cv-analysis-service/test/fixtures/figure_detection.py
Isaac Riley 9d98945ff9 Pull request #20: New pyinfra
Merge in RR/cv-analysis from new_pyinfra to master

Squashed commit of the following:

commit f7a01a90aad1c402ac537de5bdf15df628ad54df
Author: Julius Unverfehrt <julius.unverfehrt@iqser.com>
Date:   Wed Jul 27 10:40:59 2022 +0200

    fix typo

commit ff4d549fac5b612c2d391ae85823c5eca1e91916
Author: Julius Unverfehrt <julius.unverfehrt@iqser.com>
Date:   Wed Jul 27 10:34:04 2022 +0200

    adjust build scripts for new pyinfra

commit ecd70f60d46406d8b6cc7f36a1533d706c917ca8
Author: Julius Unverfehrt <julius.unverfehrt@iqser.com>
Date:   Wed Jul 27 09:42:55 2022 +0200

    simplify logging by using default configurations

commit 20193c14c940eed2b0a7a72058167e26064119d0
Author: Julius Unverfehrt <julius.unverfehrt@iqser.com>
Date:   Tue Jul 26 17:16:57 2022 +0200

    tidy-up, refactor config logic to not dependent on external files

commit d8069cd4d404a570bb04a04278161669d1c83332
Author: Isaac Riley <Isaac.Riley@iqser.com>
Date:   Tue Jul 26 15:14:59 2022 +0200

    update pyinfra

commit c3bc11037cca9baf016043ab997c566f5b4a2586
Author: Isaac Riley <Isaac.Riley@iqser.com>
Date:   Tue Jul 26 15:09:14 2022 +0200

    repair tests

commit 6f4e4f2863ee16ae056c1d432f663858c5f10221
Author: Isaac Riley <Isaac.Riley@iqser.com>
Date:   Tue Jul 26 14:52:38 2022 +0200

    updated server logic to work with new pyinfra; update scripts for pyinfra as submodule

commit 2a18dba81de5ee84d0bdf0e77f478693e8d8aef4
Author: Isaac Riley <Isaac.Riley@iqser.com>
Date:   Tue Jul 26 14:10:41 2022 +0200

    formatting

commit d87ce9328de9aa2341228af9b24473d5e583504e
Author: Isaac Riley <Isaac.Riley@iqser.com>
Date:   Tue Jul 26 14:10:11 2022 +0200

    make server logic compatible with new pyinfra
2022-07-27 10:50:10 +02:00

91 lines
2.7 KiB
Python

import textwrap
import cv2
import numpy as np
import pytest
from lorem_text import lorem
from cv_analysis.figure_detection.figure_detection_pipeline import (
make_figure_detection_pipeline,
)
@pytest.fixture
def page_with_images(random_image, background):
page_image = paste_image(background, random_image, (200, 200))
return np.array(page_image)
@pytest.fixture
def page_with_text(background, font_scale, font_style, text_types):
cursor = (50, 50)
image = background
body_height = image.shape[0] // 3
if "header" in text_types:
image = paste_text(image, cursor, font_scale, font_style, y_stop=70)
if "body" in text_types:
cursor = (image.shape[1] // 2, 70)
image = paste_text(image, cursor, font_scale, font_style, y_stop=body_height)
cursor = (50, body_height + 70)
image = paste_text(image, cursor, font_scale, font_style, y_stop=body_height * 2)
if "caption" in text_types:
cursor = (image.shape[1] // 2, image.shape[0] - 100)
image = paste_text(image, cursor, font_scale, font_style, y_stop=body_height * 3)
return image
@pytest.fixture
def page_with_images_and_text(page_with_images, page_with_text):
return np.fmin(page_with_text, page_with_images)
@pytest.fixture
def background(background_color):
return np.ones((3508, 2480, 3), dtype="uint8") * background_color
@pytest.fixture
def random_image(image_size):
return np.random.rand(*image_size, 3) * 255
@pytest.fixture
def figure_detection_pipeline():
return make_figure_detection_pipeline()
def paste_text(image: np.ndarray, cursor, font_scale, font_style, y_stop):
def paste_text_at_cursor(x_start, y_start, y_stop):
# TODO: adjust incorrect right margin
text = lorem.paragraphs(1) * 200
(dx, dy), base = cv2.getTextSize(text, fontFace=font_style, fontScale=font_scale, thickness=1)
dy += base
# char_width = dx // len(text)
text = textwrap.fill(text=text, width=(dx // page_width))
for i, line in enumerate(text.split("\n")):
y = y_start + i * dy
if y > y_stop:
break
cv2.putText(
image,
line,
org=(x_start, y),
fontFace=font_style,
fontScale=font_scale,
color=(0, 0, 0),
thickness=1,
lineType=cv2.LINE_AA,
)
x_start, y_start = cursor
page_width = image.shape[1]
paste_text_at_cursor(x_start, y_start, y_stop)
return image
def paste_image(page_image, image, coords):
h, w = image.shape[:2]
x, y = coords
page_image[x : x + h, y : y + w] = image
return page_image