Added unique&sample

2026-06-13 11:02:42 +10:00 · 2026-06-13 11:02:42 +10:00 · 5539bc9d79
parent e10e5da9f2
commit 5539bc9d79
30 changed files with 2737 additions and 884 deletions
--- a/Alteryx_TestWorkflows/FindReplaceTesting/FIndReplaceTesting.bak
+++ b/Alteryx_TestWorkflows/FindReplaceTesting/FIndReplaceTesting.bak
@ -0,0 +1,288 @@
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--- a/Alteryx_TestWorkflows/FindReplaceTesting/FIndReplaceTesting.yxmd
+++ b/Alteryx_TestWorkflows/FindReplaceTesting/FIndReplaceTesting.yxmd
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--- a/Alteryx_TestWorkflows/FindReplaceTesting/Output/FindAppend.csv
+++ b/Alteryx_TestWorkflows/FindReplaceTesting/Output/FindAppend.csv
@ -0,0 +1,9 @@
 Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price,New_Prod_Cat
 3,"Barrel O' Slime",Art & Crafts,$1.99,$3.99,Art & Crafts & Hobbies
 11,Etch A Sketch,Art & Crafts,$10.99,$20.99,Art & Crafts & Hobbies
 17,Kids Makeup Kit,Art & Crafts,$13.99,$19.99,Art & Crafts & Hobbies
 19,Magic Sand,Art & Crafts,$13.99,$15.99,Art & Crafts & Hobbies
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 26,PlayDoh Playset,Art & Crafts,$20.99,$24.99,Art & Crafts & Hobbies
 27,PlayDoh Toolkit,Art & Crafts,$3.99,$4.99,Art & Crafts & Hobbies
 28,Playfoam,Art & Crafts,$3.99,$10.99,Art & Crafts & Hobbies
--- a/Alteryx_TestWorkflows/FindReplaceTesting/Output/FindReplace.csv
+++ b/Alteryx_TestWorkflows/FindReplaceTesting/Output/FindReplace.csv
@ -0,0 +1,9 @@
 Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price
 3,"Barrel O' Slime",Art & Crafts & Hobbies,$1.99,$3.99
 11,Etch A Sketch,Art & Crafts & Hobbies,$10.99,$20.99
 17,Kids Makeup Kit,Art & Crafts & Hobbies,$13.99,$19.99
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 27,PlayDoh Toolkit,Art & Crafts & Hobbies,$3.99,$4.99
 28,Playfoam,Art & Crafts & Hobbies,$3.99,$10.99
--- a/Alteryx_TestWorkflows/FindReplaceTesting/Output/expected/FindAppend.csv
+++ b/Alteryx_TestWorkflows/FindReplaceTesting/Output/expected/FindAppend.csv
@ -0,0 +1,9 @@
 Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price,New_Prod_Cat
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 28,Playfoam,Art & Crafts,$3.99,$10.99,Art & Crafts & Hobbies
--- a/Alteryx_TestWorkflows/FindReplaceTesting/Output/expected/FindReplace.csv
+++ b/Alteryx_TestWorkflows/FindReplaceTesting/Output/expected/FindReplace.csv
@ -0,0 +1,9 @@
 Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price
 3,"Barrel O' Slime",Art & Crafts & Hobbies,$1.99,$3.99
 11,Etch A Sketch,Art & Crafts & Hobbies,$10.99,$20.99
 17,Kids Makeup Kit,Art & Crafts & Hobbies,$13.99,$19.99
 19,Magic Sand,Art & Crafts & Hobbies,$13.99,$15.99
 25,PlayDoh Can,Art & Crafts & Hobbies,$1.99,$2.99
 26,PlayDoh Playset,Art & Crafts & Hobbies,$20.99,$24.99
 27,PlayDoh Toolkit,Art & Crafts & Hobbies,$3.99,$4.99
 28,Playfoam,Art & Crafts & Hobbies,$3.99,$10.99
--- a/Alteryx_TestWorkflows/JoinTesting/Output/Join_out_J.csv
+++ b/Alteryx_TestWorkflows/JoinTesting/Output/Join_out_J.csv
--- a/Alteryx_TestWorkflows/JoinTesting/Output/Join_out_L.csv
+++ b/Alteryx_TestWorkflows/JoinTesting/Output/Join_out_L.csv
@ -1,165 +1,4 @@
 Store_ID,Product_ID,Stock_On_Hand
 15,31,4
 15,32,16
 15,33,8
 15,34,7
 16,31,14
 16,32,7
 16,33,6
 16,34,2
 16,35,6
 17,31,20
 17,32,15
 17,33,27
 17,34,11
 18,31,4
 18,32,9
 18,33,9
 18,34,8
 18,35,10
 19,31,4
 19,32,5
 19,33,0
 19,34,15
 19,35,14
 20,31,10
 20,32,9
 20,33,28
 20,34,19
 21,31,19
 21,32,3
 21,33,16
 21,34,16
 22,31,34
 22,32,38
 22,33,8
 22,34,6
 22,35,2
 23,31,19
 23,32,11
 23,33,6
 23,34,18
 23,35,4
 24,31,10
 24,32,10
 24,33,4
 24,34,17
 24,35,19
 25,31,0
 25,32,10
 25,33,4
 25,34,23
 26,31,4
 26,32,2
 26,33,2
 26,34,17
 26,35,8
 27,31,13
 27,32,6
 27,33,7
 27,34,9
 28,31,18
 28,32,3
 28,33,9
 28,34,19
 42,31,11
 42,32,4
 42,33,18
 42,34,34
 42,35,13
 43,31,18
 43,32,38
 43,33,5
 43,34,7
 44,31,8
 44,32,29
 44,33,0
 44,34,22
 45,31,6
 45,32,6
 45,33,7
 45,34,3
 46,31,13
 46,32,8
 46,33,11
 46,34,24
 47,31,48
 47,32,6
 47,33,13
 47,34,3
 48,31,41
 48,32,7
 48,33,0
 48,34,39
 48,35,3
 49,31,51
 49,32,11
 49,33,15
 49,34,2
 49,35,19
 50,31,18
 50,32,9
 50,33,1
 50,34,17
 50,35,8
 29,31,3
 29,32,7
 29,33,6
 29,34,16
 30,31,20
 30,32,13
 30,33,10
 30,34,18
 31,31,39
 31,32,12
 31,33,20
 31,34,20
 32,31,4
 32,32,8
 32,33,13
 32,34,20
 33,31,7
 33,32,15
 33,33,9
 33,34,14
 33,35,18
 34,31,30
 34,32,19
 34,33,9
 34,34,17
 34,35,20
 35,31,74
 35,32,20
 35,33,14
 35,34,9
 36,31,6
 36,32,7
 36,33,21
 36,34,2
 36,35,12
