commit 7d48643a169e61b8dfebbc3540741c1638d789fc
Author: Ryan Timpe <ryan.timpe@gmail.com>
Date:   Sat Apr 21 15:26:32 2018 -0400

    Initial commit

diff --git a/.gitignore b/.gitignore
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--- /dev/null
+++ b/.gitignore
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+.Rproj.user
+.Rhistory
+.RData
+.Ruserdata
+Lego.Rproj
diff --git a/0_Playground.R b/0_Playground.R
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index 0000000..361de03
--- /dev/null
+++ b/0_Playground.R
@@ -0,0 +1,201 @@
+library(tidyverse); library(jpeg)
+
+img.raw <- readJPEG("Images/anthonyryan.jpg")
+
+img <- bind_rows(
+  list(
+    (as.data.frame(img.raw[, , 1]) %>% 
+       mutate(y=row_number(), channel = "R") %>% 
+       gather(x, value, -y, -channel) %>% 
+       mutate(x = as.numeric(gsub("V", "", x)))),
+    (as.data.frame(img.raw[, , 2]) %>% 
+       mutate(y=row_number(), channel = "G") %>% 
+       gather(x, value, -y, -channel) %>% 
+       mutate(x = as.numeric(gsub("V", "", x)))),
+    (as.data.frame(img.raw[, , 3]) %>% 
+       mutate(y=row_number(), channel = "B") %>% 
+       gather(x, value, -y, -channel) %>% 
+       mutate(x = as.numeric(gsub("V", "", x))))
+  )
+) %>% 
+  # mutate(value = value * 255) %>% 
+  spread(channel, value)
+
+#Goal is 48 px tall
+
+max(img$x)
+max(img$y)
+
+img_height <- 48
+
+img2 <- img %>% 
+  mutate(y_scaled = (y - min(y))/(max(y)-min(y))*img_height + 1,
+         x_scaled = (x - min(x))/(max(x)-min(x))*img_height + 1) %>% 
+  group_by(y2 = ceiling(y_scaled), x2 = ceiling(x_scaled)) %>% 
+  summarize_at(vars(R, G, B), funs(mean(.))) %>% 
+  rowwise() %>% 
+  mutate(color = rgb(R, G, B)) %>% 
+  ungroup()
+
+ggplot(img2 %>% filter(x2 <= 100), aes(x=x2, y=-y2, fill = color)) +
+  geom_raster()+
+  scale_fill_identity() +
+  coord_fixed(expand = FALSE)
+
+#Lego colors
+lego_colors <- read_csv("Colors/Lego_Colors.csv")
+
+lego_colors2 <- lego_colors %>% 
+  filter(c_Palette2016, !c_Transparent, !c_Glow, !c_Metallic) %>% 
+  mutate_at(vars(R, G, B), funs(./255)) %>% 
+  rename(R_lego = R, G_lego = G, B_lego = B)%>% 
+  mutate_at(vars(starts_with("w_")), funs(ifelse(is.na(.), 0, .)))
