(require 'cgn)
(use-package :cgn)

(progn
  (load "efbin.lisp")
  (load "asterisk.lisp")
  (load "fastmap.lisp")
  (load "fastmap-kmeans-ancillary.lisp"))


(defun demo-madeup-asterisk (&optional (num.to.make 1000))
  (let ((x (asterisk (efbin (madeup-test-biglist (madeup-make-biglist num.to.make))))))
    ;;(maphash #'(lambda (k v) (format t "~A ~A~%" k v)) x)
    x))

(defun demo-madeup-fastmap (&optional (num.to.make 1000))
  (simple-plottable (fastmap 3 (l2a (conversion-things (madeup-test-biglist (madeup-make-biglist num.to.make))))) "test.dat")
  (with-gnuplot ('linux)
    (set-title "Madeup Fastmapped")
    (format-gnuplot "splot 'test.dat'")))

(defun new-demo-madeup-fastmap (&optional (num.to.make 1000))
  (let ((biglist (l2a (conversion-things (madeup-test-biglist (madeup-make-biglist num.to.make)))))
	(lastvals nil))
    (dotimes (i (array-dimension biglist 0))
      (setf lastvals (append lastvals (list (aref biglist i (- (array-dimension biglist 1) 1))))))
    (setf biglist (adjust-array biglist (list (array-dimension biglist 0) (- (array-dimension biglist 1) 1))))
    (setf biglist (fastmap 2 biglist))
    (setf biglist (adjust-array biglist (list (array-dimension biglist 0) (+ (array-dimension biglist 1) 1))))
    (dotimes (i (array-dimension biglist 0))
      (setf (aref biglist i (- (array-dimension biglist 1) 1)) (nth i lastvals)))
    (simple-plottable biglist "randomdata.dat")))
    
    ;;(with-gnuplot ('linux)
     ;; (set-title "Madeup Fastmapped")
     ;; (format-gnuplot "set zrange [0.0:1.5]")
     ;; (format-gnuplot "splot 'randomdata.dat'"))))

(defun conversion-things (datalist)
  (pop datalist)
  datalist)

(defun random-madeup-instance ()
  (let ((newlist nil)
	(tempval 0))
    (dotimes (i 12 newlist)
      (cond ((< i 4)
	     (setf tempval (* (random 5000) 1e-4)))
	    ((< i 8) 
	     (setf tempval (* (random 1000) 1e-6)))
	    ((< i 12)
	     (setf tempval (* (random 1000) 1e-2))))
      (setf newlist (append newlist (list tempval))))))

(defun madeup-make-biglist (&optional (num 1000))
  (let ((newlist '((a b c d e f g h i j k l guilt))))
    (dotimes (i num newlist)
      (setf newlist (append newlist (list (random-madeup-instance)))))))

(defun madeup-test-biglist (alist)
  (let ((firstrow (pop alist))
	(newlist nil)
	(val 0)
	(num.true 0))
    (dolist (row alist)
      (setf val (madeup-test row))
      (setf newlist (append newlist (list (append row (list val)))))
      (if (> val 1)
	  (incf num.true)))
    (format t "num.true:~A~%" num.true)
    (append (list firstrow) newlist)))
      

(defun madeup-test (alist)
  (let ((small (/ 1 most-positive-fixnum))
	(a (nth 0 alist))
	(b (nth 1 alist))
	(c (nth 2 alist))
	(d (nth 3 alist))
	(e (nth 4 alist))
	(f (nth 5 alist))
	(g (nth 6 alist))
	(h (nth 7 alist))
	(i (nth 8 alist))
	(j (nth 9 alist))
	(k (nth 10 alist))
	(l (nth 11 alist)))
    (abs (* .1 (/ (expt (* (- b a) (- d c)) (+ e f (/ g (+ h small))))
		   (+ (* (/ (+ i j) 2) (/ k (+ l small) 5)) small))))))

#|
(defun old-demo-madeup-fastmap ()
  (simple-plottable *x* "madeup.data")
  (with-gnuplot ('linux)
    (set-title "Madeup Fastmapped")
    (format-gnuplot "splot 'madeup.data'")))

