From e0306d7b87c9c0ec92c4c970d99ed58631f37b59 Mon Sep 17 00:00:00 2001 From: GenerateMe Date: Fri, 29 Oct 2021 14:15:27 +0200 Subject: [PATCH] version bump + fixes #53,#49 --- CHANGELOG.md | 10 + README.md | 2 +- deps.edn | 2 +- docs/index.html | 1408 ++++++++++++------------ docs/index.md | 687 ++++++------ docs/index.pdf | Bin 525118 -> 524566 bytes project.clj | 2 +- src/tablecloth/api/aggregate.clj | 2 +- src/tablecloth/api/columns.clj | 10 +- src/tablecloth/api/missing.clj | 1 - test/tablecloth/api/aggregate_test.clj | 11 +- 11 files changed, 1083 insertions(+), 1052 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 24aa6d4..a2e4826 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,5 +1,15 @@ # Change Log +## [6.025] + +### Added + +* [#49] added docstring to `add-column` + +### Fixed + +* [#53] summary prefix ignored for aggregate (when fn[ds] is passed) + ## [6.023] ### Added diff --git a/README.md b/README.md index 1f118b3..5f9d5e9 100644 --- a/README.md +++ b/README.md @@ -81,7 +81,7 @@ examples](https://scicloj.github.io/tablecloth/index.html) \_unnamed \[10 3\]: -| :summary | :year | :symbol | +| summary | :year | :symbol | | -----------: | ----: | ------- | | 21.74833333 | 2000 | AAPL | | 10.17583333 | 2001 | AAPL | diff --git a/deps.edn b/deps.edn index d167808..2b935ee 100644 --- a/deps.edn +++ b/deps.edn @@ -1,6 +1,6 @@ {:extra-paths ["data"] :deps {org.clojure/clojure {:mvn/version "1.10.3"} - techascent/tech.ml.dataset {:mvn/version "6.023"} + techascent/tech.ml.dataset {:mvn/version "6.025"} ;; generateme/fastmath {:mvn/version "2.1.0"} }} diff --git a/docs/index.html b/docs/index.html index f3ed206..e7d0edc 100644 --- a/docs/index.html +++ b/docs/index.html @@ -11,7 +11,7 @@ - + Dataset manipulation API for tech.ml.dataset library @@ -1613,7 +1613,7 @@

Dataset manipulation API for tech.ml.dataset library

GenerateMe

-

2021-10-13

+

2021-10-29

@@ -1644,7 +1644,7 @@

2021-10-13

tech-ml-version
-

“6.023”

+

“6.025”

Introduction

tech.ml.dataset is a great and fast library which brings columnar dataset to the Clojure. Chris Nuernberger has been working on this library for last year as a part of bigger tech.ml stack.

@@ -2792,29 +2792,29 @@

Columns and rows


Rows as sequence of sequences

(take 2 (tc/rows ds))
-
([#object[java.time.LocalDate 0x1ec0504d "2012-01-01"] 0.0 12.8 5.0 4.7 "drizzle"] [#object[java.time.LocalDate 0x2250252f "2012-01-02"] 10.9 10.6 2.8 4.5 "rain"])
+
([#object[java.time.LocalDate 0x99d1089 "2012-01-01"] 0.0 12.8 5.0 4.7 "drizzle"] [#object[java.time.LocalDate 0x5072d234 "2012-01-02"] 10.9 10.6 2.8 4.5 "rain"])

Select rows/columns as double-double-array

(-> ds
     (tc/select-columns :type/numerical)
     (tc/head)
     (tc/rows :as-double-arrays))
-
#object["[[D" 0x582f3765 "[[D@582f3765"]
+
#object["[[D" 0x27953320 "[[D@27953320"]
(-> ds
     (tc/select-columns :type/numerical)
     (tc/head)
     (tc/columns :as-double-arrays))
-
#object["[[D" 0xefbdcc2 "[[D@efbdcc2"]
+
#object["[[D" 0x192242f "[[D@192242f"]

Rows as sequence of maps

(clojure.pprint/pprint (take 2 (tc/rows ds :as-maps)))
-
({"date" #object[java.time.LocalDate 0x12a73997 "2012-01-01"],
+
({"date" #object[java.time.LocalDate 0x60e8eb14 "2012-01-01"],
   "precipitation" 0.0,
   "temp_min" 5.0,
   "weather" "drizzle",
   "temp_max" 12.8,
   "wind" 4.7}
- {"date" #object[java.time.LocalDate 0x16b72a6c "2012-01-02"],
+ {"date" #object[java.time.LocalDate 0x4e00b8a4 "2012-01-02"],
   "precipitation" 10.9,
   "temp_min" 2.8,
   "weather" "rain",
@@ -5341,7 +5341,7 @@ 

Rename

v1 v2 [1 2 3] - + @@ -5557,7 +5557,7 @@

Rename

v1 v2 [1 2 3] - + @@ -5600,7 +5600,7 @@

Rename

v1 v2 [1 2 3] - + @@ -5742,55 +5742,55 @@

Add or update

-0.70669686 +0.60749771 1 0.5 A -0.24254691 +0.45633674 2 1.0 B -0.12304768 +0.48583155 3 1.5 C -0.70620433 +0.24387896 4 0.5 A -0.68150573 +0.52281442 5 1.0 B -0.96243451 +0.99129974 6 1.5 C -0.29840442 +0.58860819 7 0.5 A -0.81431273 +0.60904835 8 1.0 B -0.04396532 +0.24466658 9 1.5 C @@ -6638,49 +6638,49 @@

Update

2 -2 +1 1.0 B 1 -9 +2 1.5 C 2 -7 +5 0.5 A 1 -1 +3 1.0 B 2 -5 +6 1.5 C 1 -8 +7 0.5 A 2 -3 +9 1.0 B 1 -6 +8 1.5 C @@ -7315,19 +7315,19 @@

Type conversion


Double array conversion.

(tc/->array DS :V1)
-
#object["[J" 0xc38fafb "[J@c38fafb"]
+
#object["[J" 0x6175f8c3 "[J@6175f8c3"]

Function also works on grouped dataset

(-> DS
     (tc/group-by :V3)
     (tc/->array :V2))
-
(#object["[J" 0x59ef4182 "[J@59ef4182"] #object["[J" 0x2782f46a "[J@2782f46a"] #object["[J" 0x3625cea7 "[J@3625cea7"])
+
(#object["[J" 0x2f69d89d "[J@2f69d89d"] #object["[J" 0x729a072 "[J@729a072"] #object["[J" 0x63c32fbd "[J@63c32fbd"])

You can also cast the type to the other one (if casting is possible):

(tc/->array DS :V4 :string)
 (tc/->array DS :V1 :float32)
-
#object["[Ljava.lang.String;" 0x69575137 "[Ljava.lang.String;@69575137"]
-#object["[F" 0x720b2c4 "[F@720b2c4"]
+
#object["[Ljava.lang.String;" 0x5f9abd3c "[Ljava.lang.String;@5f9abd3c"]
+#object["[F" 0x2886dfe9 "[F@2886dfe9"]
@@ -7653,9 +7653,9 @@

Other

2 -8 -1.0 -B +4 +0.5 +A @@ -7696,40 +7696,28 @@

Other

-1 -3 -1.5 -C - - -1 -3 -1.5 -C - - 2 -8 +2 1.0 B 2 -8 +2 1.0 B 1 -1 -0.5 -A +9 +1.5 +C 2 -8 -1.0 -B +4 +0.5 +A 1 @@ -7738,11 +7726,23 @@

Other

A +1 +3 +1.5 +C + + 2 6 1.5 C + +1 +5 +1.0 +B + 1 5 @@ -7766,32 +7766,32 @@

Other

-2 -8 -1.0 -B +1 +3 +1.5 +C 2 -8 +2 1.0 B 1 -5 -1.0 -B +7 +0.5 +A -2 -6 +1 +9 1.5 C 2 -2 +8 1.0 B @@ -7813,33 +7813,33 @@

Other

1 -5 -1.0 -B +9 +1.5 +C -2 -6 +1 +3 1.5 C 1 -7 +1 0.5 A 2 -2 -1.0 -B +4 +0.5 +A 1 -1 -0.5 -A +5 +1.0 +B @@ -7905,18 +7905,6 @@

Other

2 -4 -0.5 -A - - -2 -2 -1.0 -B - - -2 6 1.5 C @@ -7928,17 +7916,17 @@

Other

B +2 +2 +1.0 +B + + 1 7 0.5 A - -1 -3 -1.5 -C - 1 9 @@ -7947,10 +7935,22 @@

Other

2 +4 +0.5 +A + + +2 8 1.0 B + +1 +3 +1.5 +C + 1 1 @@ -8237,73 +8237,73 @@

Other

1 -1 +7 0.5 A 1 -7 +1 0.5 A -2 -4 +1 +7 0.5 A -1 -1 +2 +4 0.5 A 1 -1 +7 0.5 A -1 -5 +2 +2 1.0 B -2 -2 +1 +5 1.0 B -1 -5 +2 +8 1.0 B 2 -8 +2 1.0 B 2 -2 +8 1.0 B -2 -6 +1 +3 1.5 C 1 -3 +9 1.5 C @@ -8315,7 +8315,7 @@

Other

1 -3 +9 1.5 C @@ -8343,7 +8343,7 @@

Aggregate

- + @@ -9505,15 +9505,15 @@

Strategies

- - - + + + - - - + + +
:summarysummary
131.5C10.5A
240.5A61.5C
@@ -15668,8 +15668,8 @@

Longer

1 1 0 -0.15469470 -0.11738305 +0.43560100 +0.35401298 3 -2 @@ -15677,8 +15677,8 @@