 37,31,14
 37,32,0
 37,33,10
 37,34,13
 37,35,14
 38,31,17
 38,32,20
 38,33,9
 38,34,18
 38,35,2
 39,31,15
 39,32,5
 39,33,14
 39,34,4
 40,31,5
 40,32,7
 40,33,16
 40,34,5
 41,31,18
 41,32,29
 41,33,13
 41,34,15
 41,35,10
 1,31,7
 1,32,4
 1,33,2
@ -224,3 +63,164 @@ Store_ID,Product_ID,Stock_On_Hand
 14,32,2
 14,33,2
 14,34,8
 29,31,3
 29,32,7
 29,33,6
 29,34,16
 30,31,20
 30,32,13
 30,33,10
 30,34,18
 31,31,39
 31,32,12
 31,33,20
 31,34,20
 32,31,4
 32,32,8
 32,33,13
 32,34,20
 33,31,7
 33,32,15
 33,33,9
 33,34,14
 33,35,18
 34,31,30
 34,32,19
 34,33,9
 34,34,17
 34,35,20
 35,31,74
 35,32,20
 35,33,14
 35,34,9
 36,31,6
 36,32,7
 36,33,21
 36,34,2
 36,35,12
 37,31,14
 37,32,0
 37,33,10
 37,34,13
 37,35,14
 38,31,17
 38,32,20
 38,33,9
 38,34,18
 38,35,2
 39,31,15
 39,32,5
 39,33,14
 39,34,4
 40,31,5
 40,32,7
 40,33,16
 40,34,5
 41,31,18
 41,32,29
 41,33,13
 41,34,15
 41,35,10
 42,31,11
 42,32,4
 42,33,18
 42,34,34
 42,35,13
 43,31,18
 43,32,38
 43,33,5
 43,34,7
 44,31,8
 44,32,29
 44,33,0
 44,34,22
 45,31,6
 45,32,6
 45,33,7
 45,34,3
 46,31,13
 46,32,8
 46,33,11
 46,34,24
 47,31,48
 47,32,6
 47,33,13
 47,34,3
 48,31,41
 48,32,7
 48,33,0
 48,34,39
 48,35,3
 49,31,51
 49,32,11
 49,33,15
 49,34,2
 49,35,19
 50,31,18
 50,32,9
 50,33,1
 50,34,17
 50,35,8
 15,31,4
 15,32,16
 15,33,8
 15,34,7
 16,31,14
 16,32,7
 16,33,6
 16,34,2
 16,35,6
 17,31,20
 17,32,15
 17,33,27
 17,34,11
 18,31,4
 18,32,9
 18,33,9
 18,34,8
 18,35,10
 19,31,4
 19,32,5
 19,33,0
 19,34,15
 19,35,14
 20,31,10
 20,32,9
 20,33,28
 20,34,19
 21,31,19
 21,32,3
 21,33,16
 21,34,16
 22,31,34
 22,32,38
 22,33,8
 22,34,6
 22,35,2
 23,31,19
 23,32,11
 23,33,6
 23,34,18
 23,35,4
 24,31,10
 24,32,10
 24,33,4
 24,34,17
 24,35,19
 25,31,0
 25,32,10
 25,33,4
 25,34,23
 26,31,4
 26,32,2
 26,33,2
 26,34,17
 26,35,8
 27,31,13
 27,32,6
 27,33,7
 27,34,9
 28,31,18
 28,32,3
 28,33,9
 28,34,19
--- a/Alteryx_TestWorkflows/JoinTesting/Output/Products_before_join.csv
+++ b/Alteryx_TestWorkflows/JoinTesting/Output/Products_before_join.csv
@ -1,7 +1,7 @@
 Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price
 1,Action Figure,Toys,$9.99,$15.99
 2,Animal Figures,Toys,$9.99,$12.99
-3,Barrel O' Slime,Art & Crafts,$1.99,$3.99
+3,"Barrel O' Slime",Art & Crafts,$1.99,$3.99
 4,Chutes & Ladders,Games,$9.99,$12.99
 5,Classic Dominoes,Games,$7.99,$9.99
 6,Colorbuds,Electronics,$6.99,$14.99
@ -28,5 +28,5 @@ Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price
 27,PlayDoh Toolkit,Art & Crafts,$3.99,$4.99
 28,Playfoam,Art & Crafts,$3.99,$10.99
 29,Plush Pony,Toys,$8.99,$19.99
-30,Rubik's Cube,Games,$17.99,$19.99
+30,"Rubik's Cube",Games,$17.99,$19.99
 100,Non-product,NoCat,$1,$1
--- a/Alteryx_TestWorkflows/TransformTesting/Output/expected/ProductMostExpensive.csv
+++ b/Alteryx_TestWorkflows/TransformTesting/Output/expected/ProductMostExpensive.csv
@ -1,6 +1,6 @@
 Product_Category,Last_Product_Cost,Last_Product_Name
 Art & Crafts,20.99,PlayDoh Playset
 Electronics,20.99,Toy Robot
-Games,17.99,Rubik's Cube
+Games,17.99,"Rubik's Cube"
 Sports & Outdoors,14.99,Nerf Gun
 Toys,34.99,Lego Bricks
--- a/Alteryx_TestWorkflows/Unique&Sample/Output/actual/DupeByProductCat.csv
+++ b/Alteryx_TestWorkflows/Unique&Sample/Output/actual/DupeByProductCat.csv
@ -0,0 +1,31 @@
 Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price
 11,Etch A Sketch,Art & Crafts,$10.99,$20.99
 17,Kids Makeup Kit,Art & Crafts,$13.99,$19.99
 19,Magic Sand,Art & Crafts,$13.99,$15.99
 25,PlayDoh Can,Art & Crafts,$1.99,$2.99
 26,PlayDoh Playset,Art & Crafts,$20.99,$24.99
 27,PlayDoh Toolkit,Art & Crafts,$3.99,$4.99
 28,Playfoam,Art & Crafts,$3.99,$10.99
 13,Gamer Headphones,Electronics,$14.99,$20.99
 34,Toy Robot,Electronics,$20.99,$25.99
 5,Classic Dominoes,Games,$7.99,$9.99
 8,Deck Of Cards,Games,$3.99,$6.99
 14,Glass Marbles,Games,$5.99,$10.99
 16,Jenga,Games,$2.99,$9.99
 22,Monopoly,Games,$13.99,$19.99
 30,"Rubik's Cube",Games,$17.99,$19.99
 35,Uno Card Game,Games,$3.99,$7.99
 12,Foam Disk Launcher,Sports & Outdoors,$8.99,$11.99
 20,Mini Basketball Hoop,Sports & Outdoors,$8.99,$24.99
 21,Mini Ping Pong Set,Sports & Outdoors,$6.99,$9.99
 24,Nerf Gun,Sports & Outdoors,$14.99,$19.99
 31,Splash Balls,Sports & Outdoors,$7.99,$8.99
 32,Supersoaker Water Gun,Sports & Outdoors,$11.99,$14.99
 2,Animal Figures,Toys,$9.99,$12.99
 9,Dino Egg,Toys,$9.99,$10.99
 10,Dinosaur Figures,Toys,$10.99,$14.99
 15,Hot Wheels 5-Pack,Toys,$3.99,$5.99
 18,Lego Bricks,Toys,$34.99,$39.99
 23,Mr. Potatohead,Toys,$4.99,$9.99
 29,Plush Pony,Toys,$8.99,$19.99