(defparameter *x* 
#2A((21.058651 11.779685 9.883227)
    (22.6333 9.7212715 5.1642323)
    (20.955858 9.908037 8.965568)
    (23.558535 7.3238306 1.8712554)
    (21.093777 4.792421 5.712)
    (22.5194 6.1068788 5.822421)
    (19.500988 11.451832 9.99854)
    (19.411236 10.451819 9.019022)
    (20.019947 6.5297227 5.109874)
    (18.768747 9.448556 9.602244)
    (20.485655 5.471233 11.674325)
    (22.10703 3.930199 5.42745)
    (21.93928 7.952214 3.4362953)
    (21.279037 7.4918594 15.699318)
    (24.2326 3.457135 9.640652)
    (22.216112 11.051463 8.477604)
    (20.45166 10.433059 5.7801785)
    (21.934778 7.155302 8.336774)
    (19.5349 5.989503 14.321143)
    (23.221788 4.588991 6.9981937)
    (21.74178 10.660483 10.058458)
    (24.337215 9.688424 5.2256994)
    (21.238821 13.33104 7.44475)
    (21.043478 7.2086864 7.2885566)
    (20.50571 9.7925825 11.1897335)
    (23.26307 5.8980875 11.688724)
    (17.664682 6.1375937 8.623882)
    (21.58496 8.722511 3.7698648)
    (23.381454 5.7901025 8.112439)
    (20.258366 13.384135 8.18831)
    (23.576353 4.6177835 7.8781595)
    (21.15641 14.743506 10.963229)
    (21.241465 13.772817 6.9825263)
    (20.449423 4.941224 8.203916)
    (24.251755 6.310758 8.10581)
    (20.453392 4.0116625 3.2404335)
    (22.167372 10.7872925 7.3362875)
    (21.596415 5.7348647 6.483015)
    (18.176144 7.3019853 7.4497995)
    (21.191689 9.25584 10.353073)
    (20.985146 8.73402 5.5373344)
    (21.876482 8.220215 8.815805)
    (23.56272 9.194218 8.352934)
    (18.047663 9.575269 11.97849)
    (20.126179 6.876728 15.040496)
    (21.103699 16.862608 8.78653)
    (21.56426 4.4479647 8.182701)
    (20.078545 6.2273526 7.744041)
    (21.0231 12.508708 9.423915)
    (18.255857 9.743185 7.3416595)
    (22.480148 0.965649 8.484404)
    (18.360165 5.4559336 8.006387)
    (23.262354 2.911304 5.521036)
    (22.306501 3.9933777 7.1286488)
    (23.914785 9.132384 3.3588495)
    (23.8456 6.2598753 11.6471815)
    (20.715012 6.418697 9.549668)
    (21.404585 7.0101724 9.521195)
    (24.580297 8.882317 9.478173)
    (22.32577 7.977133 6.785785)
    (19.53592 10.046199 6.1880765)
    (24.449842 5.696068 10.172965)
    (24.088348 4.933593 5.0187573)
    (24.884552 4.266614 6.716184)
    (22.345621 11.348539 9.986062)
    (20.248283 2.8289456 6.7936716)
    (22.881021 10.293499 5.6260905)
    (21.475336 9.071745 4.038948)
    (22.001823 5.5049105 9.940484)
    (22.58387 11.568463 7.6229)
    (18.593254 8.570012 11.302943)
    (22.40184 10.517208 10.444281)
    (23.430529 13.203551 10.468053)
    (17.616903 10.62608 8.568394)
    (23.781511 8.639652 4.6045747)
    (19.796877 5.5306845 7.6278367)
    (20.703941 7.724916 7.6116776)
    (19.668694 7.1023164 5.96629)
    (19.451078 13.117056 10.050107)
    (23.177418 9.565805 7.635507)
    (18.777939 6.008364 9.923876)
    (20.976442 11.903055 7.6856585)
    (22.371717 12.2536335 8.590211)
    (25.269142 5.5568776 5.6576314)
    (18.760462 9.906756 12.0837)
    (23.650373 7.5737634 10.333811)
    (20.355299 10.988977 8.981253)
    (20.316437 9.994867 8.589809)
    (18.004002 10.515994 11.224399)
    (25.24298 6.031327 10.267189)