+
+lego_colors3 <- lego_colors2 %>% 
+  filter(t_Classic) 
+  
+convert_to_lego <- function(R, G, B){
+  
+  dat <- lego_colors2 %>% 
+    mutate(dist = ((R_lego - R)^2 + (G_lego - G)^2 + (B_lego - B)^2)^(1/2)) %>% 
+    # mutate(dist = dist^w_Classic) %>% 
+    filter(dist == min(dist)) %>% 
+    top_n(1, dist)
+  
+  return(data.frame(Lego_name = dat$Color, 
+              Lego_color = rgb(dat$R_lego, dat$G_lego, dat$B_lego),
+              stringsAsFactors = F))
+  
+}
+
+l_img2 <- img2 %>% 
+  # filter(x2 <= 100) %>% 
+  mutate(lego = purrr::pmap(list(R, G, B), convert_to_lego)) %>% 
+  unnest(lego)
+
+ggplot(l_img2, aes(x=x2, y=-y2, fill = Lego_color)) +
+  geom_tile(width = 0.9, height = 0.9)+
+  scale_fill_identity() +
+  geom_point(color = "#333333", alpha = 0.2, shape = 1, size = 2.5) +
+  coord_fixed(expand = FALSE) +
+  theme_minimal()+
+  theme(panel.background = element_rect(fill = "#999999"),
+        axis.title.x = element_blank(),
+        axis.text.x = element_blank(),
+        axis.title.y = element_blank(),
+        axis.text.y = element_blank())
+
+
+#Combine bricks into larger ones
+#Give each theoretical brick a unique ID
+
+l_img3 <- l_img2 %>% 
+  select(x=x2, y=y2, Lego_name, Lego_color) %>% 
+  #4x2 bricks - horizontal
+  group_by(xg = x %/% 4, yg = y %/% 2) %>% 
+  mutate(g_1_x4y2_0 = ifelse(length(unique(Lego_name)) == 1 & n() == 8,
+                      paste0("x4y2_", "x", min(x), "_y", min(y)), NA)) %>% 
+  ungroup() %>% 
+  #4x2 bricks - vertical
+  group_by(xg = x %/% 2, yg = y %/% 4) %>% 
+  mutate(g_2_x2y4_0 = ifelse(length(unique(Lego_name)) == 1 & n() == 8,
+                             paste0("x2y4_", "x", min(x), "_y", min(y)), NA)) %>% 
+  ungroup() %>% 
+  # #4x2 bricks - horizontal offset
+  # group_by(xg = (x+2) %/% 4, yg = (y+1) %/% 2) %>% 
+  # mutate(g_3_x4y2_1 = ifelse(length(unique(Lego_name)) == 1 & n() == 8,
+  #                            paste0("x4y2_", "x", min(x), "_y", min(y)), NA)) %>% 
+  # ungroup() %>% 
+  # #4x2 bricks - vertical offset
+  # group_by(xg = (x+1) %/% 2, yg = (y+2) %/% 4) %>% 
+  # mutate(g_4_x2y4_1 = ifelse(length(unique(Lego_name)) == 1 & n() == 8,
+  #                            paste0("x2y4_", "x", min(x), "_y", min(y)), NA)) %>% 
+  # ungroup() %>% 
+  #2x2 bricks
+  group_by(xg = x %/% 2, yg = y %/% 2) %>% 
+  mutate(g_5_x2y2_0 = ifelse(length(unique(Lego_name)) == 1 & n() == 4,
+                             paste0("x2y2_", "x", min(x), "_y", min(y)), NA)) %>% 
+  ungroup() %>% 
+  # #2x2 bricks -  offset
+  # group_by(xg = (x+1) %/% 2, yg = (y+1) %/% 2) %>% 
+  # mutate(g_6_x2y2_1 = ifelse(length(unique(Lego_name)) == 1 & n() == 4,
+  #                            paste0("x2y2_", "x", min(x), "_y", min(y)), NA)) %>% 
+  # ungroup() %>% 
+  #4x1 bricks - horizontal
+  group_by(xg = x %/% 4, yg = y ) %>% 
+  mutate(g_7_x4y1_0 = ifelse(length(unique(Lego_name)) == 1 & n() == 4,
+                             paste0("x4y1_", "x", min(x), "_y", min(y)), NA)) %>% 
+  ungroup() %>% 
+  #4x1 bricks -  vertical
+  group_by(xg = x, yg = y %/% 4) %>% 
+  mutate(g_8_x1y4_1 = ifelse(length(unique(Lego_name)) == 1 & n() == 4,
+                             paste0("x1y4_", "x", min(x), "_y", min(y)), NA)) %>% 
+  ungroup() %>% 
+  #3x1 bricks - horizontal
+  group_by(xg = x %/% 3, yg = y ) %>% 
+  mutate(g_7_x3y1_0 = ifelse(length(unique(Lego_name)) == 1 & n() == 3,
+                             paste0("x3y1_", "x", min(x), "_y", min(y)), NA)) %>% 
+  ungroup() %>% 
+  #3x1 bricks -  vertical
+  group_by(xg = x, yg = y %/% 3) %>% 
+  mutate(g_8_x1y3_1 = ifelse(length(unique(Lego_name)) == 1 & n() == 3,
+                             paste0("x1y3_", "x", min(x), "_y", min(y)), NA)) %>% 
+  ungroup() %>% 
+  #2x1 bricks - horizontal
+  group_by(xg = x %/% 2, yg = y ) %>% 
+  mutate(g_9_x2y1_0 = ifelse(length(unique(Lego_name)) == 1 & n() == 2,
+                             paste0("x2y1_", "x", min(x), "_y", min(y)), NA)) %>% 
+  ungroup() %>% 
+  #2x1 bricks -  vertical
+  group_by(xg = x, yg = y %/% 2) %>% 
+  mutate(g_10_x1y2_1 = ifelse(length(unique(Lego_name)) == 1 & n() == 2,
+                              paste0("x1y2_", "x", min(x), "_y", min(y)), NA)) %>% 
+  ungroup() %>% 
+  #1x1
+  mutate(g_11_x1y1_0 = paste0("x1y1_", "x", x, "_y", y)) %>% 
+  select(-xg, -yg)
+
+l_img4 <- l_img3 %>% 
+  gather(Brick, brick_id, dplyr::starts_with("g_")) %>% 
+  #Only keep first Brick group that is true...biggest ones are first!