 33,Teddy Bear,Toys,$10.99,$12.99
--- a/Alteryx_TestWorkflows/Unique&Sample/Output/actual/DupeByProductCatandCost.csv
+++ b/Alteryx_TestWorkflows/Unique&Sample/Output/actual/DupeByProductCatandCost.csv
@ -0,0 +1,10 @@
 Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price
 25,PlayDoh Can,Art & Crafts,$1.99,$2.99
 19,Magic Sand,Art & Crafts,$13.99,$15.99
 28,Playfoam,Art & Crafts,$3.99,$10.99
 35,Uno Card Game,Games,$3.99,$7.99
 32,Supersoaker Water Gun,Sports & Outdoors,$11.99,$14.99
 20,Mini Basketball Hoop,Sports & Outdoors,$8.99,$24.99
 33,Teddy Bear,Toys,$10.99,$12.99
 2,Animal Figures,Toys,$9.99,$12.99
 9,Dino Egg,Toys,$9.99,$10.99
--- a/Alteryx_TestWorkflows/Unique&Sample/Output/actual/ProductsFirst5.csv
+++ b/Alteryx_TestWorkflows/Unique&Sample/Output/actual/ProductsFirst5.csv
@ -0,0 +1,6 @@
 Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price
 1,Action Figure,Toys,$9.99,$15.99
 2,Animal Figures,Toys,$9.99,$12.99
 3,"Barrel O' Slime",Art & Crafts,$1.99,$3.99
 4,Chutes & Ladders,Games,$9.99,$12.99
 5,Classic Dominoes,Games,$7.99,$9.99
--- a/Alteryx_TestWorkflows/Unique&Sample/Output/actual/ProductsLast5.csv
+++ b/Alteryx_TestWorkflows/Unique&Sample/Output/actual/ProductsLast5.csv
@ -0,0 +1,6 @@
 Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price
 31,Splash Balls,Sports & Outdoors,$7.99,$8.99
 32,Supersoaker Water Gun,Sports & Outdoors,$11.99,$14.99
 33,Teddy Bear,Toys,$10.99,$12.99
 34,Toy Robot,Electronics,$20.99,$25.99
 35,Uno Card Game,Games,$3.99,$7.99
--- a/Alteryx_TestWorkflows/Unique&Sample/Output/actual/ProductsSkipFirst25.csv
+++ b/Alteryx_TestWorkflows/Unique&Sample/Output/actual/ProductsSkipFirst25.csv
@ -0,0 +1,11 @@
 Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price
 26,PlayDoh Playset,Art & Crafts,$20.99,$24.99
 27,PlayDoh Toolkit,Art & Crafts,$3.99,$4.99
 28,Playfoam,Art & Crafts,$3.99,$10.99
 29,Plush Pony,Toys,$8.99,$19.99
 30,"Rubik's Cube",Games,$17.99,$19.99
 31,Splash Balls,Sports & Outdoors,$7.99,$8.99
 32,Supersoaker Water Gun,Sports & Outdoors,$11.99,$14.99
 33,Teddy Bear,Toys,$10.99,$12.99
 34,Toy Robot,Electronics,$20.99,$25.99
 35,Uno Card Game,Games,$3.99,$7.99
--- a/Alteryx_TestWorkflows/Unique&Sample/Output/actual/UniqueByProductCat.csv
+++ b/Alteryx_TestWorkflows/Unique&Sample/Output/actual/UniqueByProductCat.csv
@ -0,0 +1,6 @@
 Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price
 3,"Barrel O' Slime",Art & Crafts,$1.99,$3.99
 6,Colorbuds,Electronics,$6.99,$14.99
 4,Chutes & Ladders,Games,$9.99,$12.99
 7,Dart Gun,Sports & Outdoors,$11.99,$15.99
 1,Action Figure,Toys,$9.99,$15.99
--- a/Alteryx_TestWorkflows/Unique&Sample/Output/actual/UniqueByProductCatandCost.csv
+++ b/Alteryx_TestWorkflows/Unique&Sample/Output/actual/UniqueByProductCatandCost.csv
@ -0,0 +1,27 @@
 Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price
 3,"Barrel O' Slime",Art & Crafts,$1.99,$3.99
 11,Etch A Sketch,Art & Crafts,$10.99,$20.99
 17,Kids Makeup Kit,Art & Crafts,$13.99,$19.99
 26,PlayDoh Playset,Art & Crafts,$20.99,$24.99
 27,PlayDoh Toolkit,Art & Crafts,$3.99,$4.99
 13,Gamer Headphones,Electronics,$14.99,$20.99
 34,Toy Robot,Electronics,$20.99,$25.99
 6,Colorbuds,Electronics,$6.99,$14.99
 22,Monopoly,Games,$13.99,$19.99
 30,"Rubik's Cube",Games,$17.99,$19.99
 16,Jenga,Games,$2.99,$9.99
 8,Deck Of Cards,Games,$3.99,$6.99
 14,Glass Marbles,Games,$5.99,$10.99
 5,Classic Dominoes,Games,$7.99,$9.99
 4,Chutes & Ladders,Games,$9.99,$12.99
 7,Dart Gun,Sports & Outdoors,$11.99,$15.99
 24,Nerf Gun,Sports & Outdoors,$14.99,$19.99
 21,Mini Ping Pong Set,Sports & Outdoors,$6.99,$9.99
 31,Splash Balls,Sports & Outdoors,$7.99,$8.99
 12,Foam Disk Launcher,Sports & Outdoors,$8.99,$11.99
 10,Dinosaur Figures,Toys,$10.99,$14.99
 15,Hot Wheels 5-Pack,Toys,$3.99,$5.99
 18,Lego Bricks,Toys,$34.99,$39.99
 23,Mr. Potatohead,Toys,$4.99,$9.99
 29,Plush Pony,Toys,$8.99,$19.99
 1,Action Figure,Toys,$9.99,$15.99
--- a/Alteryx_TestWorkflows/Unique&Sample/Output/expected/DupeByProductCat.csv
+++ b/Alteryx_TestWorkflows/Unique&Sample/Output/expected/DupeByProductCat.csv
@ -0,0 +1,31 @@
 Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price
 11,Etch A Sketch,Art & Crafts,$10.99,$20.99
 17,Kids Makeup Kit,Art & Crafts,$13.99,$19.99
 19,Magic Sand,Art & Crafts,$13.99,$15.99
 25,PlayDoh Can,Art & Crafts,$1.99,$2.99
 26,PlayDoh Playset,Art & Crafts,$20.99,$24.99
 27,PlayDoh Toolkit,Art & Crafts,$3.99,$4.99
 28,Playfoam,Art & Crafts,$3.99,$10.99
 13,Gamer Headphones,Electronics,$14.99,$20.99
 34,Toy Robot,Electronics,$20.99,$25.99
