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new edf31f4 [DOCS] Add missing data files in docs (#1548)
edf31f4 is described below
commit edf31f47d93af8eba7f2b8399b811567ff8de496
Author: Janardhan Pulivarthi <[email protected]>
AuthorDate: Mon Feb 28 08:55:27 2022 +0530
[DOCS] Add missing data files in docs (#1548)
---
docs/site/files/dml-language-reference/data.csv | 1 +
.../site/files/dml-language-reference/data.csv.mtd | 7 +
.../files/dml-language-reference/data.spec.json | 24 ++++
.../files/dml-language-reference/data.spec2.json | 23 ++++
.../files/dml-language-reference/data.spec3.json | 24 ++++
docs/site/files/dml-language-reference/homes.csv | 149 +++++++++++++++++++++
.../files/dml-language-reference/homes.csv.mtd | 5 +
.../dml-language-reference/homes.tfspec_bin2.json | 5 +
.../homes.tfspec_recode2.json | 2 +
9 files changed, 240 insertions(+)
diff --git a/docs/site/files/dml-language-reference/data.csv
b/docs/site/files/dml-language-reference/data.csv
new file mode 100644
index 0000000..0c18568
--- /dev/null
+++ b/docs/site/files/dml-language-reference/data.csv
@@ -0,0 +1 @@
+zipcode,district,sqft,numbedrooms,numbathrooms,floors,view,saleprice,askingprice
95141,south,3002,6,3,2,FALSE,929,934
NA,west,1373,,1,3,FALSE,695,698
91312,south,NA,6,2,2,FALSE,902,
94555,NA,1835,3,,3,,888,892
95141,west,2770,5,2.5,,TRUE,812,816
95141,east,2833,6,2.5,2,TRUE,927,
96334,NA,1339,6,3,1,FALSE,672,675
96334,south,2742,6,2.5,2,FALSE,872,876
96334,north,2195,5,2.5,2,FALSE,799,803
\ No newline at end of file
diff --git a/docs/site/files/dml-language-reference/data.csv.mtd
b/docs/site/files/dml-language-reference/data.csv.mtd
new file mode 100644
index 0000000..6ddbf26
--- /dev/null
+++ b/docs/site/files/dml-language-reference/data.csv.mtd
@@ -0,0 +1,7 @@
+{
+ "data_type": "frame",
+ "format": "csv",
+ "sep": ",",
+ "header": true,
+ "na.strings": [ "NA", "" ]
+}
\ No newline at end of file
diff --git a/docs/site/files/dml-language-reference/data.spec.json
b/docs/site/files/dml-language-reference/data.spec.json
new file mode 100644
index 0000000..d875017
--- /dev/null
+++ b/docs/site/files/dml-language-reference/data.spec.json
@@ -0,0 +1,24 @@
+{
+ "omit": [ "zipcode" ]
+ ,"impute":
+ [ { "name": "district" , "method": "constant", "value": "south" }
+ ,{ "name": "numbedrooms" , "method": "constant", "value": 2 }
+ ,{ "name": "numbathrooms", "method": "constant", "value": 1 }
+ ,{ "name": "floors" , "method": "constant", "value": 1 }
+ ,{ "name": "view" , "method": "global_mode" }
+ ,{ "name": "askingprice" , "method": "global_mean" }
+ ,{ "name": "sqft" , "method": "global_mean" }
+ ]
+
+ ,"recode":
+ [ "zipcode", "district", "numbedrooms", "numbathrooms", "floors", "view" ]
+
+ ,"bin":
+ [ { "name": "saleprice" , "method": "equi-width", "numbins": 3 }
+ ,{ "name": "sqft" , "method": "equi-width", "numbins": 4 }
+ ]
+
+ ,"dummycode":
+ [ "district", "numbathrooms", "floors", "view", "saleprice", "sqft" ]
+
+}
\ No newline at end of file