    (18.696579 10.426347 14.048464)
    (23.846237 9.723805 9.309844)
    (21.825115 12.764055 4.740264)
    (19.639141 7.2023544 10.457978)
    (22.310791 8.468276 5.600875)
    (21.215553 15.698123 10.459727)
    (18.928083 9.862214 9.455021)
    (23.065996 7.3463717 11.137698)
    (20.52467 13.901392 12.166297)
    (18.5031 9.462566 8.665681)
    (22.497948 9.236243 5.245923)
    (21.16127 8.623188 9.871453)
    (21.445364 8.126318 11.169994)
    (18.156456 12.182985 5.680663)
    (20.552504 10.53036 12.538283)
    (23.834463 11.660774 12.281944)
    (25.74138 8.4010515 10.317511)
    (23.496485 11.240673 6.738399)
    (21.010202 15.961836 8.744496)
    (21.024397 8.168489 1.2159669)
    (21.43912 9.191569 11.157173)
    (22.860464 7.7849383 5.9131856)
    (22.589737 11.978559 11.006636)
    (20.147316 9.753853 7.7042575)
    (22.871572 8.034397 9.130075)
    (20.299965 3.436035 9.8575945)
    (21.041838 6.71358 12.645195)
    (19.317053 9.693486 12.101676)
    (21.187908 7.283767 3.1502614)
    (23.495543 7.7500343 6.039848)
    (20.263031 5.8687863 9.804303)
    (20.333357 11.227038 6.6062365)
    (23.884613 4.1447797 11.800983)
    (23.675058 7.666018 8.990592)
    (19.670828 5.063643 11.470618)
    (23.952051 3.736358 4.939979)
    (21.549816 13.876006 12.007456)
    (20.15841 11.401527 8.679466)
    (22.788496 8.982206 7.428241)
    (20.966196 12.56179 11.187565)
    (20.47221 11.313833 11.843544)
    (18.831223 9.631019 9.68098)
    (19.87025 9.832425 9.207673)
    (22.119617 7.5791397 11.248682)
    (22.661823 3.4376664 9.618902)
    (20.208523 6.6960325 8.84695)
    (21.415447 13.424766 12.0995655)
    (23.044147 9.10474 12.868621)
    (21.781677 7.411099 11.155462)
    (19.54291 8.822202 11.281279)
    (20.304613 11.779766 3.424325)
    (19.126698 7.0975437 9.191913)
    (21.37891 12.836396 5.7928004)
    (19.155766 8.36961 14.897402)
    (20.842901 5.585386 8.89091)
    (22.11766 7.911131 11.358591)
    (20.34674 8.764245 8.841004)
    (20.41661 10.4507675 6.6057096)
    (20.800467 17.032423 9.155324)
    (20.937923 8.769238 10.475099)
    (19.887356 9.413571 3.8044944)
    (23.588587 10.877937 9.199243)
    (24.18677 9.053668 7.571676)
    (19.706085 10.902768 4.0082955)
    (21.347933 9.472954 11.435919)
    (25.098822 5.7996445 11.75417)
    (23.493177 12.125012 10.837445)
    (21.187166 14.172437 10.395926)
    (20.623678 11.168051 10.291334)
    (21.772057 5.0811777 4.0903177)
    (19.901432 4.3644834 5.9131722)
    (21.86563 8.867904 13.705276)
    (21.032253 7.7271914 7.938449)
    (23.227276 3.019568 5.439016)
    (23.27403 8.574802 6.2309933)
    (23.488312 11.925456 12.598203)
    (22.862406 9.8206005 4.164244)
    (19.380423 8.050595 11.038554)
    (20.521013 7.1341305 8.685577)
    (19.981956 9.7120285 8.324827)
    (23.882372 5.0669985 7.013128)
    (22.82152 7.1855574 11.305186)
    (20.900291 11.104256 9.668774)
    (23.311506 8.791788 5.726224)
    (19.080845 12.1474285 12.127486)
    (18.666985 5.854621 10.7176695)
    (20.02681 10.511515 6.6410475)
    (21.336084 9.741495 11.952224)
    (21.722706 7.7521763 6.860718)
    (22.039717 10.164481 8.685642)
    (22.94547 4.978755 14.376293)
