Datasets:
File size: 2,772 Bytes
5e1ef3a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 | import csv
import random
import os
def merge_prompt_with_two_colors(prompt_file, color_file, output_file, variation=2, color_level=2):
# read prompt file
with open(prompt_file, "r", encoding="utf-8") as f:
reader = csv.DictReader(f)
prompts = list(reader)
# read color file
with open(color_file, "r", encoding="utf-8") as f:
reader = csv.DictReader(f)
colors = list(reader)
merged_rows = []
id_counter = 1
for prompt in prompts:
prompt_text = prompt["prompt"]
# Determine direction based on prompt
lower_text = prompt_text.lower()
#print(lower_text)
if any(word in lower_text for word in ["upper", "lower", "top", "bottom"]):
direction = "h"
elif any(word in lower_text for word in ["left", "right"]):
direction = "v"
else:
#print("unknown",prompt)
direction = "u" # unknown
# Traverse the first color
for color1 in colors:
hex1 = color1.get("hex") or color1.get("color") or ""
# Randomly select two different color_2
color2_choices = random.sample(colors, 2)
for color2 in color2_choices:
hex2 = color2.get("hex") or color2.get("color") or ""
merged_rows.append({
"id": id_counter,
"prompt": prompt_text,
"direction": direction,
"color_1": hex1,
"color_2": hex2,
"variation": variation,
"color_level": color_level,
"split": "test",
"color_format": "Hex code",
})
id_counter += 1
output_dir = os.path.dirname(output_file)
if output_dir and not os.path.exists(output_dir):
os.makedirs(output_dir, exist_ok=True)
# write CSV
with open(output_file, "w", newline="", encoding="utf-8") as f:
writer = csv.DictWriter(f, fieldnames=["id","prompt","direction","color_1","color_2","variation","color_level","split","color_format"])
writer.writeheader()
writer.writerows(merged_rows)
print(f"Generation complete: {output_file}")
random.seed(42)
merge_prompt_with_two_colors("raw_config/Variation_2.csv", "raw_config/Color_Level_1.csv", "metadata/Variation_2_Color_1.csv", variation=2, color_level=1)
merge_prompt_with_two_colors("raw_config/Variation_2.csv", "raw_config/Color_Level_2.csv", "metadata/Variation_2_Color_2.csv", variation=2, color_level=2)
merge_prompt_with_two_colors("raw_config/Variation_2.csv", "raw_config/Color_Level_3.csv", "metadata/Variation_2_Color_3.csv", variation=2, color_level=3)
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