diff --git a/docs/site/files/dml-language-reference/data.spec2.json
b/docs/site/files/dml-language-reference/data.spec2.json
new file mode 100644
index 0000000..0fa23f4
--- /dev/null
+++ b/docs/site/files/dml-language-reference/data.spec2.json
@@ -0,0 +1,23 @@
+{
+ "ids": true
+ ,"omit" : [ 1 ]
+ ,"impute":
+ [ { "id": 2, "method": "constant", "value": "south" }
+ ,{ "id": 4, "method": "constant", "value": 2 }
+ ,{ "id": 5, "method": "constant", "value": 1 }
+ ,{ "id": 6, "method": "constant", "value": 1 }
+ ,{ "id": 7, "method": "global_mode" }
+ ,{ "id": 9, "method": "global_mean" }
+ ,{ "id": 3, "method": "global_mean" }
+ ]
+
+ ,"recode": [ 1, 2, 4, 5, 6, 7 ]
+
+ ,"bin":
+ [ { "id": 8, "method": "equi-width", "numbins": 3 }
+ ,{ "id": 3, "method": "equi-width", "numbins": 4 }
+ ]
+
+ ,"dummycode": [ 2, 5, 6, 7, 8, 3 ]
+
+}
diff --git a/docs/site/files/dml-language-reference/data.spec3.json
b/docs/site/files/dml-language-reference/data.spec3.json
new file mode 100644
index 0000000..1b4b355
--- /dev/null
+++ b/docs/site/files/dml-language-reference/data.spec3.json
@@ -0,0 +1,24 @@
+{
+ "omit": [ "zipcode" ]
+ ,"impute":
+ [ { "name": "district" , "method": "constant", "value": "south" }
+ ,{ "name": "numbedrooms" , "method": "constant", "value": 2 }
+ ,{ "name": "numbathrooms", "method": "constant", "value": 1 }
+ ,{ "name": "floors" , "method": "constant", "value": 1 }
+ ,{ "name": "view" , "method": "global_mode" }
+ ,{ "name": "askingprice" , "method": "global_mean" }
+ ,{ "name": "sqft" , "method": "global_mean" }
+ ]
+
+ ,"recode":
+ [ "zipcode", "district", "numbedrooms", "numbathrooms", "floors", "view" ]
+
+ ,"dummycode":
+ [ "district", "numbathrooms", "floors", "view" ]
+
+ ,"scale":
+ [ { "name": "sqft", "method": "mean-subtraction" }
+ ,{ "name": "saleprice", "method": "z-score" }
+ ,{ "name": "askingprice", "method": "z-score" }
+ ]
+}
\ No newline at end of file
diff --git a/docs/site/files/dml-language-reference/homes.csv
b/docs/site/files/dml-language-reference/homes.csv
new file mode 100644
index 0000000..aeed601
--- /dev/null
+++ b/docs/site/files/dml-language-reference/homes.csv
@@ -0,0 +1,149 @@
+zipcode,district,sqft,numbedrooms,numbathrooms,floors,view,saleprice,askingprice
+95141,west,1373,7,1,3,FALSE,695,698
+91312,south,3261,6,2,2,FALSE,902,906
+94555,north,1835,3,3,3,TRUE,888,892
+95141,east,2833,6,2.5,2,TRUE,927,932
+96334,south,2742,6,2.5,2,FALSE,872,876
+96334,north,2195,5,2.5,2,FALSE,799,803
+98755,north,3469,7,2.5,2,FALSE,958,963
+96334,west,1685,7,1.5,2,TRUE,757,760
+95141,west,2238,4,3,3,FALSE,894,899
+91312,west,1245,4,1,1,FALSE,547,549
+98755,south,3702,7,3,1,FALSE,959,964
+98755,north,1865,7,1,2,TRUE,742,745
+94555,north,3837,3,1,1,FALSE,839,842
+91312,west,2139,3,1,3,TRUE,820,824
+95141,north,3824,4,3,1,FALSE,954,958
+98755,east,2858,5,1.5,1,FALSE,759,762
+91312,south,1827,7,3,1,FALSE,735,738
+91312,south,3557,2,2.5,1,FALSE,888,892
+91312,south,2553,2,2.5,2,TRUE,884,889
+96334,west,1682,3,1.5,1,FALSE,625,628
+98755,south,3926,6,2,2,TRUE,1040,1044