+  group_by(x, y) %>% 
+  filter(Brick == Brick[min(which(!is.na(brick_id)))]) %>% 
+  ungroup()
+
+l_img5 <- l_img4 %>% 
+  group_by(brick_id) %>% 
+  mutate(brick_size = n()) %>% #HMMMnot perfect. some overlap with assignments
+  ungroup() %>% 
+  group_by(brick_id) %>% 
+  mutate(xmin = min(x)-0.5, xmax = max(x)+0.5,
+         ymin = min(y)-0.5, ymax = max(y)+0.5) %>% 
+  ungroup() %>% 
+  select(Brick, brick_id, xmin, xmax, ymin, ymax, Lego_color, Lego_name)
+
+ggplot(l_img5) +
+  geom_rect(aes(xmin=xmin, xmax=xmax, ymin=-ymin, ymax=-ymax,
+                fill = Lego_color), color = "#333333")+
+  scale_fill_identity() +
+  geom_point(data = l_img2, aes(x=x2, y=-y2),
+             color = "#666666", alpha = 0.2, shape = 1, size = 3) +
+  coord_fixed(expand = FALSE) +
+  theme_minimal()+
+  theme(panel.background = element_rect(fill = "#999999"),
+        axis.title.x = element_blank(),
+        axis.text.x = element_blank(),
+        axis.title.y = element_blank(),
+        axis.text.y = element_blank())
+
+#Piece counts!
+pieces <- l_img5 %>% 
+  select(Brick, brick_id, Lego_name, Lego_color) %>% 
+  distinct() %>% 
+  separate(Brick, c("g", "gn", "size", "gi")) %>% 
+  select(-g, -gn, -gi) %>% 
+  mutate(size1 = as.numeric(substr(size, 2, 2)), 
+         size2 = as.numeric(substr(size, 4, 4))) %>% 
+  mutate(Brick_size = ifelse(size1>size1, paste(size1, "x", size2), paste(size2, "x" , size1))) %>% 
+  count(Brick_size, Lego_name) %>% 
+  arrange(desc(Brick_size), desc(n))
+
+sum(pieces$n)
diff --git a/Colors/2016-LEGO-color-palette.pdf b/Colors/2016-LEGO-color-palette.pdf
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diff --git a/Colors/Colors_Master.xlsx b/Colors/Colors_Master.xlsx
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diff --git a/Colors/Lego_Colors.csv b/Colors/Lego_Colors.csv
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--- /dev/null
+++ b/Colors/Lego_Colors.csv
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+LEGONo,Color,Sample,R,G,B,c_Palette2016,c_Transparent,c_Glow,c_Metallic,t_Classic,t_Friends,w_Classic
+1,White,,242,243,242,TRUE,FALSE,FALSE,FALSE,TRUE,,1.5
+5,Brick yellow,,215,197,153,TRUE,FALSE,FALSE,FALSE,,,
+18,Nougat,,204,142,104,TRUE,FALSE,FALSE,FALSE,,,
+21,Bright red,,196,40,27,TRUE,FALSE,FALSE,FALSE,TRUE,,2
+23,Bright blue,,13,105,171,TRUE,FALSE,FALSE,FALSE,TRUE,,2