Longer

2 1 1 -0.63339146 -0.87575033 +0.36554898 +0.26905112 3 -2 @@ -15686,8 +15686,8 @@

Longer

3 0 1 -0.33456621 -0.69723865 +0.24105119 +0.65600166 3 -2 @@ -15695,8 +15695,8 @@

Longer

4 0 1 -0.90932498 -0.69812287 +0.53345783 +0.02052918 3 -2 @@ -15722,7 +15722,7 @@

Longer

1 0 1 -0.15469470 +0.43560100 3 @@ -15730,7 +15730,7 @@

Longer

1 1 1 -0.63339146 +0.36554898 3 @@ -15738,7 +15738,7 @@

Longer

0 1 1 -0.33456621 +0.24105119 3 @@ -15746,7 +15746,7 @@

Longer

0 1 1 -0.90932498 +0.53345783 3 @@ -15754,7 +15754,7 @@

Longer

1 0 2 -0.11738305 +0.35401298 -2 @@ -15762,7 +15762,7 @@

Longer

1 1 2 -0.87575033 +0.26905112 -2 @@ -15770,7 +15770,7 @@

Longer

0 1 2 -0.69723865 +0.65600166 -2 @@ -15778,7 +15778,7 @@

Longer

0 1 2 -0.69812287 +0.02052918 -2 @@ -21793,58 +21793,82 @@

Concat

2 -2 +8 1.0 B 1 -1 -0.5 -A +5 +1.0 +B -1 -9 -1.5 -C +2 +8 +1.0 +B 1 -3 +9 1.5 C 1 -7 +5 +1.0 +B + + +2 +8 +1.0 +B + + +2 +4 0.5 A -1 -3 +2 +6 1.5 C 1 -9 -1.5 -C +7 +0.5 +A -1 -9 -1.5 -C +2 +2 +1.0 +B +2 +8 +1.0 +B + + 1 5 1.0 B + +2 +8 +1.0 +B + 2 6 @@ -21864,41 +21888,41 @@

Concat

B -2 -8 +1 +5 1.0 B -1 -9 +2 +6 1.5 C +2 +2 +1.0 +B + + 1 7 0.5 A - -2 -4 + +1 +7 0.5 A - + 2 8 1.0 B - -2 -4 -0.5 -A - 2 6 @@ -21912,35 +21936,11 @@

Concat

C -1 -9 -1.5 -C - - -1 -5 -1.0 -B - - -1 -1 -0.5 -A - - -1 -5 +2 +8 1.0 B - -1 -9 -1.5 -C -
@@ -22113,10 +22113,22 @@

Union

1 -3 +5 +1.0 +B + + +1 +9 1.5 C + +2 +4 +0.5 +A + 2 8 @@ -22124,46 +22136,34 @@

Union

B -1 -7 -0.5 -A - - 2 6 1.5 C - -1 -1 -0.5 -A - 1 -9 +3 1.5 C -1 -5 +2 +2 1.0 B -2 -4 +1 +7 0.5 A -2 -2 -1.0 -B +1 +1 +0.5 +A @@ -22637,17 +22637,17 @@

Split into train/test

-:g3 +:g1 :a 0 -:g1 +:g2 :a 1 -:g1 +:g3 :a 2 @@ -22657,27 +22657,27 @@

Split into train/test

3 -:g1 +:g3 :a 4 -:g3 +:g1 :a 5 -:g2 +:g3 :a 6 -:g1 +:g2 :a 7 -:g2 +:g1 :a 8 @@ -22692,52 +22692,52 @@

Split into train/test

10 -:g2 +:g1 :a 11 -:g3 +:g2 :a 12 -:g2 +:g1 :a 13 -:g2 +:g3 :a 14 -:g1 +:g2 :a 15 -:g2 +:g3 :a 16 -:g3 +:g2 :a 17 -:g2 +:g3 :a 18 -:g1 +:g3 :a 19 -:g1 +:g3 :b 20 @@ -22752,12 +22752,12 @@

Split into train/test

22 -:g1 +:g3 :b 23 -:g1 +:g2 :b 24 @@ -22782,212 +22782,212 @@

k-Fold

-:g3 -:b -21 +:g2 +:a +12 :train 0 -:g2 +:g3 :a -14 +6 :train 0 -:g1 -:b -23 +:g3 +:a +14 :train 0 :g2 :a -16 +1 :train 0 -:g1 -:a -7 +:g3 +:b +21 :train 0 :g3 :a -0 +4 :train 0 -:g2 +:g3 :a -18 +10 :train 0 :g2 :a -8 +17 :train 0 :g3 :a -5 +16 :train 0 -:g3 +:g1 :a -17 +5 :train 0 -:g1 +:g2 :a -1 +15 :train 0 -:g3 +:g1 :a -10 +11 :train 0 :g3 :a -12 +19 :train 0 :g1 :a -15 +13 :train 0 -:g2 -:b -22 +:g3 +:a +2 :train 0 :g1 :a -2 +3 :train 0 :g1 :a -4 +9 :train 0 :g1 -:b -20 +:a +0 :train 0 -:g1 +:g3 :a -9 +18 :train 0 :g2 :a -6 +7 :train 0 -:g1 +:g2 :b -24 +22 :test 0 -:g1 -:a -19 +:g3 +:b +23 :test 0 -:g1 -:a -3 +:g2 +:b +24 :test 0 -:g2 -:a -11 +:g3 +:b +20 :test 0 -:g2 +:g1 :a -13 +8 :test 0 -:g1 +:g2 :b -24 +22 :train 1 -:g1 -:a -19 +:g3 +:b +23 :train 1 -:g1 -:a -3 +:g2 +:b +24 :train 1 -:g2 -:a -11 -:train +:g3 +:b +20 +:train 1 -:g2 +:g1 :a -13 +8 :train 1 @@ -23012,210 +23012,210 @@

k-Fold

:g3 :a -0 +2 :train 0 :g3 :a -12 +4 :train 0 -:g2 +:g1 :a -8 +11 :train 0 -:g1 +:g2 :a -4 +17 :train 0 :g1 :a -3 +0 :train 0 -:g2 +:g3 :a -18 +10 :train 0 -:g2 +:g1 :a -6 +3 :train 0 :g1 :a -2 +13 :train 0 :g2 :a -14 +1 :train 0 -:g1 +:g3 :a -7 +6 :train 0 -:g2 +:g3 :a -11 +14 :train 0 -:g1 +:g2 :a -19 +12 :train 0 -:g3 +:g1 :a -17 +9 :train 0 -:g2 +:g1 :a -16 +5 :train 0 -:g1 +:g3 :a -9 +16 :train 0 -:g3 +:g1 :a -5 +8 :train 0 :g3 :a -10 +18 :test 0 :g2 :a -13 +15 :test 0 -:g1 +:g3 :a -15 +19 :test 0 -:g1 +:g2 :a -1 +7 :test 0 :g3 :a -10 +18 :train 1 :g2 :a -13 +15 :train 1 -:g1 +:g3 :a -15 +19 :train 1 -:g1 +:g2 :a -1 +7 :train 1 :g1 :a -3 +0 :train 1 -:g2 +:g3 :a -18 +10 :train 1 -:g2 +:g1 :a -6 +3 :train 1 :g1 :a -2 +13 :train 1 :g2 :a -14 +1 :train 1 -:g1 +:g3 :a -7 +6 :train 1 @@ -23225,7 +23225,7 @@

k-Fold

Bootstrap

(tc/split for-splitting :bootstrap)
-

_unnamed, (splitted) [34 5]:

+

_unnamed, (splitted) [35 5]:

@@ -23238,177 +23238,177 @@

Bootstrap

- + - + - + - + - + - + - + - + - + - + - + - - - + + + - + - - + + - - + + - + - + - + - + - - - + + + - + - + - - - + + + - + - + - + - + - - - + + + - + - + - + - + - + - + - + - + - + - - + + @@ -23441,82 +23441,82 @@

Holdout

- + - + - + - + - + - + - + - + - + - - + + - + - + - + - + - + - + - - - + + + - + - + - + @@ -23525,91 +23525,91 @@

Holdout

- + - + - + - + - - - + + + - + - + - - - + + + - + - + - - + + - + - + - + - - + + - + - + @@ -23632,175 +23632,175 @@

Holdout

- + - + - + - + - + - + - - - + + + - + - + - + - + - + - + - - + + - + - + - + - + - + - + - + - + - - + + - - - + + + - + - + - + - + - - - + + + - - - + + + - - + + - + - - - + + + - + - + @@ -23822,21 +23822,21 @@

Holdout

- - - + + + - + - + - + @@ -23844,27 +23844,27 @@

Holdout

- - + + - + - + - - + + - + @@ -23873,7 +23873,7 @@

Holdout

- + @@ -23885,114 +23885,114 @@

Holdout

- + - + - + - + - + - + - + - + - + - + - + - - - + + + - - - + + + - + - + - + - + - + - + - + - + - + - - + + @@ -24166,212 +24166,212 @@

Leave One Out

- - - + + + - + - - - + + + - - - + + + - + - - - + + + - - - + + + - - - + + + - + - + - - + + - - - + + + - + - + - + - + - + - - + + - + - + - + - + - + - + - + - + - + - + - + - - - + + + - + - + - + - + - + - + - + - - - + + + - - - + + + - + @@ -24399,18 +24399,18 @@

