diff --git a/doc/data-sharing.html b/doc/data-sharing.html
index 4bc601b6d..9ea43157b 100644
--- a/doc/data-sharing.html
+++ b/doc/data-sharing.html
@@ -342,11 +342,11 @@ Run as-is:
$ python polyglot-dkvp-io/example.py < data/small
-a=pan,b=pan,i=1,y=0.7268028627434533,ab=panpan,iy=1.7268028627434533,ta=str,tb=str,ti=int,ty=float,tab=str,tiy=float
-a=eks,b=pan,i=2,y=0.5221511083334797,ab=ekspan,iy=2.5221511083334796,ta=str,tb=str,ti=int,ty=float,tab=str,tiy=float
-a=wye,b=wye,i=3,y=0.33831852551664776,ab=wyewye,iy=3.3383185255166477,ta=str,tb=str,ti=int,ty=float,tab=str,tiy=float
-a=eks,b=wye,i=4,y=0.13418874328430463,ab=ekswye,iy=4.134188743284304,ta=str,tb=str,ti=int,ty=float,tab=str,tiy=float
-a=wye,b=pan,i=5,y=0.8636244699032729,ab=wyepan,iy=5.863624469903273,ta=str,tb=str,ti=int,ty=float,tab=str,tiy=float
+a=pan,b=pan,i=1,y=0.726802862743,ab=panpan,iy=1.72680286274,ta=str,tb=str,ti=int,ty=float,tab=str,tiy=float
+a=eks,b=pan,i=2,y=0.522151108333,ab=ekspan,iy=2.52215110833,ta=str,tb=str,ti=int,ty=float,tab=str,tiy=float
+a=wye,b=wye,i=3,y=0.338318525517,ab=wyewye,iy=3.33831852552,ta=str,tb=str,ti=int,ty=float,tab=str,tiy=float
+a=eks,b=wye,i=4,y=0.134188743284,ab=ekswye,iy=4.13418874328,ta=str,tb=str,ti=int,ty=float,tab=str,tiy=float
+a=wye,b=pan,i=5,y=0.863624469903,ab=wyepan,iy=5.8636244699,ta=str,tb=str,ti=int,ty=float,tab=str,tiy=float
@@ -357,12 +357,12 @@ Run as-is, then pipe to Miller for pretty-printing:
$ python polyglot-dkvp-io/example.py < data/small | mlr --opprint cat
-a b i y ab iy ta tb ti ty tab tiy
-pan pan 1 0.7268028627434533 panpan 1.7268028627434533 str str int float str float
-eks pan 2 0.5221511083334797 ekspan 2.5221511083334796 str str int float str float
-wye wye 3 0.33831852551664776 wyewye 3.3383185255166477 str str int float str float
-eks wye 4 0.13418874328430463 ekswye 4.134188743284304 str str int float str float
-wye pan 5 0.8636244699032729 wyepan 5.863624469903273 str str int float str float
+a b i y ab iy ta tb ti ty tab tiy
+pan pan 1 0.726802862743 panpan 1.72680286274 str str int float str float
+eks pan 2 0.522151108333 ekspan 2.52215110833 str str int float str float
+wye wye 3 0.338318525517 wyewye 3.33831852552 str str int float str float
+eks wye 4 0.134188743284 ekswye 4.13418874328 str str int float str float
+wye pan 5 0.863624469903 wyepan 5.8636244699 str str int float str float
@@ -474,11 +474,11 @@ Run as-is:
$ ruby -I./polyglot-dkvp-io polyglot-dkvp-io/example.rb data/small
-a=pan,b=pan,i=1,y=0.7268028627434533,ab=panpan,iy=1.7268028627434533,ta=String,tb=String,ti=Fixnum,ty=Float,tab=String,tiy=Float
-a=eks,b=pan,i=2,y=0.5221511083334797,ab=ekspan,iy=2.5221511083334796,ta=String,tb=String,ti=Fixnum,ty=Float,tab=String,tiy=Float
-a=wye,b=wye,i=3,y=0.33831852551664776,ab=wyewye,iy=3.3383185255166477,ta=String,tb=String,ti=Fixnum,ty=Float,tab=String,tiy=Float
-a=eks,b=wye,i=4,y=0.13418874328430463,ab=ekswye,iy=4.134188743284304,ta=String,tb=String,ti=Fixnum,ty=Float,tab=String,tiy=Float
-a=wye,b=pan,i=5,y=0.8636244699032729,ab=wyepan,iy=5.863624469903273,ta=String,tb=String,ti=Fixnum,ty=Float,tab=String,tiy=Float
+a=pan,b=pan,i=1,y=0.7268028627434533,ab=panpan,iy=1.7268028627434533,ta=String,tb=String,ti=Integer,ty=Float,tab=String,tiy=Float
+a=eks,b=pan,i=2,y=0.5221511083334797,ab=ekspan,iy=2.5221511083334796,ta=String,tb=String,ti=Integer,ty=Float,tab=String,tiy=Float
+a=wye,b=wye,i=3,y=0.33831852551664776,ab=wyewye,iy=3.3383185255166477,ta=String,tb=String,ti=Integer,ty=Float,tab=String,tiy=Float
