using (0):(0):(14 + 1):(14 + 1 +       barHtScale * $3):1:2 notitle with boxxyerror fc rgb "dark-orange" fs transparent solid 0.25 noborder, \
     149    '' i (11 + 1) using (0):(0):(14 + 2):(14 + 2 +       barHtScale * $3):1:2 notitle with boxxyerror fc rgb "magenta"     fs transparent solid 0.20 noborder, \
     150    '' i (11 + 0) using                  (14 + 0 +       barHtScale * $3):2 notitle with steps lc rgb "blue"         lw 0.3, \
     151    '' i (11 + 2) using                  (14 + 1 +       barHtScale * $3):2 notitle with steps lc rgb "dark-orange"  lw 0.3, \
     152    '' i (11 + 1) using                  (14 + 2 +       barHtScale * $3):2 notitle with steps lc rgb "magenta"      lw 0.3, \
     153\
     154    '' i (14 + 0) using (0):(0):(18 + 0):(18 + 0 +       barHtScale * $3):1:2 notitle with boxxyerror fc rgb "blue"        fs transparent solid 0.20 noborder, \
     155    '' i (14 + 3) using (0):(0):(18 + 1):(18 + 1 +       barHtScale * $3):1:2 notitle with boxxyerror fc rgb "dark-orange" fs transparent solid 0.25 noborder, \
     156    '' i (14 + 2) using (0):(0):(18 + 2):(18 + 2 +       barHtScale * $3):1:2 notitle with boxxyerror fc rgb "magenta"     fs transparent solid 0.20 noborder, \
     157    '' i (14 + 1) using (0):(0):(18 + 3):(18 + 3 + 3.5 * barHtScale * $3):1:2 notitle with boxxyerror fc rgb "dark-violet" fs transparent solid 0.25 noborder, \
     158    '' i (14 + 0) using                  (18 + 0 +       barHtScale * $3):2 notitle with steps lc rgb "blue"         lw 0.3, \
     159    '' i (14 + 3) using                  (18 + 1 +       barHtScale * $3):2 notitle with steps lc rgb "dark-orange"  lw 0.3, \
     160    '' i (14 + 2) using                  (18 + 2 +       barHtScale * $3):2 notitle with steps lc rgb "magenta"      lw 0.3, \
     161    '' i (14 + 1) using                  (18 + 3 + 3.5 * barHtScale * $3):2 notitle with steps lc rgb "dark-violet"  lw 0.3, \
     162\
     163    '' i (18 + 0) using (0):(0):(23 + 0):(23 + 0 +       barHtScale * $3):1:2 notitle with boxxyerror fc rgb "blue"        fs transparent solid 0.20 noborder, \
     164    '' i (18 + 3) using (0):(0):(23 + 1):(23 + 1 +       barHtScale * $3):1:2 notitle with boxxyerror fc rgb "dark-orange" fs transparent solid 0.25 noborder, \
     165    '' i (18 + 2) using (0):(0):(23 + 2):(23 + 2 +       barHtScale * $3):1:2 notitle with boxxyerror fc rgb "magenta"     fs transparent solid 0.20 noborder, \
     166    '' i (18 + 1) using (0):(0):(23 + 3):(23 + 3 + 3.5 * barHtScale * $3):1:2 notitle with boxxyerror fc rgb "dark-violet" fs transparent solid 0.25 noborder, \
     167    '' i (18 + 0) using                  (23 + 0 +       barHtScale * $3):2 notitle with steps lc rgb "blue"         lw 0.3, \
     168    '' i (18 + 3) using                  (23 + 1 +       barHtScale * $3):2 notitle with steps lc rgb "dark-orange"  lw 0.3, \
     169    '' i (18 + 2) using                  (23 + 2 +       barHtScale * $3):2 notitle with steps lc rgb "magenta"      lw 0.3, \