    (18.609447 9.76065 11.224471)
    (21.89555 5.069897 7.971014)
    (19.942842 11.870591 7.7035985)
    (23.599316 5.929039 5.0904064)
    (23.367321 5.863821 3.6330032)
    (23.934635 10.20184 6.898337)
    (22.580902 9.195361 7.732975)
    (23.993954 7.1208525 7.5149217)
    (22.123808 10.375727 5.8516583)
    (20.004816 11.538244 11.729402)
    (21.805653 7.8954916 10.072552)
    (21.82311 12.010406 6.763588)
    (22.446262 12.017435 7.2570906)
    (22.786894 6.9580364 9.948236)
    (20.183796 10.74062 9.545504)
    (19.623337 9.535399 12.776961)
    (22.650547 8.996207 9.757034)
    (20.305254 3.810632 9.254603)
    (20.946716 7.465167 15.198098)
    (22.092539 8.601483 8.1510935)
    (20.47057 10.724843 7.507879)
    (22.90929 7.936123 6.6804204)
    (18.600216 7.147404 9.041423)
    (21.271532 9.597049 8.901468)
    (19.902866 7.9837337 9.507186)
    (20.3181 5.161982 7.4610167)
    (19.99547 11.621844 8.356956)
    (19.641142 11.649758 9.111811)
    (20.211246 3.6306357 9.811322)
    (21.567883 6.289446 11.191138)
    (20.848488 8.360279 13.842047)
    (21.39471 6.540799 13.059524)
    (19.290697 12.458699 11.827074)
    (23.679781 5.7270384 9.310931)
    (21.339283 7.729827 9.439871)
    (18.589617 9.792906 5.6324944)
    (18.873308 13.176609 8.945353)
    (23.375837 4.302643 3.5798814)
    (21.637266 1.7285193 7.303269)
    (22.52171 2.4859204 6.1170382)
    (19.651926 9.971276 8.73156)
    (24.324911 11.706204 6.064347)
    (18.251265 8.702936 6.5160675)
    (22.291225 12.007518 12.613333)
    (20.53292 3.2476616 8.104352)
    (19.603422 9.407501 7.8067784)
    (22.281446 11.615408 10.515001)
    (21.244713 7.5613823 9.098422)
    (23.23002 9.658995 12.887949)
    (20.998451 11.044934 9.943638)
    (19.361258 8.849494 15.108552)
    (20.76808 4.7296734 11.111995)
    (21.706923 8.628495 7.0601215)
    (19.19368 12.1850605 8.263987)
    (21.363703 7.4318595 12.042997)
    (22.517231 5.3096156 5.841498)
    (20.520805 5.2996964 10.941748)
    (20.446493 8.074116 4.6008515)
    (20.959467 7.3577743 8.23379)
    (21.280613 10.210242 8.31913)
    (20.709036 9.792652 7.098963)
    (21.380783 13.5125675 9.2536955)
    (24.410242 9.464619 9.788739)
    (21.325884 12.217978 3.7643514)
    (23.453753 7.3854012 5.7843056)
    (19.979664 16.257679 7.33536)
    (22.199657 10.232479 14.204426)
    (25.640522 7.510627 9.262361)
    (20.448252 9.635313 7.900443)
    (21.011147 8.957823 13.899695)
    (22.619556 4.084513 5.958677)
    (20.215475 5.4701962 11.173003)
    (21.156895 11.316598 3.5895479)
    (24.677746 7.8210416 8.594054)
    (21.1745 8.744019 9.299376)
    (21.24749 1.990638 8.707564)
    (22.123108 8.801005 5.3430066)
    (20.110874 10.673622 9.318487)
    (21.094831 8.32966 7.086356)
    (21.930323 12.572485 8.37839)
    (18.714552 12.299512 7.9906263)
    (23.390413 4.6264625 9.650834)
    (17.648312 8.675922 7.9551983)
    (20.008617 10.779197 12.143224)
    (22.375792 8.140923 6.9408817)
    (20.457695 10.169773 10.576185)
    (22.569286 8.612613 1.4081671)
    (21.804777 9.373225 2.774947)
    (23.510954 7.1313014 11.507264)
    (22.098274 8.2965145 6.693781)