 5,Classic Dominoes,Games,$7.99,$9.99
 8,Deck Of Cards,Games,$3.99,$6.99
 14,Glass Marbles,Games,$5.99,$10.99
 16,Jenga,Games,$2.99,$9.99
 22,Monopoly,Games,$13.99,$19.99
 30,"Rubik's Cube",Games,$17.99,$19.99
 35,Uno Card Game,Games,$3.99,$7.99
 12,Foam Disk Launcher,Sports & Outdoors,$8.99,$11.99
 20,Mini Basketball Hoop,Sports & Outdoors,$8.99,$24.99
 21,Mini Ping Pong Set,Sports & Outdoors,$6.99,$9.99
 24,Nerf Gun,Sports & Outdoors,$14.99,$19.99
 31,Splash Balls,Sports & Outdoors,$7.99,$8.99
 32,Supersoaker Water Gun,Sports & Outdoors,$11.99,$14.99
 2,Animal Figures,Toys,$9.99,$12.99
 9,Dino Egg,Toys,$9.99,$10.99
 10,Dinosaur Figures,Toys,$10.99,$14.99
 15,Hot Wheels 5-Pack,Toys,$3.99,$5.99
 18,Lego Bricks,Toys,$34.99,$39.99
 23,Mr. Potatohead,Toys,$4.99,$9.99
 29,Plush Pony,Toys,$8.99,$19.99
 33,Teddy Bear,Toys,$10.99,$12.99
--- a/Alteryx_TestWorkflows/Unique&Sample/Output/expected/DupeByProductCatandCost.csv
+++ b/Alteryx_TestWorkflows/Unique&Sample/Output/expected/DupeByProductCatandCost.csv
@ -0,0 +1,10 @@
 Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price
 25,PlayDoh Can,Art & Crafts,$1.99,$2.99
 19,Magic Sand,Art & Crafts,$13.99,$15.99
 28,Playfoam,Art & Crafts,$3.99,$10.99
 35,Uno Card Game,Games,$3.99,$7.99
 32,Supersoaker Water Gun,Sports & Outdoors,$11.99,$14.99
 20,Mini Basketball Hoop,Sports & Outdoors,$8.99,$24.99
 33,Teddy Bear,Toys,$10.99,$12.99
 2,Animal Figures,Toys,$9.99,$12.99
 9,Dino Egg,Toys,$9.99,$10.99
--- a/Alteryx_TestWorkflows/Unique&Sample/Output/expected/ProductsFirst5.csv
+++ b/Alteryx_TestWorkflows/Unique&Sample/Output/expected/ProductsFirst5.csv
@ -0,0 +1,6 @@
 Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price
 1,Action Figure,Toys,$9.99,$15.99
 2,Animal Figures,Toys,$9.99,$12.99
 3,"Barrel O' Slime",Art & Crafts,$1.99,$3.99
 4,Chutes & Ladders,Games,$9.99,$12.99
 5,Classic Dominoes,Games,$7.99,$9.99
--- a/Alteryx_TestWorkflows/Unique&Sample/Output/expected/ProductsLast5.csv
+++ b/Alteryx_TestWorkflows/Unique&Sample/Output/expected/ProductsLast5.csv
@ -0,0 +1,6 @@
 Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price
 31,Splash Balls,Sports & Outdoors,$7.99,$8.99
 32,Supersoaker Water Gun,Sports & Outdoors,$11.99,$14.99
 33,Teddy Bear,Toys,$10.99,$12.99
 34,Toy Robot,Electronics,$20.99,$25.99
 35,Uno Card Game,Games,$3.99,$7.99
--- a/Alteryx_TestWorkflows/Unique&Sample/Output/expected/ProductsSkipFirst25.csv
+++ b/Alteryx_TestWorkflows/Unique&Sample/Output/expected/ProductsSkipFirst25.csv
@ -0,0 +1,11 @@
 Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price
 26,PlayDoh Playset,Art & Crafts,$20.99,$24.99
 27,PlayDoh Toolkit,Art & Crafts,$3.99,$4.99
 28,Playfoam,Art & Crafts,$3.99,$10.99
 29,Plush Pony,Toys,$8.99,$19.99
 30,"Rubik's Cube",Games,$17.99,$19.99
 31,Splash Balls,Sports & Outdoors,$7.99,$8.99
 32,Supersoaker Water Gun,Sports & Outdoors,$11.99,$14.99
 33,Teddy Bear,Toys,$10.99,$12.99
 34,Toy Robot,Electronics,$20.99,$25.99
 35,Uno Card Game,Games,$3.99,$7.99
--- a/Alteryx_TestWorkflows/Unique&Sample/Output/expected/UniqueByProductCat.csv
+++ b/Alteryx_TestWorkflows/Unique&Sample/Output/expected/UniqueByProductCat.csv
@ -0,0 +1,6 @@
 Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price
 3,"Barrel O' Slime",Art & Crafts,$1.99,$3.99
 6,Colorbuds,Electronics,$6.99,$14.99
 4,Chutes & Ladders,Games,$9.99,$12.99
 7,Dart Gun,Sports & Outdoors,$11.99,$15.99
 1,Action Figure,Toys,$9.99,$15.99
--- a/Alteryx_TestWorkflows/Unique&Sample/Output/expected/UniqueByProductCatandCost.csv
+++ b/Alteryx_TestWorkflows/Unique&Sample/Output/expected/UniqueByProductCatandCost.csv
@ -0,0 +1,27 @@
 Product_ID,Product_Name,Product_Category,Product_Cost,Product_Price
 3,"Barrel O' Slime",Art & Crafts,$1.99,$3.99
 11,Etch A Sketch,Art & Crafts,$10.99,$20.99
 17,Kids Makeup Kit,Art & Crafts,$13.99,$19.99
 26,PlayDoh Playset,Art & Crafts,$20.99,$24.99
 27,PlayDoh Toolkit,Art & Crafts,$3.99,$4.99
 13,Gamer Headphones,Electronics,$14.99,$20.99
 34,Toy Robot,Electronics,$20.99,$25.99
 6,Colorbuds,Electronics,$6.99,$14.99
 22,Monopoly,Games,$13.99,$19.99
 30,"Rubik's Cube",Games,$17.99,$19.99
 16,Jenga,Games,$2.99,$9.99
 8,Deck Of Cards,Games,$3.99,$6.99
 14,Glass Marbles,Games,$5.99,$10.99
 5,Classic Dominoes,Games,$7.99,$9.99
 4,Chutes & Ladders,Games,$9.99,$12.99
 7,Dart Gun,Sports & Outdoors,$11.99,$15.99
 24,Nerf Gun,Sports & Outdoors,$14.99,$19.99
 21,Mini Ping Pong Set,Sports & Outdoors,$6.99,$9.99
 31,Splash Balls,Sports & Outdoors,$7.99,$8.99
 12,Foam Disk Launcher,Sports & Outdoors,$8.99,$11.99