+24,Bright yellow,,245,205,47,TRUE,FALSE,FALSE,FALSE,TRUE,,2
+26,Black,,27,42,52,TRUE,FALSE,FALSE,FALSE,TRUE,,1.5
+28,Dark green,,40,127,70,TRUE,FALSE,FALSE,FALSE,,,
+37,Bright green,,75,151,74,TRUE,FALSE,FALSE,FALSE,TRUE,,1.5
+38,Dark orange,,160,95,52,TRUE,FALSE,FALSE,FALSE,TRUE,,1
+40,Transparent,,236,236,236,TRUE,TRUE,FALSE,FALSE,,,
+41,Tr. Red,,205,84,75,TRUE,TRUE,FALSE,FALSE,,,
+42,Tr. Lg blue,,193,223,240,TRUE,TRUE,FALSE,FALSE,,,
+43,Tr. Blue,,123,182,232,TRUE,TRUE,FALSE,FALSE,,,
+44,Tr. Yellow,,247,241,141,TRUE,TRUE,FALSE,FALSE,,,
+47,Tr. Flu. Reddish orange,,217,133,108,TRUE,TRUE,FALSE,FALSE,,,
+48,Tr. Green,,132,182,141,TRUE,TRUE,FALSE,FALSE,,,
+49,Tr. Flu. Green,,248,241,132,TRUE,TRUE,FALSE,FALSE,,,
+102,Medium blue,,110,153,201,TRUE,FALSE,FALSE,FALSE,,,
+106,Bright orange,,218,133,64,TRUE,FALSE,FALSE,FALSE,TRUE,,1
+111,Tr. Brown,,191,183,177,TRUE,TRUE,FALSE,FALSE,,,
+113,Tr. Medi. reddish violet,,228,173,200,TRUE,TRUE,FALSE,FALSE,,,
+113,Tr. Medium Violet,,253,142,207,TRUE,TRUE,FALSE,FALSE,,TRUE,
+119,Br. yellowish green,,164,189,70,TRUE,FALSE,FALSE,FALSE,TRUE,,1
+124,Bright reddish violet,,146,57,120,TRUE,FALSE,FALSE,FALSE,,TRUE,
+126,Tr. Bright bluish violet,,165,165,203,TRUE,TRUE,FALSE,FALSE,,TRUE,
+135,Sand blue,,116,134,156,TRUE,FALSE,FALSE,FALSE,,,
+138,Sand yellow,,149,138,115,TRUE,FALSE,FALSE,FALSE,,,
+140,Earth blue,,32,58,86,TRUE,FALSE,FALSE,FALSE,,,
+141,Earth green,,39,70,44,TRUE,FALSE,FALSE,FALSE,,,
+143,Tr. Flu. Blue,,207,226,247,TRUE,TRUE,FALSE,FALSE,,TRUE,
+151,Sand green,,120,144,129,TRUE,FALSE,FALSE,FALSE,,,
+154,Dark red,,123,46,47,TRUE,FALSE,FALSE,FALSE,,,
+191,Flame yellowish orange,,232,171,45,TRUE,FALSE,FALSE,FALSE,,TRUE,
+192,Reddish brown,,105,64,39,TRUE,FALSE,FALSE,FALSE,,,
+194,Medium stone grey,,163,162,164,TRUE,FALSE,FALSE,FALSE,,,
+199,Dark stone grey,,99,95,97,TRUE,FALSE,FALSE,FALSE,,,
+221,Bright purple,,205,98,152,TRUE,FALSE,FALSE,FALSE,,TRUE,
+222,Light purple,,228,173,200,TRUE,FALSE,FALSE,FALSE,,TRUE,
+226,Cool yellow,,253,234,140,TRUE,FALSE,FALSE,FALSE,,TRUE,
+268,Medium lilac,,51,0,114,TRUE,FALSE,FALSE,FALSE,,,
+283,Light Nougat,,252,200,155,TRUE,FALSE,FALSE,FALSE,,,
+297,Warm Gold,,170,127,46,TRUE,FALSE,FALSE,TRUE,,,
+308,Dark brown,,49,38,29,TRUE,FALSE,FALSE,FALSE,,,
+311,Tr. Bright Green,,175,210,70,TRUE,TRUE,FALSE,FALSE,,,
+312,Medium Nougat,,170,125,85,TRUE,FALSE,FALSE,FALSE,,,
+315,Silver Metallic,,140,140,140,TRUE,FALSE,FALSE,TRUE,,,