Grouped dataset with partitioning

- - + + - - + + - - + +
:g1:g2 :a312 :train 0
:g1:g3 :a414 :train 0
:g2:g3 :a1310 :train 0
:g1 :a49 :train 0
:g3:g1 :a513 :train 0
:g2:g3 :a816 :train 0
:g1:a7:g3:b20 :train 0
:g2 :a1412 :train 0
:g1:b24:a5 :train 0
:g2:b22:a12 :train 0
:g1:g3 :a214 :train 0
:g1:g2 :a212 :train 0
:g1:b20:g2:a7 :train 0
:g1:g3 :a310 :train 0
:g1:b23:g3:a19 :train 0
:g1:g3 :a26 :train 0
:g3 :a510 :train 0
:g3 :a176 :train 0
:g1:b23:g3:a19 :train 0
:g1:g3 :a218 :train 0
:g1 :a111 :train 0
:g1:g3 :a196 :train 0
:g2:g3 :a1619 :train 0
:g1:g3 :a192 :train 0
:g2:a13:b22 :train 0
:g3 :a1218 :train 0
:g1:g3 :a74 :train 0
:g1:g2 :b2024 :train 0
:g3:g1 :a179 :train 0
:g1:g3 :a914 :train 0
:g1:b23:a0 :test 0
:g3:g1 :a511 :test 0
:g3:g2 :a1017 :test 0
:g2:g3 :b2223 :test 0
:g1:a15:g3:b21 :test 0
:g1:g2 :a37 :test 0
:g2:g3 :a 16 :test
:g1 :a413 :test 0
:g2 :a612 :test 0
:g1:g2 :a1915 :test 0
:g3:b21:g1:a3 :test 0
:g2:g3 :a136 :test 0
:g1:a1:g3:b20 :test 0
:g2:g3 :a1819 :test 0
:g2:a11:b22 :test 0
:g3 :a010 :test 0
:g1 :a28 :test 0
:g2 :a141 :test 0
:g1:b24:a5 :test 0
:g2:g3 :a82 :test 0
:g2 :a147 :train 0
:g3 :a1219 :train 0
:g1:g3 :a156 :test 0
:g2:g1 :a118 :test 0
:g3:b21:g2:a15 :test 0
:g3:g2 :a51 :test 0
:g3 :a172 :test 0
:g1 :a1913 :split-2 0
:g1:g3 :a718 :split-2 0
:g2:a18:b24 :split-2 0
:g2:g3 :a610 :split-2 0
:g2 :a1612 :split-2 0
:g1 :a90 :split-2 0
:g2:g3 :b2221 :split-2 0
:g2:g1 :a135 :split-3 0
:g3:a10:b23 :split-3 0
:g1:b24:g2:a17 :split-3 0
:g2:g1 :a89 :split-4 0
:g1:g3 :a24 :split-4 0
:g1:b23:g3:a16 :split-4 0
:g1:a1:g3:b20 :split-4 0
:g1:b20:a3 :split-4 0
:g1 :a311 :split-4 0
:g3:a0:g2:b22 :split-4 0
:g1:g3 :a414 :split-4 0
:g1:a3:g2:b22 small 0
:g2:g1 :a1413 small 0
:g1:g2 :a 15 small
:g2:a18:b24 small 0
:g2:g3 :b2220 small 0
:g1:b20:a11 smaller 0
:g2:g1 :a 8 smaller
:g2 :a612 smaller 0
0
:g1:g2 :a417 big 0
:g1:g2 :a91 big 0
:g3 :a518 big 0
:g2:g3 :a1619 big 0
:g2 :a117 big 0
:g3 :a104 big 0
:g1:g3 :a16 big 0
:g2:a13:g3:b23 big 0
:g1:b24:g3:a2 big 0
:g3:g1 :a173 big 0
:g3:g1 :a 0 big 0
:g1:g3 :a714 big 0
:g3 :a1210 the rest 0
:g1 :a199 the rest 0
:g1:g3 :a216 the rest 0
:g1:b23:a5 the rest 0
:g3:a10:g2:b22 :train 0
:g1 :a73 :train 0
:g1:b20:g2:a1 :train 0
:g1:b23:g2:a12 :train 0
:g1 :a19 :train 0
:g2:a14:g3:b20 :train 0
:g1:a19:g3:b21 :train 0
:g1:b24:g3:a16 :train 0
:g2:g3 :a614 :train 0
:g2:b22:a15 :train 0
:g3:b21:g1:a11 :train 0
:g1:g3 :a154 :train 0
:g3 :a1219 :train 0
:g1:g3 :a910 :train 0
:g3:a0:b23 :train 0
:g2:g1 :a185 :train 0
:g2:g3 :a86 :train 0
:g2:g1 :a1613 :train 0
:g1:g3 :a418 :train 0
:g3:g2 :a177 :train 0
:g1 :a38 :train 0
:g1:a2:g2:b24 :train 0
:g2:g3 :a132 :train 0
:g3:g1 :a50 :train 0
:g2 :a1117 :test 0
:g2 :a1117 :train 1
:g1 :a73 :train 1
:g1:b20:g2:a1 :train 1
:g1:b23:g2:a12 :train 1
:g1 :a19 :train 1
0:g3Group: :g3, (splitted) [7 5]::g1Group: :g1, (splitted) [8 5]:
1:g1Group: :g1, (splitted) [14 5]::g2Group: :g2, (splitted) [9 5]:
2:g2Group: :g2, (splitted) [9 5]::g3Group: :g3, (splitted) [14 5]:
@@ -24432,104 +24432,104 @@

Split as a sequence

-:g2 -:a -11 - - -:g2 +:g3 :a 16 - -:g2 -:a -18 - -:g2 +:g3 :a -14 +2 :g1 :a -19 +9 :g1 :a -4 +5 -:g3 +:g1 :a -17 +3 :g2 :a -6 +1 -:g3 +:g1 :a -12 +13 -:g1 +:g3 :a -2 +19 :g1 :a -3 +11 -:g1 +:g2 :a -1 +7 :g3 :a -0 +10 -:g1 +:g3 :a -9 +4 :g1 :a -7 +8 -:g1 +:g2 :a 15 :g1 +:a +0 + + +:g2 +:a +17 + + +:g3 :b 20 -:g1 +:g2 :b 24 -:g3 +:g2 :b -21 +22 -:g1 +:g3 :b -23 +21 @@ -24546,27 +24546,27 @@

Split as a sequence

:g2 :a -8 +12 -:g2 +:g3 :a -13 +6 :g3 :a -5 +14 :g3 :a -10 +18 -:g2 +:g3 :b -22 +23 @@ -24575,7 +24575,7 @@

Split as a sequence

(tc/group-by :group) (tc/split->seq :bootstrap {:partition-selector :partition :seed 11 :ratio 0.8 :repeats 2}) (first))
-

[:g3 ({:train Group: 0 [5 3]:

+

[:g1 ({:train Group: 0 [6 3]:

@@ -24586,29 +24586,34 @@

Split as a sequence

- + - + - + - + - + - + - - - + + + + + + + +
:g3:g1 :a1013
:g3:g1 :a 0
:g3:g1 :a 5
:g3:g1 :a1013
:g3:b21:g1:a8
:g1:a11
@@ -24623,18 +24628,18 @@

Split as a sequence

-:g3 +:g1 :a -17 +3 -:g3 +:g1 :a -12 +9 -

} {:train Group: 1 [5 3]:

+

} {:train Group: 1 [6 3]:

@@ -24645,29 +24650,34 @@

Split as a sequence

- + - + - + - + - + - + - + - + - - - + + + + + + + +
:g3:g1 :a100
:g3:g1 :a1213
:g3:g1 :a1011
:g3:g1 :a58
:g3:b21:g1:a5
:g1:a13
@@ -24682,14 +24692,14 @@

Split as a sequence

-:g3 +:g1 :a -0 +3 -:g3 +:g1 :a -17 +9 @@ -24711,7 +24721,7 @@

Pipeline

Functional

To create composable function, call API function but defined in tablecloth.pipeline namespace and without ds argument.

(pip/select-columns :type/numerical)
-

#function[tablecloth.pipeline/select-columns/fn–33836]

+

#function[tablecloth.pipeline/select-columns/fn–44245]

Calling such function on a dataset gives a requested result.

((pip/select-columns :type/numerical) DS)

#:metamorph{:data _unnamed [9 3]:

@@ -25244,7 +25254,7 @@

Stocks

- + @@ -25386,7 +25396,7 @@

Stocks

:summarysummary :year :symbol
- + @@ -28872,9 +28882,9 @@
Filter rows
- - - + + + @@ -28883,10 +28893,10 @@
Filter rows
- - - - + + + +
:summarysummary :symbol :year
240.5A21.0B
1 A
131.5C281.0B
@@ -28903,10 +28913,10 @@
Filter rows
-1 -7 -0.5 -A +2 +8 +1.0 +B 1 @@ -28915,20 +28925,20 @@
Filter rows
B -1 -1 -0.5 -A - - 2 2 1.0 B + +2 +6 +1.5 +C + 1 -1 +7 0.5 A @@ -30109,7 +30119,7 @@
Additional helpers
- + @@ -31024,7 +31034,7 @@
by
:summarysummary
- + @@ -31077,7 +31087,7 @@
by
:summarysummary :$group-name
- + diff --git a/docs/index.md b/docs/index.md index de8c932..ee47e15 100644 --- a/docs/index.md +++ b/docs/index.md @@ -29,7 +29,7 @@ pre.r::before { tech-ml-version ``` -“6.023” +“6.025” ## Introduction @@ -662,7 +662,7 @@ Rows as sequence of sequences (take 2 (tc/rows ds)) ``` - ([#object[java.time.LocalDate 0x2dc65368 "2012-01-01"] 0.0 12.8 5.0 4.7 "drizzle"] [#object[java.time.LocalDate 0x7c06484a "2012-01-02"] 10.9 10.6 2.8 4.5 "rain"]) + ([#object[java.time.LocalDate 0xfe8345e "2012-01-01"] 0.0 12.8 5.0 4.7 "drizzle"] [#object[java.time.LocalDate 0x2f1203ad "2012-01-02"] 10.9 10.6 2.8 4.5 "rain"]) ----- @@ -675,7 +675,7 @@ Select rows/columns as double-double-array (tc/rows :as-double-arrays)) ``` - #object["[[D" 0x1f9cc2c2 "[[D@1f9cc2c2"] + #object["[[D" 0x76072ad1 "[[D@76072ad1"] ``` clojure (-> ds @@ -684,7 +684,7 @@ Select rows/columns as double-double-array (tc/columns :as-double-arrays)) ``` - #object["[[D" 0x35f6224 "[[D@35f6224"] + #object["[[D" 0x4bdf7219 "[[D@4bdf7219"] ----- @@ -694,13 +694,13 @@ Rows as sequence of maps (clojure.pprint/pprint (take 2 (tc/rows ds :as-maps))) ``` - ({"date" #object[java.time.LocalDate 0x152494fb "2012-01-01"], + ({"date" #object[java.time.LocalDate 0x3baba44 "2012-01-01"], "precipitation" 0.0, "temp_min" 5.0, "weather" "drizzle", "temp_max" 12.8, "wind" 4.7} - {"date" #object[java.time.LocalDate 0x411c854c "2012-01-02"], + {"date" #object[java.time.LocalDate 0x56164129 "2012-01-02"], "precipitation" 10.9, "temp_min" 2.8, "weather" "rain", @@ -1998,7 +1998,7 @@ You can also pass mapping function with optional columns-selector \_unnamed \[9 4\]: -| v1 | v2 | \[1 2 3\] | | +| v1 | v2 | \[1 2 3\] | | | -: | -: | --------: | --------------------------- | | 1 | 1 | 0.5 | A | | 2 | 2 | 1.0 | B | @@ -2070,7 +2070,7 @@ Function works on grouped dataset {1 Group: 1 \[5 4\]: -| v1 | v2 | \[1 2 3\] | | +| v1 | v2 | \[1 2 3\] | | | -: | -: | --------: | --------------------------- | | 1 | 1 | 0.5 | A | | 1 | 3 | 1.5 | C | @@ -2080,7 +2080,7 @@ Function works on grouped dataset , 2 Group: 2 \[4 4\]: -| v1 | v2 | \[1 2 3\] | | +| v1 | v2 | \[1 2 3\] | | | -: | -: | --------: | --------------------------- | | 2 | 2 | 1.0 | B | | 2 | 4 | 0.5 | A | @@ -2143,15 +2143,15 @@ Replace one column (column is trimmed) | :V1 | :V2 | :V3 | :V4 | | ---------: | --: | --: | --- | -| 0.39619470 | 1 | 0.5 | A | -| 0.40776409 | 2 | 1.0 | B | -| 0.89794077 | 3 | 1.5 | C | -| 0.80486880 | 4 | 0.5 | A | -| 0.46835920 | 5 | 1.0 | B | -| 0.18471052 | 6 | 1.5 | C | -| 0.61122503 | 7 | 0.5 | A | -| 0.24032379 | 8 | 1.0 | B | -| 0.29383032 | 9 | 1.5 | C | +| 0.37738065 | 1 | 0.5 | A | +| 0.60892253 | 2 | 1.0 | B | +| 0.26963112 | 3 | 1.5 | C | +| 0.19565899 | 4 | 0.5 | A | +| 0.98317944 | 5 | 1.0 | B | +| 0.68531347 | 6 | 1.5 | C | +| 0.24810555 | 7 | 0.5 | A | +| 0.95103682 | 8 | 1.0 | B | +| 0.78087417 | 9 | 1.5 | C | ----- @@ -2424,15 +2424,15 @@ the map. | :V1 | :V2 | :V3 | :V4 | | --: | --: | --: | --- | -| 1 | 5 | 0.5 | A | -| 2 | 9 | 1.0 | B | -| 1 | 1 | 1.5 | C | -| 2 | 6 | 0.5 | A | -| 1 | 8 | 1.0 | B | -| 2 | 4 | 1.5 | C | -| 1 | 3 | 0.5 | A | -| 2 | 2 | 1.0 | B | -| 1 | 7 | 1.5 | C | +| 1 | 6 | 0.5 | A | +| 2 | 8 | 1.0 | B | +| 1 | 5 | 1.5 | C | +| 2 | 2 | 0.5 | A | +| 1 | 7 | 1.0 | B | +| 2 | 3 | 1.5 | C | +| 1 | 1 | 0.5 | A | +| 2 | 4 | 1.0 | B | +| 1 | 9 | 1.5 | C | #### Map @@ -2686,7 +2686,7 @@ Double array conversion. (tc/->array DS :V1) ``` - #object["[J" 0x5b7a400f "[J@5b7a400f"] + #object["[J" 0x6d7f93a2 "[J@6d7f93a2"] ----- @@ -2698,7 +2698,7 @@ Function also works on grouped dataset (tc/->array :V2)) ``` - (#object["[J" 0x4ac0fa7 "[J@4ac0fa7"] #object["[J" 0x6bd362d3 "[J@6bd362d3"] #object["[J" 0x2d5912f5 "[J@2d5912f5"]) + (#object["[J" 0x475aca4c "[J@475aca4c"] #object["[J" 0x330b1f6e "[J@330b1f6e"] #object["[J" 0x40f0dd68 "[J@40f0dd68"]) ----- @@ -2709,8 +2709,8 @@ You can also cast the type to the other one (if casting is possible): (tc/->array DS :V1 :float32) ``` - #object["[Ljava.lang.String;" 0x100c7973 "[Ljava.lang.String;@100c7973"] - #object["[F" 0xb081583 "[F@b081583"] + #object["[Ljava.lang.String;" 0x57fdb0eb "[Ljava.lang.String;@57fdb0eb"] + #object["[F" 0x4cf99bbb "[F@4cf99bbb"] ### Rows @@ -2907,7 +2907,7 @@ Random row (single) | :V1 | :V2 | :V3 | :V4 | | --: | --: | --: | --- | -| 1 | 7 | 0.5 | A | +| 1 | 3 | 1.5 | C | ----- @@ -2935,15 +2935,15 @@ Random `n` (default: row count) rows with repetition. | :V1 | :V2 | :V3 | :V4 | | --: | --: | --: | --- | +| 2 | 4 | 0.5 | A | | 2 | 8 | 1.0 | B | -| 1 | 1 | 0.5 | A | -| 1 | 5 | 1.0 | B | +| 2 | 2 | 1.0 | B | | 1 | 9 | 1.5 | C | -| 1 | 3 | 1.5 | C | -| 1 | 7 | 0.5 | A | +| 2 | 8 | 1.0 | B | | 1 | 9 | 1.5 | C | +| 1 | 3 | 1.5 | C | +| 2 | 8 | 1.0 | B | | 2 | 6 | 1.5 | C | -| 2 | 2 | 1.0 | B | ----- @@ -2957,10 +2957,10 @@ Five random rows with repetition | :V1 | :V2 | :V3 | :V4 | | --: | --: | --: | --- | -| 1 | 1 | 0.5 | A | | 2 | 2 | 1.0 | B | -| 2 | 6 | 1.5 | C | -| 1 | 5 | 1.0 | B | +| 2 | 8 | 1.0 | B | +| 1 | 3 | 1.5 | C | +| 1 | 3 | 1.5 | C | | 1 | 9 | 1.5 | C | ----- @@ -2976,10 +2976,10 @@ Five random, non-repeating rows | :V1 | :V2 | :V3 | :V4 | | --: | --: | --: | --- | | 1 | 5 | 1.0 | B | -| 2 | 8 | 1.0 | B | -| 1 | 9 | 1.5 | C | | 1 | 1 | 0.5 | A | +| 1 | 7 | 0.5 | A | | 1 | 3 | 1.5 | C | +| 2 | 6 | 1.5 | C | ----- @@ -3011,15 +3011,15 @@ Shuffle dataset | :V1 | :V2 | :V3 | :V4 | | --: | --: | --: | --- | -| 1 | 1 | 0.5 | A | -| 2 | 6 | 1.5 | C | | 2 | 4 | 0.5 | A | | 1 | 3 | 1.5 | C | -| 1 | 9 | 1.5 | C | -| 1 | 7 | 0.5 | A | -| 2 | 2 | 1.0 | B | | 2 | 8 | 1.0 | B | +| 2 | 2 | 1.0 | B | +| 2 | 6 | 1.5 | C | +| 1 | 1 | 0.5 | A | +| 1 | 7 | 0.5 | A | | 1 | 