     170    '' i (18 + 1) using                  (23 + 3 + 3.5 * barHtScale * $3):2 notitle with steps lc rgb "dark-violet"  lw 0.3, \
     171\
     172   INDIR."/plot-list-2ord.sum.dat" \
     173       i ( 0 + 0) using ( 0 + 0 ):1 title "{/Helvetica=15 C{/Symbol \42}}"   with points     lc rgb "blue"        pt  7  ps 1.0, \
     174    '' i ( 0 + 3) using ( 0 + 1 ):1 title "{/Symbol \155}C++"                with points     lc rgb "dark-orange" pt  9  ps 1.2, \
     175    '' i ( 0 + 2) using ( 0 + 2 ):1 title "LQ-tailq"                         with points     lc rgb "magenta"     pt  11 ps 1.2, \
     176    '' i ( 0 + 1) using ( 0 + 3 ):1 title "LQ-list"                          with points     lc rgb "dark-violet" pt  13 ps 1.4, \
     177    '' i ( 0 + 0) using ( 0 + 0):1:( 0 + 0):( 0 + 0 + .8)            notitle with xerrorbars lc rgb "blue"        pt  0, \
     178    '' i ( 0 + 3) using ( 0 + 1):1:( 0 + 1):( 0 + 1 + .8)            notitle with xerrorbars lc rgb "dark-orange" pt  0, \
     179    '' i ( 0 + 2) using ( 0 + 2):1:( 0 + 2):( 0 + 2 + .8)            notitle with xerrorbars lc rgb "magenta"     pt  0, \
     180    '' i ( 0 + 1) using ( 0 + 3):1:( 0 + 3):( 0 + 3 + .8)            notitle with xerrorbars lc rgb "dark-violet" pt  0, \
     181\
     182    '' i ( 4 + 0) using ( 5 + 0):1:( 5 + 0):( 5 + 0 + .8) notitle with xerrorbars lc rgb "blue"        pt  7  ps 1.0, \
     183    '' i ( 4 + 3) using ( 5 + 1):1:( 5 + 1):( 5 + 1 + .8) notitle with xerrorbars lc rgb "dark-orange" pt  9  ps 1.2, \
     184    '' i ( 4 + 2) using ( 5 + 2):1:( 5 + 2):( 5 + 2 + .8) notitle with xerrorbars lc rgb "magenta"     pt  11 ps 1.2, \
     185    '' i ( 4 + 1) using ( 5 + 3):1:( 5 + 3):( 5 + 3 + .8) notitle with xerrorbars lc rgb "dark-violet" pt  13 ps 1.4, \
     186\
     187    '' i ( 8 + 0) using (10 + 0):1:(10 + 0):(10 + 0 + .8) notitle with xerrorbars lc rgb "blue"        pt  7  ps 1.0, \
     188    '' i ( 8 + 2) using (10 + 1):1:(10 + 1):(10 + 1 + .8) notitle with xerrorbars lc rgb "dark-orange" pt  9  ps 1.2, \
     189    '' i ( 8 + 1) using (10 + 2):1:(10 + 2):(10 + 2 + .8) notitle with xerrorbars lc rgb "magenta"     pt  11 ps 1.2, \
     190\
     191    '' i (11 + 0) using (14 + 0):1:(14 + 0):(14 + 0 + .8) notitle with xerrorbars lc rgb "blue"        pt  7  ps 1.0, \
     192    '' i (11 + 2) using (14 + 1):1:(14 + 1):(14 + 1 + .8) notitle with xerrorbars lc rgb "dark-orange" pt  9  ps 1.2, \
     193    '' i (11 + 1) using (14 + 2):1:(14 + 2):(14 + 2 + .8) notitle with xerrorbars lc rgb "magenta"     pt  11 ps 1.2, \
     194\
     195    '' i (14 + 0) using (18 + 0):1:(18 + 0):(18 + 0 + .8) notitle with xerrorbars lc rgb "blue"        pt  7  ps 1.0, \
     196    '' i (14 + 3) using (18 + 1):1:(18 + 1):(18 + 1 + .8) notitle with xerrorbars lc rgb "dark-orange" pt  9  ps 1.2, \
     197    '' i (14 + 2) using (18 + 2):1:(18 + 2):(18 + 2 + .8) notitle with xerrorbars lc rgb "magenta"     pt  11 ps 1.2, \