+96334,east,2790,5,2.5,3,FALSE,923,927
+95141,west,3928,4,2,3,FALSE,1037,1042
+94555,south,2000,1,3,2,TRUE,844,848
+96334,east,2688,5,2,3,TRUE,938,943
+94555,south,3533,2,1.5,2,FALSE,890,894
+94555,south,2639,3,2,3,FALSE,876,880
+91312,west,2462,4,2.5,1,TRUE,828,832
+94555,north,2420,1,1.5,3,FALSE,809,813
+96334,west,3911,6,1.5,3,TRUE,1072,1077
+96334,west,2166,6,1.5,3,TRUE,867,872
+94555,south,3855,6,2,1,FALSE,914,918
+91312,west,1971,2,3,1,TRUE,790,794
+95141,east,1769,4,1,1,TRUE,652,655
+98755,north,3774,6,1,2,TRUE,961,966
+96334,west,1044,2,3,1,TRUE,685,688
+95141,north,2561,7,1.5,1,TRUE,790,794
+95141,south,2255,2,2,3,TRUE,883,887
+94555,north,3085,6,2,1,FALSE,819,823
+98755,south,1273,2,1.5,2,FALSE,628,631
+91312,west,3785,5,3,3,TRUE,1133,1138
+91312,west,3270,7,1.5,3,FALSE,943,947
+98755,south,1749,2,2,2,FALSE,712,715
+98755,south,1625,7,1.5,2,FALSE,691,694
+96334,north,3010,7,1.5,2,FALSE,848,851
+91312,south,3919,5,1,3,TRUE,1033,1038
+91312,south,1976,1,2,1,TRUE,726,729
+91312,west,3953,3,1.5,3,FALSE,1006,1010
+95141,west,3439,4,2,2,FALSE,921,925
+94555,east,3570,7,1,2,TRUE,934,938
+98755,west,2484,5,3,2,TRUE,926,931
+94555,south,1349,3,2,2,TRUE,721,724
+98755,west,3967,3,2,3,TRUE,1095,1100
+94555,west,2090,7,3,2,TRUE,885,889
+96334,east,1856,5,2,3,TRUE,841,845
+91312,north,1922,2,3,1,TRUE,775,778
+98755,north,1199,3,3,3,FALSE,761,765
+96334,east,2108,3,1,3,TRUE,806,810
+96334,west,3901,4,2,2,FALSE,976,981
+94555,south,2654,6,1.5,2,TRUE,859,863
+94555,west,3805,6,2,3,TRUE,1085,1090
+95141,south,3199,4,2,3,FALSE,947,951
+98755,west,3786,5,1,1,TRUE,909,913
+94555,east,2160,1,1,1,FALSE,629,631
+95141,east,3152,7,2,1,TRUE,883,887
+94555,east,1592,2,3,2,TRUE,791,795
+95141,east,3903,1,2.5,2,FALSE,976,981
+91312,south,1076,2,2.5,1,FALSE,597,600
+96334,west,1719,1,1.5,3,FALSE,738,742
+94555,north,1439,4,1.5,1,FALSE,589,592
+91312,east,1961,2,3,1,TRUE,775,778
+94555,north,2471,1,1.5,1,TRUE,753,756
+91312,west,3930,4,2.5,2,FALSE,1004,1009
+95141,south,2833,1,1,1,FALSE,718,721
+96334,south,2580,4,1,2,TRUE,816,820
+94555,south,2169,3,2.5,3,TRUE,904,908
+95141,east,3329,4,3,3,TRUE,1064,1069
+96334,south,3392,4,2,3,TRUE,1026,1031
+96334,east,3688,6,2.5,3,FALSE,1032,1037
+98755,west,3347,3,2.5,2,TRUE,991,996
+95141,east,1810,5,1,1,FALSE,606,609
+95141,east,3753,1,2.5,2,FALSE,959,963
+94555,east,3906,2,1.5,1,FALSE,866,870
+96334,east,1732,3,2,1,TRUE,700,703
+96334,south,2188,4,2,1,TRUE,767,771
+96334,south,3750,6,2,2,FALSE,963,967
+98755,north,2331,1,1.5,1,TRUE,740,743
+94555,north,1512,4,3,3,TRUE,854,858
+98755,north,3352,3,3,3,FALSE,1014,1018
+94555,south,3426,3,2.5,2,FALSE,937,941
+98755,south,3211,5,3,1,TRUE,948,953
+98755,west,2747,2,2.5,1,FALSE,803,806
+96334,east,3952,6,1.5,1,TRUE,946,950
+91312,north,3814,6,1.5,2,FALSE,934,938
+95141,south,3700,7,2.5,1,FALSE,929,933
+95141,east,3154,4,2.5,1,TRUE,898,902
+91312,south,2648,4,1.5,2,FALSE,793,797
+98755,north,1394,4,1.5,1,FALSE,587,590
+91312,west,2709,5,2,2,FALSE,837,841
+94555,east,3946,6,1,2,TRUE,974,978