+316,Titanium Metallic,,62,60,57,TRUE,FALSE,FALSE,TRUE,,,
+321,Dark Azur,,51,55,198,TRUE,FALSE,FALSE,FALSE,,,
+322,Medium Azur,,113,197,232,TRUE,FALSE,FALSE,FALSE,,TRUE,
+323,Aqua,,185,220,210,TRUE,FALSE,FALSE,FALSE,,,
+324,Med. Lavendar,,160,94,181,TRUE,FALSE,FALSE,FALSE,,,
+325,Lavendar,,202,162,221,TRUE,FALSE,FALSE,FALSE,,,
+326,Spring Yellowish Green,,212,235,142,TRUE,FALSE,FALSE,FALSE,,TRUE,
+329,White Glow,,242,243,242,TRUE,FALSE,TRUE,FALSE,,,
+330,Olive Green,,115,123,76,TRUE,FALSE,FALSE,FALSE,,,
+2,Grey,,161,165,162,FALSE,FALSE,FALSE,FALSE,,,
+3,Light yellow,,249,233,153,FALSE,FALSE,FALSE,FALSE,,,
+6,Light green,,194,218,184,FALSE,FALSE,FALSE,FALSE,,,
+9,Light reddish violet,,232,186,199,FALSE,FALSE,FALSE,FALSE,,,
+12,Light orange brown,,203,132,66,FALSE,FALSE,FALSE,FALSE,,,
+22,Med. reddish violet,,196,112,160,FALSE,FALSE,FALSE,FALSE,,,
+25,Earth orange,,98,71,50,FALSE,FALSE,FALSE,FALSE,,,
+27,Dark grey,,109,110,108,FALSE,FALSE,FALSE,FALSE,,,
+29,Medium green,,161,196,139,FALSE,FALSE,FALSE,FALSE,,,
+36,Lig. Yellowich orange,,243,207,155,FALSE,FALSE,FALSE,FALSE,,,
+39,Light bluish violet,,193,202,222,FALSE,FALSE,FALSE,FALSE,,,
+45,Light blue,,180,210,227,FALSE,FALSE,FALSE,FALSE,,,
+50,Phosph. White,,236,232,222,FALSE,FALSE,FALSE,FALSE,,,
+100,Light red,,238,196,182,FALSE,FALSE,FALSE,FALSE,,,
+101,Medium red,,218,134,121,FALSE,FALSE,FALSE,FALSE,,,
+103,Light grey,,199,193,183,FALSE,FALSE,FALSE,FALSE,,,
+104,Bright violet,,107,50,123,FALSE,FALSE,FALSE,FALSE,,,
+105,Br. yellowish orange,,226,155,63,FALSE,FALSE,FALSE,FALSE,,,
+107,Bright bluish green,,0,143,155,FALSE,FALSE,FALSE,FALSE,,,
+108,Earth yellow,,104,92,67,FALSE,FALSE,FALSE,FALSE,,,
+110,Bright bluish violet,,67,84,147,FALSE,FALSE,FALSE,FALSE,,,
+112,Medium bluish violet,,104,116,172,FALSE,FALSE,FALSE,FALSE,,,
+115,Med. yellowish green,,199,210,60,FALSE,FALSE,FALSE,FALSE,,,
+116,Med. bluish green,,85,165,175,FALSE,FALSE,FALSE,FALSE,,,
+118,Light bluish green,,183,215,213,FALSE,FALSE,FALSE,FALSE,,,
+120,Lig. yellowish green,,217,228,167,FALSE,FALSE,FALSE,FALSE,,,
+121,Med. yellowish orange,,231,172,88,FALSE,FALSE,FALSE,FALSE,,,
+123,Br. reddish orange,,211,111,76,FALSE,FALSE,FALSE,FALSE,,,
+125,Light orange,,234,184,145,FALSE,FALSE,FALSE,FALSE,,,
+127,Gold,,220,188,129,FALSE,FALSE,FALSE,FALSE,,,
+128,Dark nougat,,174,122,89,FALSE,FALSE,FALSE,FALSE,,,