     198    '' i (14 + 1) using (18 + 3):1:(18 + 3):(18 + 3 + .8) notitle with xerrorbars lc rgb "dark-violet" pt  13 ps 1.4, \
     199\
     200    '' i (18 + 0) using (23 + 0):1:(23 + 0):(23 + 0 + .8) notitle with xerrorbars lc rgb "blue"        pt  7  ps 1.0, \
     201    '' i (18 + 3) using (23 + 1):1:(23 + 1):(23 + 1 + .8) notitle with xerrorbars lc rgb "dark-orange" pt  9  ps 1.2, \
     202    '' i (18 + 2) using (23 + 2):1:(23 + 2):(23 + 2 + .8) notitle with xerrorbars lc rgb "magenta"     pt  11 ps 1.2, \
     203    '' i (18 + 1) using (23 + 3):1:(23 + 3):(23 + 3 + .8) notitle with xerrorbars lc rgb "dark-violet" pt  13 ps 1.4, \
     204\
     205    $Singleton using (0):(0.1):("This text is placed offscrean-low") title "↕ mean" with labels

  • doc/theses/mike_brooks_MMath/plots/list-2ord.py

    r2581f1e r1abcec9b  
    66sys.path.insert(0, os.path.dirname(__file__))
    77from ListCommon import *
     8
     9sumFile = open( sys.argv[1], 'w' )
     10detFile = open( sys.argv[2], 'w' )
    811
    912# for mvmt+polarity effects, where lq-list doesn't support queue or inslast
    … …  
    1720                   'SizeZone': ['ML'] },
    1821    drillOn=['machine', 'SizeZone', 'fx'],
    19     marginalizeOn=['SizeZone'] )
     22    marginalizeOn=['SizeZone'],
     23    sumFile = sumFile,
     24    detFile = detFile )
    2025
    2126printHistos(
    … …  
    2631                   'SizeZone': ['ML'] },
    2732    drillOn=['machine', 'SizeZone', 'fx'],
    28     marginalizeOn=['SizeZone'] )
     33    marginalizeOn=['SizeZone'],
     34    sumFile = sumFile,
     35    detFile = detFile )
    2936
    3037printHistos(
    … …  
    3542                   'fx': noLqList },
    3643    drillOn=['movement', 'fx'],
    37     marginalizeOn=['movement'] )
     44    marginalizeOn=['movement'],
     45    sumFile = sumFile,
     46    detFile = detFile )
    3847
    3948printHistos(
    … …  
    4453                   'fx': noLqList },
    4554    drillOn=['polarity', 'fx'],
    46     marginalizeOn=['polarity'] )
     55    marginalizeOn=['polarity'],
     56    sumFile = sumFile,
     57    detFile = detFile )
    4758
    4859printHistos(
    … …  
    5061    tgtPolarity = 'all',
    5162    tgtAccessor = 'all',
    52     earlyFilter = { 'accessor': ['allhead', 'inselem'] },
    53     lateFilter = { 'accessor': ['inselem'] },
     63    earlyFilter = { 'accessor': ['allhead', 'inselem'] }, # set up head-to-head benchmarking
     64    lateFilter = { 'accessor': ['inselem'] }, # show one side of the mirror, as usual
    5465    drillOn=['accessor', 'fx'],
    55     marginalizeOn=['accessor'] )
     66    marginalizeOn=['accessor'],
     67    sumFile = sumFile,
     68    detFile = detFile )
    5669
    5770printHistos(
    … …  
    6275    lateFilter = { 'accessor': ['remelem'] },
    6376    drillOn=['accessor', 'fx'],
    64     marginalizeOn=['accessor'] )
     77    marginalizeOn=['accessor'],
     78    sumFile = sumFile,
     79    detFile = detFile )
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