    (21.752844 12.117628 11.553564)
    (24.628227 9.129891 11.430634)
    (19.892447 6.3347797 2.9953613)
    (21.099302 3.7747328 7.5278516)
    (18.48476 9.4584675 5.1635847)
    (21.335405 8.93582 14.548989)
    (22.40978 5.104174 5.6823125)
    (22.17598 14.379081 6.689683)
    (20.502567 8.772268 5.1845565)
    (20.558023 14.778526 8.423532)
    (22.423836 13.26377 7.817209)
    (23.607767 4.37346 10.305881)
    (18.092964 10.182615 10.926247)
    (20.607359 13.098573 9.365147)
    (21.644878 5.6660166 10.485823)
    (20.385878 8.163463 12.737133)
    (19.619558 11.826328 13.942586)
    (22.60847 7.5103564 3.1398206)
    (23.219172 5.4634933 10.694288)
    (19.533255 8.612769 13.239316)
    (23.016113 4.8194833 11.665353)
    (23.995838 5.4572678 8.6221)
    (18.617708 10.479224 13.451298)
    (22.361244 5.5484004 6.174971)
    (23.595188 10.028583 5.9215026)
    (19.019255 3.9201996 10.369744)
    (19.79402 8.742985 5.858984)
    (21.371666 8.582589 9.808367)
    (21.328138 7.6759076 6.7418776)
    (18.167255 9.398686 7.951486)
    (22.43045 12.984156 7.290114)
    (20.63117 3.6459684 6.181374)
    (20.734877 3.890826 6.530642)
    (23.982325 10.646284 8.4045725)
    (19.98229 8.913558 11.321816)
    (24.16746 7.401004 7.0359087)
    (19.422266 9.581719 11.409069)
    (23.216959 4.3025556 11.37227)
    (25.449501 8.244108 9.947023)
    (21.492863 4.525558 6.7606525)
    (22.23477 8.899811 14.457013)
    (21.134382 11.785131 7.364306)
    (22.062572 9.028927 1.6269575)
    (22.372263 4.8155627 10.951682)
    (23.808617 12.419835 8.567098)
    (22.548445 7.771236 13.251723)
    (20.58491 0.79542166 6.7921605)
    (24.94495 6.974811 6.7376237)
    (25.241375 5.0533648 5.430504)
    (19.835802 10.8665085 12.035726)
    (17.73008 10.49339 9.031416)
    (24.688805 7.7726717 6.775477)
    (19.876074 12.0318775 11.924554)
    (22.144012 5.9789824 11.706459)
    (18.017504 9.10453 7.966604)
    (20.76194 11.785696 4.373835)
    (23.945848 11.202817 8.696042)
    (21.344242 8.078234 14.508573)
    (21.939764 12.005265 10.137688)
    (22.9095 5.663882 5.4312296)
    (23.35689 7.3045974 5.868481)
    (22.748878 4.2969875 7.3894005)
    (20.267817 5.6051154 8.245865)
    (18.427124 5.235797 9.09225)
    (22.414608 4.6864934 7.0765147)
    (20.762907 9.85959 7.7259936)
    (23.224092 4.127022 4.657566)
    (20.457792 8.712413 6.6208887)
    (24.420086 8.515672 9.028385)
    (20.02185 11.884208 9.205638)
    (22.275993 7.901011 7.785897)
    (19.657736 10.198014 8.720513)
    (20.227518 11.04333 11.753999)
    (20.759739 3.1808715 6.4977026)
    (23.042414 9.623025 6.4495482)
    (21.048357 8.11623 7.9412646)
    (21.436018 8.3436165 2.483747)
    (21.781376 5.551743 11.986783)
    (22.894598 5.16897 4.6643715)
    (18.609203 6.273162 10.550433)
    (26.160595 6.106949 7.4066453)
    (19.55686 6.8838344 10.272676)
    (24.03868 9.634005 7.3172116)
    (22.590363 12.490293 7.994563)
    (19.556498 8.247705 9.945717)
    (20.945906 8.933801 10.196774)
    (22.496826 10.12376 7.88803)
    (10.271952 4.8744984 11.013003)
    (21.024965 8.097981 5.8162465)
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|#