+131,Silver,,156,163,168,FALSE,FALSE,FALSE,FALSE,,,
+133,Neon orange,,213,115,61,FALSE,FALSE,FALSE,FALSE,,,
+134,Neon green,,216,221,86,FALSE,FALSE,FALSE,FALSE,,,
+136,Sand violet,,135,124,144,FALSE,FALSE,FALSE,FALSE,,,
+137,Medium orange,,224,152,100,FALSE,FALSE,FALSE,FALSE,,,
+145,Sand blue metallic,,121,136,161,FALSE,FALSE,FALSE,FALSE,,,
+146,Sand violet metallic,,149,142,163,FALSE,FALSE,FALSE,FALSE,,,
+147,Sand yellow metallic,,147,135,103,FALSE,FALSE,FALSE,FALSE,,,
+148,Dark grey metallic,,87,88,87,FALSE,FALSE,FALSE,FALSE,,,
+149,Black metallic,,22,29,50,FALSE,FALSE,FALSE,FALSE,,,
+150,Light grey metallic,,171,173,172,FALSE,FALSE,FALSE,FALSE,,,
+153,Sand red,,149,121,118,FALSE,FALSE,FALSE,FALSE,,,
+157,Tr. Flu. Yellow,,255,246,123,FALSE,FALSE,FALSE,FALSE,,,
+158,Tr. Flu. Red,,225,164,194,FALSE,FALSE,FALSE,FALSE,,,
+168,Gun metallic,,117,108,98,FALSE,FALSE,FALSE,FALSE,,,
+176,Red flip/flop,,151,105,91,FALSE,FALSE,FALSE,FALSE,,,
+178,Yellow flip/flop,,180,132,85,FALSE,FALSE,FALSE,FALSE,,,
+179,Silver flip/flop,,137,135,136,FALSE,FALSE,FALSE,FALSE,,,
+180,Curry,,215,169,75,FALSE,FALSE,FALSE,FALSE,,,
+190,Fire Yellow,,249,214,46,FALSE,FALSE,FALSE,FALSE,,,
+193,Flame reddish orange,,207,96,36,FALSE,FALSE,FALSE,FALSE,,,
+195,Royal blue,,70,103,164,FALSE,FALSE,FALSE,FALSE,,,
+196,Dark Royal blue,,35,71,139,FALSE,FALSE,FALSE,FALSE,,,
+198,Bright reddish lilac,,142,66,133,FALSE,FALSE,FALSE,FALSE,,,
+200,Lemon metalic,,130,138,93,FALSE,FALSE,FALSE,FALSE,,,
+208,Light stone grey,,229,228,222,FALSE,FALSE,FALSE,FALSE,,,
+209,Dark Curry,,176,142,68,FALSE,FALSE,FALSE,FALSE,,,
+210,Faded green,,112,149,120,FALSE,FALSE,FALSE,FALSE,,,
+211,Turquoise,,121,181,181,FALSE,FALSE,FALSE,FALSE,,,
+212,Light Royal blue,,159,195,233,TRUE,FALSE,FALSE,FALSE,,TRUE,
+213,Medium Royal blue,,108,129,183,FALSE,FALSE,FALSE,FALSE,,,
+216,Rust,,143,76,42,FALSE,FALSE,FALSE,FALSE,,,
+217,Brown,,124,92,69,FALSE,FALSE,FALSE,FALSE,,,
+218,Reddish lilac,,150,112,159,FALSE,FALSE,FALSE,FALSE,,,
+219,Lilac,,107,98,155,FALSE,FALSE,FALSE,FALSE,,,
+220,Light lilac,,167,169,206,FALSE,FALSE,FALSE,FALSE,,,
+223,Light pink,,220,144,149,FALSE,FALSE,FALSE,FALSE,,,
+224,Light brick yellow,,240,213,160,FALSE,FALSE,FALSE,FALSE,,,
+225,Warm yellowish orange,,235,184,127,FALSE,FALSE,FALSE,FALSE,,,
+232,Dove blue,,125,187,221,FALSE,FALSE,FALSE,FALSE,,,
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