 10,Dinosaur Figures,Toys,$10.99,$14.99
 15,Hot Wheels 5-Pack,Toys,$3.99,$5.99
 18,Lego Bricks,Toys,$34.99,$39.99
 23,Mr. Potatohead,Toys,$4.99,$9.99
 29,Plush Pony,Toys,$8.99,$19.99
 1,Action Figure,Toys,$9.99,$15.99
--- a/Alteryx_TestWorkflows/Unique&Sample/Unique&Sample.bak
+++ b/Alteryx_TestWorkflows/Unique&Sample/Unique&Sample.bak
@ -0,0 +1,439 @@
 <?xml version="1.0"?>
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          <Left value="False" />
        </Annotation>
        <Dependencies>
          <Implicit />
        </Dependencies>
      </Properties>
      <EngineSettings EngineDll="AlteryxBasePluginsEngine.dll" EngineDllEntryPoint="AlteryxDbFileOutput" />
    </Node>
    <Node ToolID="11">
      <GuiSettings Plugin="AlteryxBasePluginsGui.DbFileOutput.DbFileOutput">
        <Position x="450" y="570" />
      </GuiSettings>
      <Properties>
        <Configuration>
          <File MaxRecords="" FileFormat="0">.\Output\expected\ProductsFirst5.csv</File>
          <Passwords />
          <Disable>False</Disable>
          <FormatSpecificOptions>
            <LineEndStyle>CRLF</LineEndStyle>
            <Delimeter>,</Delimeter>
            <ForceQuotes>False</ForceQuotes>
            <HeaderRow>True</HeaderRow>
            <CodePage>28591</CodePage>
            <WriteBOM>True</WriteBOM>
          </FormatSpecificOptions>
          <MultiFile value="False" />
        </Configuration>
        <Annotation DisplayMode="0">
          <Name />
          <DefaultAnnotationText>ProductsFirst5.csv</DefaultAnnotationText>
          <Left value="False" />
        </Annotation>
        <Dependencies>
          <Implicit />
        </Dependencies>
      </Properties>
      <EngineSettings EngineDll="AlteryxBasePluginsEngine.dll" EngineDllEntryPoint="AlteryxDbFileOutput" />
    </Node>
    <Node ToolID="12">
      <GuiSettings Plugin="AlteryxBasePluginsGui.DbFileOutput.DbFileOutput">
        <Position x="450" y="678" />
      </GuiSettings>
      <Properties>
        <Configuration>
          <File MaxRecords="" FileFormat="0">.\Output\expected\ProductsLast5.csv</File>
          <Passwords />
          <Disable>False</Disable>
          <FormatSpecificOptions>
            <LineEndStyle>CRLF</LineEndStyle>
            <Delimeter>,</Delimeter>
            <ForceQuotes>False</ForceQuotes>
            <HeaderRow>True</HeaderRow>
            <CodePage>28591</CodePage>
            <WriteBOM>True</WriteBOM>
          </FormatSpecificOptions>
          <MultiFile value="False" />
        </Configuration>
        <Annotation DisplayMode="0">
          <Name />
          <DefaultAnnotationText>ProductsLast5.csv</DefaultAnnotationText>
          <Left value="False" />
        </Annotation>
        <Dependencies>
          <Implicit />
        </Dependencies>
      </Properties>
      <EngineSettings EngineDll="AlteryxBasePluginsEngine.dll" EngineDllEntryPoint="AlteryxDbFileOutput" />
    </Node>
    <Node ToolID="13">
      <GuiSettings Plugin="AlteryxBasePluginsGui.DbFileOutput.DbFileOutput">
        <Position x="450" y="786" />
      </GuiSettings>
      <Properties>
        <Configuration>
          <File MaxRecords="" FileFormat="0">.\Output\expected\ProductsSkipFirst25.csv</File>
          <Passwords />
          <Disable>False</Disable>
          <FormatSpecificOptions>
            <LineEndStyle>CRLF</LineEndStyle>
            <Delimeter>,</Delimeter>
            <ForceQuotes>False</ForceQuotes>
            <HeaderRow>True</HeaderRow>
            <CodePage>28591</CodePage>
            <WriteBOM>True</WriteBOM>
          </FormatSpecificOptions>
          <MultiFile value="False" />
        </Configuration>
        <Annotation DisplayMode="0">
          <Name />
          <DefaultAnnotationText>ProductsSkipFirst25.csv</DefaultAnnotationText>
          <Left value="False" />
        </Annotation>
        <Dependencies>
          <Implicit />
        </Dependencies>
      </Properties>
      <EngineSettings EngineDll="AlteryxBasePluginsEngine.dll" EngineDllEntryPoint="AlteryxDbFileOutput" />
    </Node>
  </Nodes>
  <Connections>
    <Connection>
      <Origin ToolID="1" Connection="Output" />
      <Destination ToolID="2" Connection="Input" />
    </Connection>
    <Connection>
      <Origin ToolID="1" Connection="Output" />
      <Destination ToolID="3" Connection="Input" />
    </Connection>
    <Connection>
      <Origin ToolID="1" Connection="Output" />
      <Destination ToolID="4" Connection="Input" />
    </Connection>