+91312,north,3905,6,2,2,FALSE,973,977
+98755,east,3248,5,1.5,1,TRUE,860,864
+96334,north,1774,7,1.5,1,FALSE,644,647
+94555,east,1995,2,3,3,TRUE,897,902
+94555,east,2876,2,3,1,FALSE,828,832
+94555,east,3229,4,2,3,TRUE,995,1000
+94555,north,1079,5,2,2,FALSE,638,641
+95141,south,3695,7,2.5,3,FALSE,1046,1051
+96334,west,3694,5,1,1,TRUE,897,901
+98755,west,1918,5,1,2,FALSE,693,697
+94555,south,1647,6,1,2,TRUE,713,716
+96334,west,2691,3,2.5,2,FALSE,858,862
+95141,south,1333,2,2,2,TRUE,716,719
+95141,west,2609,4,2,1,FALSE,765,768
+91312,west,2125,3,1,2,TRUE,760,763
+91312,west,2417,5,1,1,FALSE,689,692
+98755,west,3623,2,1,3,TRUE,995,999
+98755,north,3343,6,3,1,FALSE,908,912
+96334,south,1074,7,2.5,3,FALSE,739,743
+96334,south,2972,3,1,2,TRUE,858,862
+91312,east,1637,2,2,1,FALSE,626,629
+91312,north,1807,2,3,2,FALSE,765,768
+95141,north,1457,2,3,1,FALSE,667,670
+91312,west,3043,6,1,1,FALSE,766,770
+91312,west,3045,6,1.5,3,TRUE,967,972
+98755,north,1980,5,1,1,TRUE,688,691
+98755,west,1112,3,1.5,3,TRUE,732,735
+98755,south,1533,6,1.5,3,FALSE,734,738
+91312,east,1442,5,2,2,FALSE,675,678
+91312,north,3171,6,1,3,TRUE,945,949
+96334,east,3072,5,1.5,2,FALSE,842,846
+94555,east,3506,4,1.5,3,TRUE,1000,1005
+94555,south,1574,2,1,3,FALSE,691,694
+94555,east,3567,6,3,1,FALSE,926,931
+91312,south,1194,1,1,2,TRUE,637,640
+94555,east,1031,3,1.5,1,FALSE,532,535
+94555,south,2776,3,2.5,2,TRUE,916,920
+91312,south,2009,5,1.5,1,TRUE,719,723
+96334,north,3784,2,1,2,FALSE,889,893
+94555,west,1975,6,1.5,2,FALSE,729,732
+98755,west,2444,2,3,2,FALSE,854,857
+95141,south,1684,3,1.5,3,FALSE,737,740
+98755,north,1729,6,1,1,TRUE,663,666
+95141,north,2236,1,1,2,FALSE,702,705
+95141,south,2061,7,3,1,FALSE,764,768
+98755,south,3561,3,2.5,3,TRUE,1070,1075
+94555,east,2143,3,1,2,FALSE,694,697
+96334,north,3840,7,1,1,FALSE,858,862
diff --git a/docs/site/files/dml-language-reference/homes.csv.mtd
b/docs/site/files/dml-language-reference/homes.csv.mtd
new file mode 100644
index 0000000..c47626a
--- /dev/null
+++ b/docs/site/files/dml-language-reference/homes.csv.mtd
@@ -0,0 +1,5 @@
+{
+ "data_type": "frame",
+ "format": "csv",
+ "header": true,
+}
diff --git a/docs/site/files/dml-language-reference/homes.tfspec_bin2.json
b/docs/site/files/dml-language-reference/homes.tfspec_bin2.json
new file mode 100644
index 0000000..a5a5375
--- /dev/null
+++ b/docs/site/files/dml-language-reference/homes.tfspec_bin2.json
@@ -0,0 +1,5 @@
+{
+ "recode": [ zipcode, "district", "view" ], "bin": [
+ { "name": "saleprice" , "method": "equi-width", "numbins": 3 }
+ ,{ "name": "sqft", "method": "equi-width", "numbins": 4 }]
+ }
\ No newline at end of file
diff --git a/docs/site/files/dml-language-reference/homes.tfspec_recode2.json
b/docs/site/files/dml-language-reference/homes.tfspec_recode2.json
new file mode 100644
index 0000000..d446628
--- /dev/null
+++ b/docs/site/files/dml-language-reference/homes.tfspec_recode2.json
@@ -0,0 +1,2 @@
+{
+ "recode": [ "zipcode", "district", "view" ] }
\ No newline at end of file