5 | 1.0 | B | +| 1 | 9 | 1.5 | C | ----- @@ -3148,19 +3148,19 @@ Select 5 random rows from each group | :V1 | :V2 | :V3 | :V4 | | --: | --: | --: | --- | | 1 | 1 | 0.5 | A | -| 2 | 4 | 0.5 | A | -| 2 | 4 | 0.5 | A | -| 1 | 1 | 0.5 | A | +| 1 | 7 | 0.5 | A | | 1 | 1 | 0.5 | A | -| 2 | 2 | 1.0 | B | -| 2 | 8 | 1.0 | B | -| 2 | 8 | 1.0 | B | +| 2 | 4 | 0.5 | A | +| 1 | 7 | 0.5 | A | | 2 | 8 | 1.0 | B | +| 1 | 5 | 1.0 | B | +| 2 | 2 | 1.0 | B | +| 2 | 2 | 1.0 | B | | 2 | 2 | 1.0 | B | +| 1 | 3 | 1.5 | C | | 2 | 6 | 1.5 | C | -| 1 | 9 | 1.5 | C | +| 1 | 3 | 1.5 | C | | 2 | 6 | 1.5 | C | -| 1 | 9 | 1.5 | C | | 1 | 3 | 1.5 | C | ### Aggregate @@ -3191,9 +3191,9 @@ Let’s calculate mean of some columns \_unnamed \[1 1\]: -| :summary | -| -------: | -| 45 | +| summary | +| ------: | +| 45 | ----- @@ -3685,8 +3685,8 @@ Random | :V1 | :V2 | :V3 | :V4 | | --: | --: | --: | --- | -| 2 | 4 | 0.5 | A | -| 1 | 5 | 1.0 | B | +| 2 | 6 | 1.5 | C | +| 1 | 9 | 1.5 | C | ----- @@ -5754,10 +5754,10 @@ pnl | :x | :a | :b | :y1 | :y2 | :z1 | :z2 | | -: | -: | -: | ---------: | ---------: | --: | --: | -| 1 | 1 | 0 | 0.69835428 | 0.83080205 | 3 | \-2 | -| 2 | 1 | 1 | 0.64480515 | 0.09406400 | 3 | \-2 | -| 3 | 0 | 1 | 0.82014671 | 0.69391590 | 3 | \-2 | -| 4 | 0 | 1 | 0.22176160 | 0.14107542 | 3 | \-2 | +| 1 | 1 | 0 | 0.86386972 | 0.10598723 | 3 | \-2 | +| 2 | 1 | 1 | 0.22412682 | 0.02416921 | 3 | \-2 | +| 3 | 0 | 1 | 0.78036335 | 0.83653055 | 3 | \-2 | +| 4 | 0 | 1 | 0.70510546 | 0.88335495 | 3 | \-2 | ``` clojure (tc/pivot->longer pnl [:y1 :y2 :z1 :z2] {:target-columns [nil :times] @@ -5768,14 +5768,14 @@ pnl | :x | :a | :b | :times | y | z | | -: | -: | -: | -----: | ---------: | --: | -| 1 | 1 | 0 | 1 | 0.69835428 | 3 | -| 2 | 1 | 1 | 1 | 0.64480515 | 3 | -| 3 | 0 | 1 | 1 | 0.82014671 | 3 | -| 4 | 0 | 1 | 1 | 0.22176160 | 3 | -| 1 | 1 | 0 | 2 | 0.83080205 | \-2 | -| 2 | 1 | 1 | 2 | 0.09406400 | \-2 | -| 3 | 0 | 1 | 2 | 0.69391590 | \-2 | -| 4 | 0 | 1 | 2 | 0.14107542 | \-2 | +| 1 | 1 | 0 | 1 | 0.86386972 | 3 | +| 2 | 1 | 1 | 1 | 0.22412682 | 3 | +| 3 | 0 | 1 | 1 | 0.78036335 | 3 | +| 4 | 0 | 1 | 1 | 0.70510546 | 3 | +| 1 | 1 | 0 | 2 | 0.10598723 | \-2 | +| 2 | 1 | 1 | 2 | 0.02416921 | \-2 | +| 3 | 0 | 1 | 2 | 0.83653055 | \-2 | +| 4 | 0 | 1 | 2 | 0.88335495 | \-2 | #### Wider @@ -7324,31 +7324,31 @@ asof-\>= \[3 4\]: | :V1 | :V2 | :V3 | :V4 | | --: | --: | --: | --- | +| 1 | 1 | 0.5 | A | +| 2 | 4 | 0.5 | A | +| 2 | 2 | 1.0 | B | +| 2 | 4 | 0.5 | A | +| 2 | 8 | 1.0 | B | | 2 | 6 | 1.5 | C | +| 1 | 5 | 1.0 | B | +| 2 | 4 | 0.5 | A | | 1 | 9 | 1.5 | C | -| 2 | 8 | 1.0 | B | | 1 | 5 | 1.0 | B | +| 2 | 2 | 1.0 | B | +| 2 | 6 | 1.5 | C | +| 2 | 6 | 1.5 | C | | 1 | 1 | 0.5 | A | -| 1 | 5 | 1.0 | B | -| 1 | 7 | 0.5 | A | -| 1 | 3 | 1.5 | C | -| 1 | 7 | 0.5 | A | -| 2 | 8 | 1.0 | B | +| 2 | 6 | 1.5 | C | | 1 | 9 | 1.5 | C | -| 1 | 1 | 0.5 | A | -| 1 | 5 | 1.0 | B | -| 2 | 8 | 1.0 | B | -| 1 | 5 | 1.0 | B | -| 2 | 4 | 0.5 | A | -| 2 | 4 | 0.5 | A | | 1 | 3 | 1.5 | C | -| 2 | 4 | 0.5 | A | -| 2 | 6 | 1.5 | C | +| 1 | 9 | 1.5 | C | | 2 | 2 | 1.0 | B | -| 2 | 8 | 1.0 | B | -| 1 | 3 | 1.5 | C | -| 2 | 6 | 1.5 | C | | 2 | 6 | 1.5 | C | +| 1 | 1 | 0.5 | A | +| 1 | 9 | 1.5 | C | +| 1 | 9 | 1.5 | C | +| 1 | 1 | 0.5 | A | +| 1 | 9 | 1.5 | C | ##### Concat grouped dataset @@ -7411,15 +7411,15 @@ union \[9 4\]: | :V1 | :V2 | :V3 | :V4 | | --: | --: | --: | --- | -| 2 | 6 | 1.5 | C | -| 2 | 4 | 0.5 | A | -| 1 | 5 | 1.0 | B | | 1 | 3 | 1.5 | C | -| 1 | 1 | 0.5 | A | -| 2 | 2 | 1.0 | B | -| 1 | 9 | 1.5 | C | | 1 | 7 | 0.5 | A | | 2 | 8 | 1.0 | B | +| 1 | 9 | 1.5 | C | +| 2 | 2 | 1.0 | B | +| 1 | 1 | 0.5 | A | +| 2 | 4 | 0.5 | A | +| 1 | 5 | 1.0 | B | +| 2 | 6 | 1.5 | C | #### Bind @@ -7609,29 +7609,29 @@ for-splitting | :group | :partition | :id | | ------ | ---------- | --: | | :g3 | :a | 0 | -| :g3 | :a | 1 | -| :g3 | :a | 2 | -| :g3 | :a | 3 | -| :g1 | :a | 4 | -| :g1 | :a | 5 | -| :g3 | :a | 6 | -| :g1 | :a | 7 | -| :g1 | :a | 8 | -| :g1 | :a | 9 | -| :g1 | :a | 10 | -| :g1 | :a | 11 | -| :g3 | :a | 12 | -| :g1 | :a | 13 | -| :g3 | :a | 14 | -| :g2 | :a | 15 | +| :g1 | :a | 1 | +| :g1 | :a | 2 | +| :g1 | :a | 3 | +| :g3 | :a | 4 | +| :g2 | :a | 5 | +| :g2 | :a | 6 | +| :g2 | :a | 7 | +| :g3 | :a | 8 | +| :g3 | :a | 9 | +| :g2 | :a | 10 | +| :g2 | :a | 11 | +| :g1 | :a | 12 | +| :g2 | :a | 13 | +| :g2 | :a | 14 | +| :g1 | :a | 15 | | :g1 | :a | 16 | | :g3 | :a | 17 | | :g2 | :a | 18 | | :g2 | :a | 19 | | :g2 | :b | 20 | -| :g3 | :b | 21 | -| :g2 | :b | 22 | -| :g2 | :b | 23 | +| :g2 | :b | 21 | +| :g1 | :b | 22 | +| :g3 | :b | 23 | | :g1 | :b | 24 | #### k-Fold @@ -7648,36 +7648,36 @@ Returns `k=5` maps | :group | :partition | :id | :\(split-name | :\)split-id | | | ------ | ---------- | --: | --------------------------- | -: | -| :g1 | :a | 11 | :train | 0 | +| :g3 | :a | 8 | :train | 0 | +| :g1 | :b | 22 | :train | 0 | +| :g2 | :a | 7 | :train | 0 | +| :g1 | :b | 24 | :train | 0 | +| :g2 | :a | 13 | :train | 0 | +| :g2 | :a | 5 | :train | 0 | +| :g2 | :b | 21 | :train | 0 | +| :g1 | :a | 1 | :train | 0 | | :g1 | :a | 16 | :train | 0 | -| :g3 | :a | 14 | :train | 0 | -| :g1 | :a | 4 | :train | 0 | -| :g2 | :a | 19 | :train | 0 | -| :g3 | :a | 6 | :train | 0 | -| :g2 | :b | 22 | :train | 0 | -| :g1 | :a | 8 | :train | 0 | -| :g1 | :a | 5 | :train | 0 | -| :g3 | :a | 17 | :train | 0 | -| :g1 | :a | 13 | :train | 0 | -| :g2 | :a | 15 | :train | 0 | +| :g3 | :b | 23 | :train | 0 | +| :g3 | :a | 4 | :train | 0 | +| :g2 | :a | 11 | :train | 0 | +| :g1 | :a | 2 | :train | 0 | +| :g1 | :a | 3 | :train | 0 | +| :g2 | :a | 6 | :train | 0 | | :g2 | :b | 20 | :train | 0 | -| :g1 | :b | 24 | :train | 0 | -| :g1 | :a | 10 | :train | 0 | -| :g3 | :a | 2 | :train | 0 | -| :g1 | :a | 9 | :train | 0 | -| :g3 | :a | 1 | :train | 0 | -| :g2 | :a | 18 | :train | 0 | -| :g2 | :b | 23 | :train | 0 | -| :g3 | :a | 0 | :test | 0 | -| :g1 | :a | 7 | :test | 0 | -| :g3 | :a | 12 | :test | 0 | -| :g3 | :b | 21 | :test | 0 | -| :g3 | :a | 3 | :test | 0 | -| :g3 | :a | 0 | :train | 1 | -| :g1 | :a | 7 | :train | 1 | -| :g3 | :a | 12 | :train | 1 | -| :g3 | :b | 21 | :train | 1 | -| :g3 | :a | 3 | :train | 1 | +| :g3 | :a | 9 | :train | 0 | +| :g3 | :a | 0 | :train | 0 | +| :g1 | :a | 12 | :train | 0 | +| :g2 | :a | 10 | :train | 0 | +| :g2 | :a | 18 | :test | 0 | +| :g2 | :a | 14 | :test | 0 | +| :g3 | :a | 17 | :test | 0 | +| :g2 | :a | 19 | :test | 0 | +| :g1 | :a | 15 | :test | 0 | +| :g2 | :a | 18 | :train | 1 | +| :g2 | :a | 14 | :train | 1 | +| :g3 | :a | 17 | :train | 1 | +| :g2 | :a | 19 | :train | 1 | +| :g1 | :a | 15 | :train | 1 | Partition according to `:k` column to reflect it’s distribution @@ -7691,36 +7691,36 @@ Partition according to `:k` column to reflect it’s distribution | :group | :partition | :id | :\(split-name | :\)split-id | | | ------ | ---------- | --: | --------------------------- | -: | -| :g1 | :a | 9 | :train | 0 | -| :g1 | :a | 4 | :train | 0 | -| :g1 | :a | 10 | :train | 0 | -| :g1 | :a | 16 | :train | 0 | +| :g3 | :a | 4 | :train | 0 | +| :g1 | :a | 3 | :train | 0 | +| :g2 | :a | 14 | :train | 0 | +| :g2 | :a | 19 | :train | 0 | +| :g1 | :a | 2 | :train | 0 | +| :g2 | :a | 10 | :train | 0 | | :g3 | :a | 17 | :train | 0 | -| :g3 | :a | 1 | :train | 0 | -| :g2 | :a | 15 | :train | 0 | -| :g3 | :a | 14 | :train | 0 | -| :g3 | :a | 6 | :train | 0 | -| :g3 | :a | 2 | :train | 0 | -| :g1 | :a | 7 | :train | 0 | -| :g1 | :a | 8 | :train | 0 | -| :g1 | :a | 11 | :train | 0 | | :g3 | :a | 0 | :train | 0 | -| :g1 | :a | 5 | :train | 0 | -| :g3 | :a | 3 | :train | 0 | -| :g2 | :a | 19 | :test | 0 | -| :g3 | :a | 12 | :test | 0 | -| :g1 | :a | 13 | :test | 0 | +| :g3 | :a | 9 | :train | 0 | +| :g2 | :a | 6 | :train | 0 | +| :g2 | :a | 5 | :train | 0 | +| :g1 | :a | 16 | :train | 0 | +| :g3 | :a | 8 | :train | 0 | +| :g2 | :a | 13 | :train | 0 | +| :g2 | :a | 7 | :train | 0 | +| :g1 | :a | 15 | :train | 0 | | :g2 | :a | 18 | :test | 0 | -| :g2 | :a | 19 | :train | 1 | -| :g3 | :a | 12 | :train | 1 | -| :g1 | :a | 13 | :train | 1 | +| :g1 | :a | 12 | :test | 0 | +| :g1 | :a | 1 | :test | 0 | +| :g2 | :a | 11 | :test | 0 | | :g2 | :a | 18 | :train | 1 | +| :g1 | :a | 12 | :train | 1 | +| :g1 | :a | 1 | :train | 1 | +| :g2 | :a | 11 | :train | 1 | +| :g1 | :a | 2 | :train | 1 | +| :g2 | :a | 10 | :train | 1 | | :g3 | :a | 17 | :train | 1 | -| :g3 | :a | 1 | :train | 1 | -| :g2 | :a | 15 | :train | 1 | -| :g3 | :a | 14 | :train | 1 | -| :g3 | :a | 6 | :train | 1 | -| :g3 | :a | 2 | :train | 1 | +| :g3 | :a | 0 | :train | 1 | +| :g3 | :a | 9 | :train | 1 | +| :g2 | :a | 6 | :train | 1 | #### Bootstrap @@ -7728,35 +7728,35 @@ Partition according to `:k` column to reflect it’s distribution (tc/split for-splitting :bootstrap) ``` -\_unnamed, (splitted) \[35 5\]: +\_unnamed, (splitted) \[32 5\]: | :group | :partition | :id | :\(split-name | :\)split-id | | | ------ | ---------- | --: | --------------------------- | -: | -| :g1 | :a | 5 | :train | 0 | -| :g2 | :b | 20 | :train | 0 | -| :g3 | :a | 14 | :train | 0 | -| :g3 | :a | 2 | :train | 0 | +| :g3 | :a | 4 | :train | 0 | +| :g2 | :a | 11 | :train | 0 | +| :g2 | :a | 5 | :train | 0 | +| :g2 | :a | 7 | :train | 0 | | :g3 | :a | 0 | :train | 0 | -| :g2 | :b | 20 | :train | 0 | -| :g1 | :a | 9 | :train | 0 | -| :g3 | :a | 1 | :train | 0 | -| :g3 | :a | 1 | :train | 0 | -| :g3 | :a | 14 | :train | 0 | -| :g1 | :a | 5 | :train | 0 | +| :g2 | :a | 14 | :train | 0 | | :g2 | :a | 19 | :train | 0 | -| :g2 | :a | 15 | :train | 0 | -| :g1 | :a | 11 | :train | 0 | -| :g1 | :a | 4 | :train | 0 | -| :g1 | :a | 5 | :train | 0 | -| :g2 | :b | 22 | :train | 0 | -| :g2 | :a | 18 | :train | 0 | -| :g3 | :a | 14 | :train | 0 | +| :g3 | :a | 4 | :train | 0 | +| :g1 | :a | 16 | :train | 0 | +| :g3 | :b | 23 | :train | 0 | +| :g2 | :a | 13 | :train | 0 | +| :g2 | :a | 7 | :train | 0 | +| :g3 | :a | 9 | :train | 0 | +| :g3 | :a | 4 | :train | 0 | +| :g3 | :a | 4 | :train | 0 | +| :g2 | :b | 21 | :train | 0 | +| :g2 | :a | 10 | :train | 0 | +| :g1 | :a | 2 | :train | 0 | +| :g2 | :b | 21 | :train | 0 | +| :g2 | :a | 13 | :train | 0 | +| :g1 | :a | 1 | :train | 0 | +| :g2 | :a | 6 | :train | 0 | +| :g3 | :a | 8 | :train | 0 | | :g3 | :a | 0 | :train | 0 | -| :g1 | :a | 11 | :train | 0 | -| :g3 | :a | 1 | :train | 0 | -| :g3 | :a | 3 | :train | 0 | -| :g2 | :a | 15 | :train | 0 | -| :g1 | :a | 10 | :train | 0 | +| :g1 | :b | 24 | :train | 0 | with repeats, to get 100 splits @@ -7782,31 +7782,31 @@ with small ratio | :group | :partition | :id | :\(split-name | :\)split-id | | | ------ | ---------- | --: | --------------------------- | -: | -| :g1 | :a | 4 | :train | 0 | | :g2 | :a | 19 | :train | 0 | -| :g3 | :b | 21 | :train | 0 | -| :g2 | :a | 15 | :train | 0 | -| :g1 | :a | 16 | :train | 0 | -| :g1 | :a | 11 | :test | 0 | -| :g3 | :a | 6 | :test | 0 | -| :g3 | :a | 12 | :test | 0 | -| :g2 | :b | 23 | :test | 0 | -| :g3 | :a | 17 | :test | 0 | -| :g1 | :a | 7 | :test | 0 | -| :g1 | :a | 10 | :test | 0 | +| :g1 | :a | 1 | :train | 0 | +| :g3 | :a | 4 | :train | 0 | +| :g3 | :a | 17 | :train | 0 | +| :g2 | :a | 11 | :train | 0 | +| :g1 | :a | 15 | :test | 0 | +| :g2 | :a | 5 | :test | 0 | +| :g3 | :a | 8 | :test | 0 | +| :g1 | :b | 24 | :test | 0 | | :g2 | :a | 18 | :test | 0 | -| :g3 | :a | 1 | :test | 0 | +| :g3 | :a | 9 | :test | 0 | +| :g2 | :a | 13 | :test | 0 | +| :g3 | :b | 23 | :test | 0 | | :g3 | :a | 0 | :test | 0 | -| :g3 | :a | 14 | :test | 0 | -| :g3 | :a | 3 | :test | 0 | | :g2 | :b | 20 | :test | 0 | -| :g2 | :b | 22 | :test | 0 | -| :g1 | :a | 8 | :test | 0 | -| :g3 | :a | 2 | :test | 0 | -| :g1 | :a | 9 | :test | 0 | -| :g1 | :a | 13 | :test | 0 | -| :g1 | :a | 5 | :test | 0 | -| :g1 | :b | 24 | :test | 0 | +| :g2 | :a | 7 | :test | 0 | +| :g1 | :b | 22 | :test | 0 | +| :g2 | :a | 10 | :test | 0 | +| :g2 | :a | 14 | :test | 0 | +| :g1 | :a | 12 | :test | 0 | +| :g1 | :a | 3 | :test | 0 | +| :g2 | :b | 21 | :test | 0 | +| :g1 | :a | 16 | :test | 0 | +| :g1 | :a | 2 | :test | 0 | +| :g2 | :a | 6 | :test | 0 | you can split to more than two subdatasets with holdout @@ -7818,31 +7818,31 @@ you can split to more than two subdatasets with holdout | :group | :partition | :id | :\(split-name | :\)split-id | | | ------ | ---------- | --: | --------------------------- | -: | -| :g1 | :a | 5 | :train | 0 | -| :g3 | :a | 0 | :train | 0 | -| :g2 | :b | 22 | :test | 0 | -| :g1 | :a | 13 | :test | 0 | -| :g2 | :a | 19 | :test | 0 | -| :g1 | :a | 7 | :test | 0 | -| :g1 | :a | 11 | :test | 0 | -| :g3 | :a | 6 | :split-2 | 0 | -| :g2 | :a | 18 | :split-2 | 0 | -| :g3 | :a | 14 | :split-2 | 0 | -| :g3 | :a | 2 | :split-2 | 0 | -| :g1 | :a | 9 | :split-2 | 0 | -| :g3 | :a | 17 | :split-2 | 0 | -| :g2 | :b | 20 | :split-2 | 0 | -| :g3 | :a | 1 | :split-3 | 0 | -| :g1 | :a | 16 | :split-3 | 0 | -| :g1 | :a | 10 | :split-3 | 0 | +| :g3 | :a | 8 | :train | 0 | +| :g3 | :a | 17 | :train | 0 | +| :g2 | :a | 13 | :test | 0 | +| :g1 | :a | 2 | :test | 0 | +| :g2 | :a | 6 | :test | 0 | +| :g3 | :a | 4 | :test | 0 | +| :g3 | :a | 9 | :test | 0 | +| :g2 | :b | 21 | :split-2 | 0 | +| :g2 | :a | 14 | :split-2 | 0 | +| :g2 | :a | 10 | :split-2 | 0 | +| :g3 | :b | 23 | :split-2 | 0 | +| :g2 | :a | 19 | :split-2 | 0 | +| :g1 | :a | 15 | :split-2 | 0 | +| :g1 | :a | 1 | :split-2 | 0 | +| :g2 | :b | 20 | :split-3 | 0 | +| :g2 | :a | 5 | :split-3 | 0 | +| :g1 | :a | 3 | :split-3 | 0 | +| :g2 | :a | 7 | :split-4 | 0 | +| :g1 | :a | 16 | :split-4 | 0 | +| :g1 | :b | 22 | :split-4 | 0 | | :g1 | :b | 24 | :split-4 | 0 | -| :g1 | :a | 8 | :split-4 | 0 | -| :g1 | :a | 4 | :split-4 | 0 | -| :g2 | :a | 15 | :split-4 | 0 | -| :g3 | :a | 3 | :split-4 | 0 | -| :g3 | :a | 12 | :split-4 | 0 | -| :g3 | :b | 21 | :split-4 | 0 | -| :g2 | :b | 23 | :split-4 | 0 | +| :g1 | :a | 12 | :split-4 | 0 | +| :g3 | :a | 0 | :split-4 | 0 | +| :g2 | :a | 18 | :split-4 | 0 | +| :g2 | :a | 11 | :split-4 | 0 | you can use also proportions with custom names @@ -7855,31 +7855,31 @@ you can use also proportions with custom names | :group | :partition | :id | :\(split-name | :\)split-id | | | ------ | ---------- | --: | --------------------------- | -: | -| :g3 | :a | 14 | small | 0 | -| :g2 | :a | 15 | small | 0 | -| :g3 | :a | 12 | small | 0 | -| :g2 | :b | 22 | small | 0 | | :g1 | :b | 24 | small | 0 | -| :g3 | :a | 6 | smaller | 0 | -| :g3 | :a | 17 | smaller | 0 | -| :g1 | :a | 4 | smaller | 0 | -| :g1 | :a | 5 | big | 0 | -| :g1 | :a | 10 | big | 0 | -| :g1 | :a | 8 | big | 0 | -| :g3 | :a | 1 | big | 0 | -| :g1 | :a | 7 | big | 0 | -| :g3 | :a | 2 | big | 0 | -| :g1 | :a | 9 | big | 0 | -| :g2 | :b | 23 | big | 0 | +| :g2 | :a | 13 | small | 0 | +| :g2 | :a | 6 | small | 0 | +| :g3 | :b | 23 | small | 0 | +| :g1 | :a | 15 | small | 0 | +| :g2 | :b | 20 | smaller | 0 | +| :g3 | :a | 0 | smaller | 0 | +| :g2 | :a | 7 | smaller | 0 | +| :g3 | :a | 9 | big | 0 | +| :g1 | :b | 22 | big | 0 | +| :g2 | :a | 10 | big | 0 | +| :g2 | :a | 5 | big | 0 | | :g1 | :a | 16 | big | 0 | -| :g2 | :a | 18 | big | 0 | -| :g1 | :a | 13 | big | 0 | +| :g2 | :b | 21 | big | 0 | +| :g2 | :a | 11 | big | 0 | +| :g1 | :a | 1 | big | 0 | | :g2 | :a | 19 | big | 0 | -| :g1 | :a | 11 | big | 0 | -| :g3 | :a | 3 | the rest | 0 | -| :g3 | :a | 0 | the rest | 0 | -| :g2 | :b | 20 | the rest | 0 | -| :g3 | :b | 21 | the rest | 0 | +| :g3 | :a | 17 | big | 0 | +| :g2 | :a | 18 | big | 0 | +| :g3 | :a | 8 | big | 0 | +| :g1 | :a | 3 | big | 0 | +| :g1 | :a | 2 | the rest | 0 | +| :g1 | :a | 12 | the rest | 0 | +| :g3 | :a | 4 | the rest | 0 | +| :g2 | :a | 14 | the rest | 0 | #### Holdouts @@ -7934,36 +7934,36 @@ splits with ascending rows in train dataset. | :group | :partition | :id | :\(split-name | :\)split-id | | | ------ | ---------- | --: | --------------------------- | -: | -| :g3 | :a | 14 | :train | 0 | -| :g3 | :a | 12 | :train | 0 | -| :g2 | :b | 22 | :train | 0 | -| :g1 | :a | 7 | :train | 0 | -| :g1 | :a | 10 | :train | 0 | -| :g1 | :a | 11 | :train | 0 | -| :g1 | :a | 8 | :train | 0 | +| :g2 | :a | 13 | :train | 0 | +| :g1 | :a | 15 | :train | 0 | +| :g3 | :a | 4 | :train | 0 | +| :g1 | :a | 16 | :train | 0 | +| :g1 | :b | 22 | :train | 0 | | :g3 | :a | 0 | :train | 0 | -| :g2 | :a | 15 | :train | 0 | +| :g2 | :a | 18 | :train | 0 | +| :g2 | :a | 11 | :train | 0 | +| :g2 | :a | 6 | :train | 0 | +| :g3 | :b | 23 | :train | 0 | +| :g2 | :a | 7 | :train | 0 | +| :g2 | :a | 5 | :train | 0 | | :g2 | :a | 19 | :train | 0 | -| :g1 | :a | 9 | :train | 0 | -| :g1 | :a | 13 | :train | 0 | -| :g3 | :a | 1 | :train | 0 | -| :g3 | :a | 3 | :train | 0 | +| :g1 | :a | 12 | :train | 0 | | :g2 | :b | 20 | :train | 0 | -| :g2 | :a | 18 | :train | 0 | +| :g2 | :a | 10 | :train | 0 | +| :g1 | :a | 2 | :train | 0 | | :g1 | :b | 24 | :train | 0 | -| :g1 | :a | 16 | :train | 0 | -| :g1 | :a | 4 | :train | 0 | -| :g3 | :a | 2 | :train | 0 | +| :g2 | :a | 14 | :train | 0 | +| :g3 | :a | 9 | :train | 0 | +| :g3 | :a | 8 | :train | 0 | +| :g1 | :a | 3 | :train | 0 | | :g3 | :a | 17 | :train | 0 | -| :g3 | :a | 6 | :train | 0 | -| :g2 | :b | 23 | :train | 0 | -| :g3 | :b | 21 | :train | 0 | -| :g1 | :a | 5 | :test | 0 | -| :g1 | :a | 5 | :train | 1 | -| :g3 | :a | 12 | :train | 1 | -| :g2 | :b | 22 | :train | 1 | -| :g1 | :a | 7 | :train | 1 | -| :g1 | :a | 10 | :train | 1 | +| :g2 | :b | 21 | :train | 0 | +| :g1 | :a | 1 | :test | 0 | +| :g1 | :a | 1 | :train | 1 | +| :g1 | :a | 15 | :train | 1 | +| :g3 | :a | 4 | :train | 1 | +| :g1 | :a | 16 | :train | 1 | +| :g1 | :b | 22 | :train | 1 | ``` clojure (-> for-splitting @@ -7985,9 +7985,9 @@ splits with ascending rows in train dataset. | :group-id | :name | :data | | --------: | ----- | -------------------------------- | -| 0 | :g3 | Group: :g3, (splitted) \[10 5\]: | -| 1 | :g1 | Group: :g1, (splitted) \[12 5\]: | -| 2 | :g2 | Group: :g2, (splitted) \[9 5\]: | +| 0 | :g3 | Group: :g3, (splitted) \[7 5\]: | +| 1 | :g1 | Group: :g1, (splitted) \[10 5\]: | +| 2 | :g2 | Group: :g2, (splitted) \[14 5\]: | #### Split as a sequence @@ -8003,36 +8003,36 @@ To get a sequence of pairs, use `split->seq` function | :group | :partition | :id | | ------ | ---------- | --: | -| :g3 | :a | 17 | -| :g1 | :a | 8 | -| :g1 | :a | 7 | -| :g2 | :a | 15 | -| :g3 | :a | 0 | -| :g1 | :a | 5 | -| :g2 | :a | 18 | -| :g1 | :a | 10 | -| :g3 | :a | 12 | -| :g1 | :a | 11 | -| :g3 | :a | 3 | -| :g1 | :a | 9 | +| :g2 | :a | 6 | +| :g2 | :a | 10 | +| :g2 | :a | 5 | +| :g2 | :a | 11 | +| :g2 | :a | 14 | | :g1 | :a | 16 | -| :g1 | :a | 4 | -| :g1 | :a | 13 | -| :g3 | :a | 2 | -| :g2 | :b | 22 | -| :g3 | :b | 21 | +| :g3 | :a | 9 | +| :g2 | :a | 18 | +| :g3 | :a | 4 | +| :g1 | :a | 2 | +| :g1 | :a | 15 | +| :g1 | :a | 3 | +| :g3 | :a | 8 | +| :g2 | :a | 7 | +| :g3 | :a | 0 | +| :g1 | :a | 1 | | :g1 | :b | 24 | -| :g2 | :b | 23 | +| :g2 | :b | 21 | +| :g3 | :b | 23 | +| :g2 | :b | 20 | , :test Group: 0 \[5 3\]: | :group | :partition | :id | | ------ | ---------- | --: | -| :g3 | :a | 14 | | :g2 | :a | 19 | -| :g3 | :a | 1 | -| :g3 | :a | 6 | -| :g2 | :b | 20 | +| :g1 | :a | 12 | +| :g2 | :a | 13 | +| :g3 | :a | 17 | +| :g1 | :b | 22 | } @@ -8043,44 +8043,39 @@ To get a sequence of pairs, use `split->seq` function (first)) ``` -\[:g3 ({:train Group: 0 \[8 3\]: +\[:g3 ({:train Group: 0 \[5 3\]: | :group | :partition | :id | | ------ | ---------- | --: | -| :g3 | :a | 12 | -| :g3 | :a | 14 | -| :g3 | :a | 6 | -| :g3 | :a | 1 | +| :g3 | :a | 8 | | :g3 | :a | 0 | -| :g3 | :a | 2 | -| :g3 | :a | 2 | -| :g3 | :b | 21 | +| :g3 | :a | 4 | +| :g3 | :a | 8 | +| :g3 | :b | 23 | , :test Group: 0 \[2 3\]: | :group | :partition | :id | | ------ | ---------- | --: | | :g3 | :a | 17 | -| :g3 | :a | 3 | +| :g3 | :a | 9 | -} {:train Group: 1 \[8 3\]: +} {:train Group: 1 \[5 3\]: | :group | :partition | :id | | ------ | ---------- | --: | -| :g3 | :a | 1 | -| :g3 | :a | 2 | -| :g3 | :a | 12 | -| :g3 | :a | 17 | -| :g3 | :a | 0 | -| :g3 | :a | 3 | -| :g3 | :a | 6 | -| :g3 | :b | 21 | +| :g3 | :a | 8 | +| :g3 | :a | 9 | +| :g3 | :a | 8 | +| :g3 | :a | 4 | +| :g3 | :b | 23 | -, :test Group: 1 \[1 3\]: +, :test Group: 1 \[2 3\]: | :group | :partition | :id | | ------ | ---------- | --: | -| :g3 | :a | 14 | +| :g3 | :a | 0 | +| :g3 | :a | 17 | })\] @@ -8114,7 +8109,7 @@ To create composable function, call API function but defined in (pip/select-columns :type/numerical) ``` -\#function\[tablecloth.pipeline/select-columns/fn–33836\] +\#function\[tablecloth.pipeline/select-columns/fn–44245\] Calling such function on a dataset gives a requested result. @@ -8322,7 +8317,7 @@ stocks \_unnamed \[51 3\]: -| :summary | :year | :symbol | +| summary | :year | :symbol | | -----------: | ----: | ------- | | 21.74833333 | 2000 | AAPL | | 10.17583333 | 2001 | AAPL | @@ -8360,7 +8355,7 @@ stocks \_unnamed \[51 3\]: -| :summary | :symbol | :year | +| summary | :symbol | :year | | -----------: | ------- | ----: | | 29.67333333 | MSFT | 2000 | | 25.34750000 | MSFT | 2001 | @@ -9657,9 +9652,9 @@ Other filters | :V1 | :V2 | :V3 | :V4 | | --: | --: | --: | --- | -| 1 | 5 | 1.0 | B | +| 1 | 3 | 1.5 | C | +| 1 | 1 | 0.5 | A | | 2 | 2 | 1.0 | B | -| 2 | 6 | 1.5 | C | ``` clojure (tc/random DS (/ (tc/row-count DS) 2)) ;; fraction of random rows @@ -9669,11 +9664,11 @@ Other filters | :V1 | :V2 | :V3 | :V4 | | --: | --: | --: | --- | +| 2 | 6 | 1.5 | C | +| 2 | 8 | 1.0 | B | | 1 | 5 | 1.0 | B | -| 2 | 4 | 0.5 | A | -| 1 | 9 | 1.5 | C | | 1 | 3 | 1.5 | C | -| 1 | 1 | 0.5 | A | +| 2 | 4 | 0.5 | A | ``` clojure (tc/by-rank DS :V1 zero?) ;; take top n entries @@ -10224,9 +10219,9 @@ Summarise a subset of rows \_unnamed \[1 1\]: -| :summary | -| -------: | -| 3 | +| summary | +| ------: | +| 3 | ``` clojure (-> DS @@ -10595,10 +10590,10 @@ Using a condition in by \_unnamed \[2 2\]: -| :summary | :$group-name | -| -------: | ------------ | -| 6.0 | true | -| 15.0 | false | +| summary | :$group-name | +| ------: | ------------ | +| 6.0 | true | +| 15.0 | false | ----- @@ -10631,11 +10626,11 @@ Count number of observations for each group \_unnamed \[3 2\]: -| :summary | :$group-name | -| -------: | ------------ | -| 3 | A | -| 3 | B | -| 3 | C | +| summary | :$group-name | +| ------: | ------------ | +| 3 | A | +| 3 | B | +| 3 | C | ----- diff --git a/docs/index.pdf b/docs/index.pdf index 72c15aba144d27fae4a2e010523c05e4af9b6352..30613c554dd30bead05e32aa4a0743497f42bea2 100644 GIT binary patch delta 113549 zcmZU)Q*bT}4=r5Vwr$(Cc5U1CQ`@#}+je(t+jhJAzvugJ&dj;VugH+*o<{>Z;unsu&&n%|@gfH>{ykvkV0E7vU3w&=J^rq)U*SWQd-Vod! z&0sURohhIMsyiZtYw?pIP3jsvM-c5f$By0MWl}dK|KOx{m9krM0^*QnwRBjPm*M{5 zom(vD+f(u6yt417j=sa}!D*&_G$dxGv*1?yaM}`pp74ywwX~9j?;|6Ad(kx~y~~(e zCtG|qbh`w2ky%T-^u4Q-5ur$i+R-b2ExATKMTT=sXciq;})Rv&1Tmpk> 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(modify) column under `column-name`. - `column` can be sequence of values or generator function (which gets `ds` as input)." + `column` can be sequence of values or generator function (which gets `ds` as input). + + * `ds` - a dataset + * `column-name` - if it's existing column name, column will be replaced + * `column` - can be column (from other dataset), sequence, single value or function. Too big columns are always trimmed. Too small are cycled or extended with missing values (according to `size-strategy` argument) + * `size-strategy` (optional) - when new column is shorter than dataset row count, following strategies are applied: + - `:cycle` - repeat data + - `:na` - append missing values + - `:strict` - (default) throws an exception when sizes mismatch" ([ds column-name column] (add-column ds column-name column nil)) ([ds column-name column size-strategy] (let [process-fn (prepare-add-column-fn column-name column (or size-strategy :strict))] diff --git a/src/tablecloth/api/missing.clj b/src/tablecloth/api/missing.clj index 9af4999..11360b7 100644 --- a/src/tablecloth/api/missing.clj +++ b/src/tablecloth/api/missing.clj @@ -52,4 +52,3 @@ (process-group-data ds #(fill-range-replace % colname max-span missing-strategy missing-value)) (dm/fill-range-replace ds colname max-span missing-strategy missing-value)))) - diff --git a/test/tablecloth/api/aggregate_test.clj b/test/tablecloth/api/aggregate_test.clj index 35360f9..c04e52f 100644 --- a/test/tablecloth/api/aggregate_test.clj +++ b/test/tablecloth/api/aggregate_test.clj @@ -1,7 +1,7 @@ (ns tablecloth.api.aggregate-test (:require [tablecloth.api :as api] [tech.v3.datatype.functional :refer [sum]] - [midje.sweet :refer [facts fact =>]])) + [midje.sweet :refer [fact =>]])) (fact "aggregate keeps an order of columns" @@ -18,3 +18,12 @@ (api/dataset) (api/aggregate-columns [:a :b :c :d :e :f :g :h :i] sum) (api/column-names)) => '(:a :b :c :d :e :f :g :h :i)) + +(fact "aggregate default prefix changed to custom" + (-> (api/dataset {:l [:x :x :y :y :y] + :a [1 2 3 4 5] + :b [5 5 5 5 5]}) + (api/group-by :l) + (api/aggregate (fn [ds] {:sum-of-b (reduce + (ds :b))}) + {:default-column-name-prefix "xxx"}) + (api/column-names)) => '(:xxx-sum-of-b :$group-name))

  • :summarysummary :$group-name