    <Connection>
      <Origin ToolID="1" Connection="Output" />
      <Destination ToolID="5" Connection="Input" />
    </Connection>
    <Connection>
      <Origin ToolID="1" Connection="Output" />
      <Destination ToolID="6" Connection="Input" />
    </Connection>
    <Connection>
      <Origin ToolID="2" Connection="Unique" />
      <Destination ToolID="7" Connection="Input" />
    </Connection>
    <Connection>
      <Origin ToolID="2" Connection="Duplicates" />
      <Destination ToolID="8" Connection="Input" />
    </Connection>
    <Connection>
      <Origin ToolID="3" Connection="Unique" />
      <Destination ToolID="9" Connection="Input" />
    </Connection>
    <Connection>
      <Origin ToolID="3" Connection="Duplicates" />
      <Destination ToolID="10" Connection="Input" />
    </Connection>
    <Connection>
      <Origin ToolID="4" Connection="Output" />
      <Destination ToolID="11" Connection="Input" />
    </Connection>
    <Connection>
      <Origin ToolID="5" Connection="Output" />
      <Destination ToolID="12" Connection="Input" />
    </Connection>
    <Connection>
      <Origin ToolID="6" Connection="Output" />
      <Destination ToolID="13" Connection="Input" />
    </Connection>
  </Connections>
  <Properties>
    <Memory default="True" />
    <GlobalRecordLimit value="0" />
    <TempFiles default="True" />
    <Annotation on="True" includeToolName="False" />
    <ConvErrorLimit value="10" />
    <ConvErrorLimit_Stop value="False" />
    <CancelOnError value="False" />
    <DisableBrowse value="False" />
    <EnablePerformanceProfiling value="False" />
    <RunWithE2 value="True" />
    <PredictiveToolsCodePage value="1252" />
    <DisableAllOutput value="False" />
    <ShowAllMacroMessages value="False" />
    <ShowConnectionStatusIsOn value="True" />
    <ShowConnectionStatusOnlyWhenRunning value="True" />
    <ZoomLevel value="0" />
    <LayoutType>Horizontal</LayoutType>
    <MetaInfo>
      <NameIsFileName value="True" />
      <Name>Unique&amp;Sample</Name>
      <Description />
      <RootToolName />
      <ToolVersion />
      <ToolInDb value="False" />
      <CategoryName />
      <SearchTags />
      <Author />
      <Company />
      <Copyright />
      <DescriptionLink actual="" displayed="" />
      <Example>
        <Description />
        <File />
      </Example>
      <WorkflowId value="5f6574f2-33dc-4332-859c-8822ddf7eda2" />
      <Telemetry>
        <PreviousWorkflowId value="dab73b8e-2c9a-4fbc-865d-a67630a34d04" />
        <OriginWorkflowId value="dab73b8e-2c9a-4fbc-865d-a67630a34d04" />
      </Telemetry>
    </MetaInfo>
    <Events>
      <Enabled value="True" />
    </Events>
  </Properties>
 </AlteryxDocument>
--- a/alteryx_runner/tools/inout/output_data.py
+++ b/alteryx_runner/tools/inout/output_data.py
@ -1,4 +1,6 @@
 from __future__ import annotations
 import csv
 import io
 from pathlib import Path
 from typing import Dict
 import xml.etree.ElementTree as ET
@ -76,8 +78,8 @@ class OutputDataTool(BaseTool):
            header = header_val.lower() != "false"
            line_end = (opts.findtext("LineEndStyle") or "LF").strip().upper()
            eol = "\r\n" if line_end == "CRLF" else "\n"
-            df.write_csv(str(path), separator=delim, include_header=header,
+            force_quotes = (opts.findtext("ForceQuotes") or "False").lower() == "true"
-                         line_terminator=eol)
+            self._write_csv_alteryx(df, path, delim, header, eol, force_quotes)
        elif fmt == 25:     # Excel
            df.write_excel(str(path))
        elif fmt == 2:      # Parquet
@ -89,3 +91,40 @@ class OutputDataTool(BaseTool):
                print(f"[Output] YXDB write not supported; wrote Parquet to {fallback}")
        else:
            df.write_csv(str(path))
    @staticmethod
    def _write_csv_alteryx(
        df: pl.DataFrame,
        path: Path,
        delim: str,
        header: bool,
        eol: str,
        force_quotes: bool,
    ) -> None:
        """Write CSV matching Alteryx quoting behaviour.
        Alteryx quotes a field when it contains the delimiter, a newline,
        a double-quote, or a single-quote (apostrophe).  We replicate that
        by using Python's csv module with a custom quoting function.
        """
        # Characters that trigger quoting (beyond csv.QUOTE_MINIMAL's default set)
        _needs_quote_chars = frozenset({delim, '"', "'", '\n', '\r'})
        def _needs_quoting(val: str) -> bool:
            return force_quotes or any(c in _needs_quote_chars for c in val)
        with open(path, "w", newline="", encoding="utf-8") as f:
            if header:
                f.write(delim.join(df.columns) + eol)
            for row in df.iter_rows():
                parts: list[str] = []
                for val in row:
                    if val is None:
                        parts.append("")
                    else:
                        s = str(val)
                        if _needs_quoting(s):
                            # Escape embedded double-quotes by doubling them
                            s = '"' + s.replace('"', '""') + '"'
                        parts.append(s)
                f.write(delim.join(parts) + eol)
--- a/alteryx_runner/tools/join/find_replace.py
+++ b/alteryx_runner/tools/join/find_replace.py
@ -5,37 +5,163 @@ from tools.base import BaseTool
 class FindReplaceTool(BaseTool):
-    """Look up values in a Find/Replace table and replace matching fields."""
+    """Look up values in a Find/Replace table and replace or append matching fields.
    Alteryx FindReplace connections:
      - "Targets" (dest anchor) = the data to search in
      - "Source"  (dest anchor) = the find/replace lookup table
    Key XML config elements:
      - FieldSearch       : field in Target data to search
      - FieldFind         : field in Source data with the find values
      - ReplaceFoundField : field in Source data with the replacement values
      - ReplaceMode       : "Replace" (overwrite searched field) or "Append" (add new columns)
      - ReplaceAppendFields: which fields from Source to append (Append mode)
      - FindMode          : "FindAny" (substring), "FindAll" (all occurrences)
      - NoCase             : case-insensitive matching
      - MatchWholeWord     : whole-word matching
    """
    def execute(self, inputs: Dict[str, pl.DataFrame]) -> Dict[str, pl.DataFrame]:
-        target = inputs.get("Target", inputs.get("Input", pl.DataFrame()))
+        # Targets = the data being searched; Source = the lookup table
-        find_df = inputs.get("Find", inputs.get("Replace", pl.DataFrame()))
+        target = inputs.get("Targets", inputs.get("Target", inputs.get("Input", pl.DataFrame())))
        source = inputs.get("Source", inputs.get("Find", inputs.get("Replace", pl.DataFrame())))
-        if target.is_empty() or find_df.is_empty() or self.config is None:
+        if target.is_empty() or source.is_empty() or self.config is None:
            return {"Output": target}
-        field = self._cfg("Field", "") or ""
+        # Read config (support both old and new XML element names)
-        find_field = self._cfg("FindField", "") or ""
+        search_field = self._cfg("FieldSearch", "") or self._cfg("Field", "") or ""
-        replace_field = self._cfg("ReplaceField", "") or ""
+        find_field = self._cfg("FieldFind", "") or self._cfg("FindField", "") or ""
-        whole_word = (self._cfg("WholeWord", "False") or "False").lower() == "true"
+        replace_field = self._cfg("ReplaceFoundField", "") or self._cfg("ReplaceField", "") or ""
        replace_mode = (self._cfg("ReplaceMode", "Replace") or "Replace").strip()
        no_case = (self._cfg_attr("NoCase", "value", "False") or "False").lower() == "true"
        whole_word = (self._cfg_attr("MatchWholeWord", "value", "False") or "False").lower() == "true"
-        if not (field and find_field and replace_field):
+        if not (search_field and find_field and replace_field):
            return {"Output": target}
-        find_values = find_df[find_field].cast(pl.String).to_list()
+        # Build the lookup mapping: find_value → replace_value
-        replace_values = find_df[replace_field].cast(pl.String).to_list()
+        find_values = source[find_field].cast(pl.String).to_list()
        replace_values = source[replace_field].cast(pl.String).to_list()
        lookup = dict(zip(find_values, replace_values))
        if replace_mode == "Append":
            return self._do_append(target, source, search_field, find_field,
                                   replace_field, lookup, no_case, whole_word)
        else:
            return self._do_replace(target, search_field, lookup, no_case, whole_word)
    def _do_replace(
        self,
        target: pl.DataFrame,
        search_field: str,
        lookup: dict,
        no_case: bool,
        whole_word: bool,
    ) -> Dict[str, pl.DataFrame]:
        """Replace mode: overwrite the searched field in-place with replacement values."""