+a=eks,b=wye,i=4,y=0.13418874328430463,ab=ekswye,iy=4.134188743284304,ta=String,tb=String,ti=Integer,ty=Float,tab=String,tiy=Float
+a=wye,b=pan,i=5,y=0.8636244699032729,ab=wyepan,iy=5.863624469903273,ta=String,tb=String,ti=Integer,ty=Float,tab=String,tiy=Float
@@ -489,12 +489,12 @@ Run as-is, then pipe to Miller for pretty-printing:
$ ruby -I./polyglot-dkvp-io polyglot-dkvp-io/example.rb data/small | mlr --opprint cat
-a b i y ab iy ta tb ti ty tab tiy
-pan pan 1 0.7268028627434533 panpan 1.7268028627434533 String String Fixnum Float String Float
-eks pan 2 0.5221511083334797 ekspan 2.5221511083334796 String String Fixnum Float String Float
-wye wye 3 0.33831852551664776 wyewye 3.3383185255166477 String String Fixnum Float String Float
-eks wye 4 0.13418874328430463 ekswye 4.134188743284304 String String Fixnum Float String Float
-wye pan 5 0.8636244699032729 wyepan 5.863624469903273 String String Fixnum Float String Float
+a b i y ab iy ta tb ti ty tab tiy
+pan pan 1 0.7268028627434533 panpan 1.7268028627434533 String String Integer Float String Float
+eks pan 2 0.5221511083334797 ekspan 2.5221511083334796 String String Integer Float String Float
+wye wye 3 0.33831852551664776 wyewye 3.3383185255166477 String String Integer Float String Float
+eks wye 4 0.13418874328430463 ekswye 4.134188743284304 String String Integer Float String Float
+wye pan 5 0.8636244699032729 wyepan 5.863624469903273 String String Integer Float String Float
@@ -553,11 +553,11 @@ wye pan 5 0.5732889198020006 0.8636244699032729 {5}
$ mlr --opprint put '$o = system("echo -n ".$a."| sha1sum")' data/small
a b i x y o
-pan pan 1 0.3467901443380824 0.7268028627434533 f29c748220331c273ef16d5115f6ecd799947f13 -
-eks pan 2 0.7586799647899636 0.5221511083334797 456d988ecb3bf1b75f057fc6e9fe70db464e9388 -
-wye wye 3 0.20460330576630303 0.33831852551664776 eab0de043d67f441c7fd1e335f0ca38708e6ebf7 -
-eks wye 4 0.38139939387114097 0.13418874328430463 456d988ecb3bf1b75f057fc6e9fe70db464e9388 -
-wye pan 5 0.5732889198020006 0.8636244699032729 eab0de043d67f441c7fd1e335f0ca38708e6ebf7 -
+pan pan 1 0.3467901443380824 0.7268028627434533 bd2bd8216b9cb4aa5a12daa6cfc98eef2ee20e56 -
+eks pan 2 0.7586799647899636 0.5221511083334797 16191338e81a46c7d127f5c8899f5c92e3cd38e3 -
+wye wye 3 0.20460330576630303 0.33831852551664776 14ba3c3e96a2474ab6dc7409ebf9d6b9cc3d84f0 -
+eks wye 4 0.38139939387114097 0.13418874328430463 16191338e81a46c7d127f5c8899f5c92e3cd38e3 -
+wye pan 5 0.5732889198020006 0.8636244699032729 14ba3c3e96a2474ab6dc7409ebf9d6b9cc3d84f0 -
@@ -577,11 +577,11 @@ mlr --opprint put $t=system("date +%s.%N") then step -a delta -f t data/small
$ mlr --opprint put '$t=systime()' then step -a delta -f t data/small
a b i x y t t_delta
-pan pan 1 0.3467901443380824 0.7268028627434533 1568689992.043470 0
-eks pan 2 0.7586799647899636 0.5221511083334797 1568689992.043490 0.000020
-wye wye 3 0.20460330576630303 0.33831852551664776 1568689992.043497 0.000007
-eks wye 4 0.38139939387114097 0.13418874328430463 1568689992.043501 0.000004
-wye pan 5 0.5732889198020006 0.8636244699032729 1568689992.043504 0.000003
+pan pan 1 0.3467901443380824 0.7268028627434533 1568690217.516372 0
+eks pan 2 0.7586799647899636 0.5221511083334797 1568690217.516392 0.000020
+wye wye 3 0.20460330576630303 0.33831852551664776 1568690217.516398 0.000006
+eks wye 4 0.38139939387114097 0.13418874328430463 1568690217.516402 0.000004
+wye pan 5 0.5732889198020006 0.8636244699032729 1568690217.516405 0.000003