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Submissions-App/src/submissions/frontend/visualizations/plate_map.py

80 lines
2.9 KiB
Python

from pathlib import Path
import sys
from PIL import Image, ImageDraw, ImageFont
import numpy as np
from tools import check_if_app
import logging
logger = logging.getLogger(f"submissions.{__name__}")
def make_plate_map(sample_list:list) -> Image:
"""
Makes a pillow image of a plate from hitpicks
Args:
sample_list (list): list of positive sample dictionaries from the hitpicks
Returns:
Image: Image of the 96 well plate with positive samples in red.
"""
# If we can't get a plate number, do nothing
try:
plate_num = sample_list[0]['plate_name']
except IndexError as e:
logger.error(f"Couldn't get a plate number. Will not make plate.")
return None
except TypeError as e:
logger.error(f"No samples for this plate. Nothing to do.")
return None
# Make a 8 row, 12 column, 3 color ints array, filled with white by default
grid = np.full((8,12,3),255, dtype=np.uint8)
# Go through samples and change its row/column to red
for sample in sample_list:
grid[int(sample['row'])-1][int(sample['column'])-1] = [255,0,0]
# Create image from the grid
img = Image.fromarray(grid).resize((1200, 800), resample=Image.NEAREST)
# create a drawer over the image
draw = ImageDraw.Draw(img)
# draw grid over the image
y_start = 0
y_end = img.height
step_size = int(img.width / 12)
for x in range(0, img.width, step_size):
line = ((x, y_start), (x, y_end))
draw.line(line, fill=128)
x_start = 0
x_end = img.width
step_size = int(img.height / 8)
for y in range(0, img.height, step_size):
line = ((x_start, y), (x_end, y))
draw.line(line, fill=128)
del draw
old_size = img.size
new_size = (1300, 900)
# create a new, larger white image to hold the annotations
new_img = Image.new("RGB", new_size, "White")
box = tuple((n - o) // 2 for n, o in zip(new_size, old_size))
# paste plate map into the new image
new_img.paste(img, box)
# create drawer over the new image
draw = ImageDraw.Draw(new_img)
# font = ImageFont.truetype("sans-serif.ttf", 16)
if check_if_app():
font_path = Path(sys._MEIPASS).joinpath("files", "resources")
else:
font_path = Path(__file__).parents[2].joinpath('resources').absolute()
logger.debug(f"Font path: {font_path}")
font = ImageFont.truetype(font_path.joinpath('arial.ttf').__str__(), 32)
row_dict = ["A", "B", "C", "D", "E", "F", "G", "H"]
# write the plate number on the image
draw.text((100, 850),plate_num,(0,0,0),font=font)
# write column numbers
for num in range(1,13):
x = (num * 100) - 10
draw.text((x, 0), str(num), (0,0,0),font=font)
# write row letters
for num in range(1,9):
letter = row_dict[num-1]
y = (num * 100) - 10
draw.text((10, y), letter, (0,0,0),font=font)
return new_img