        def _replace_fn(val: str | None) -> str | None:
            if val is None:
                return None
            for find, rep in lookup.items():
                if whole_word:
                    import re
-                    val = re.sub(r"\b" + re.escape(find) + r"\b", rep, val)
+                    flags = re.IGNORECASE if no_case else 0
                    val = re.sub(r"\b" + re.escape(find) + r"\b", rep, val, flags=flags)
                elif no_case:
                    # Case-insensitive substring replace
                    import re
                    val = re.sub(re.escape(find), rep, val, flags=re.IGNORECASE)
                else:
                    val = val.replace(find, rep)
            return val
-        series = target[field].cast(pl.String).map_elements(_replace_fn, return_dtype=pl.String)
+        series = target[search_field].cast(pl.String).map_elements(_replace_fn, return_dtype=pl.String)
-        return {"Output": target.with_columns(series.alias(field))}
+        return {"Output": target.with_columns(series.alias(search_field))}
    def _do_append(
        self,
        target: pl.DataFrame,
        source: pl.DataFrame,
        search_field: str,
        find_field: str,
        replace_field: str,
        lookup: dict,
        no_case: bool,
        whole_word: bool,
    ) -> Dict[str, pl.DataFrame]:
        """Append mode: keep the original target field unchanged;
        add columns from the Source table for matching rows."""
        # Determine which fields from Source to append
        append_fields: list[str] = []
        append_el = self.config.find("ReplaceAppendFields") if self.config is not None else None
        if append_el is not None:
            for field_el in append_el.findall("Field"):
                fname = field_el.attrib.get("field", "")
                if fname:
                    append_fields.append(fname)
        # Default: if no explicit append fields, append the replace field
        if not append_fields:
            append_fields = [replace_field]
        def _match_fn(val: str | None) -> str | None:
            """Return the replacement value if the find pattern matches, else None."""
            if val is None:
                return None
            for find, rep in lookup.items():
                if whole_word:
                    import re
                    flags = re.IGNORECASE if no_case else 0
                    if re.search(r"\b" + re.escape(find) + r"\b", val, flags=flags):
                        return rep
                elif no_case:
                    if find.lower() in val.lower():
                        return rep
                else:
                    if find in val:
                        return rep
            return None
        # For each append field, compute the matched value
        result = target
        for af in append_fields:
            if af == replace_field:
                # The replacement value from the lookup
                matched = target[search_field].cast(pl.String).map_elements(
                    _match_fn, return_dtype=pl.String
                )
                result = result.with_columns(matched.alias(af))
            elif af in source.columns:
                # For other Source columns, do a similar lookup
                af_lookup = dict(zip(
                    source[find_field].cast(pl.String).to_list(),
                    source[af].cast(pl.String).to_list(),
                ))
                def _af_match(val: str | None, _lookup=af_lookup) -> str | None:
                    if val is None:
                        return None
                    for find, rep in _lookup.items():
                        if whole_word:
                            import re
                            flags = re.IGNORECASE if no_case else 0
                            if re.search(r"\b" + re.escape(find) + r"\b", val, flags=flags):
                                return rep
                        elif no_case:
                            if find.lower() in val.lower():
                                return rep
                        else:
                            if find in val:
                                return rep
                    return None
                matched = target[search_field].cast(pl.String).map_elements(
                    _af_match, return_dtype=pl.String
                )
                result = result.with_columns(matched.alias(af))
        return {"Output": result}
--- a/alteryx_runner/tools/preparation/sample_tool.py
+++ b/alteryx_runner/tools/preparation/sample_tool.py
@ -32,6 +32,8 @@ class SampleTool(BaseTool):
            return df.head(n)
        if mode == "Last":
            return df.tail(n)
        if mode == "Skip":
            return df.slice(n, len(df) - n) if n < len(df) else pl.DataFrame(schema=df.schema)
        if mode == "Sample":
            if n <= 0:
                return df
--- a/alteryx_runner/tools/preparation/unique_tool.py
+++ b/alteryx_runner/tools/preparation/unique_tool.py
@ -11,9 +11,9 @@ class UniqueTool(BaseTool):
            return {"Unique": df, "Duplicate": pl.DataFrame()}
        key_fields = [
-            f.attrib["name"]
+            f.attrib["field"]
            for f in self.config.findall("UniqueFields/Field")
-            if f.attrib["name"] in df.columns
+            if f.attrib.get("field", "") in df.columns
        ]
        if not key_fields:
            key_fields = df.columns
@ -29,9 +29,11 @@ class UniqueTool(BaseTool):
        unique_df = (
            df.filter(pl.col("__row_idx__").is_in(first_idx_list))
            .drop("__row_idx__")
            .sort(key_fields)
        )
        dup_df = (
            df.filter(~pl.col("__row_idx__").is_in(first_idx_list))
            .drop("__row_idx__")
            .sort(key_fields)
        )
-        return {"Unique": unique_df, "Duplicate": dup_df}
+        return {"Unique": unique_df, "Duplicates": dup_df}