From b66a7f15e15703509827cabf9f6f78b20f005c87 Mon Sep 17 00:00:00 2001 From: Isaac Riley Date: Tue, 14 Jun 2022 09:09:00 +0200 Subject: [PATCH] added pyinfra_compat file, usage: from cv_analysis.pyinfra_compat import analyze_byteslist; page_results = analyze_byteslist(img_bytes_list) --- cv_analysis/pyinfra_compat | 32 +++ cv_analysis/table_parsing.py | 17 -- cv_analysis/test/test_data/table.jpg | Bin 220316 -> 0 bytes cv_analysis/test/test_data/table.json | 359 -------------------------- cv_analysis/utils/preprocessing.py | 6 + cv_analysis/utils/structures.py | 20 +- src/run_service.py | 1 - 7 files changed, 44 insertions(+), 391 deletions(-) create mode 100644 cv_analysis/pyinfra_compat delete mode 100644 cv_analysis/test/test_data/table.jpg delete mode 100644 cv_analysis/test/test_data/table.json diff --git a/cv_analysis/pyinfra_compat b/cv_analysis/pyinfra_compat new file mode 100644 index 0000000..4c346f2 --- /dev/null +++ b/cv_analysis/pyinfra_compat @@ -0,0 +1,32 @@ +from cv_analysis.table_parsing import parse_tables +from cv_analysis.redaction_detection import find_redactions +from cv_analysis.layout_parsing import parse_layout +from cv_analysis.figure_detection import detect_figures +from cv_analysis.utils.preprocessing import open_img_from_bytes + + +task_dict = { + "table": parse_tables, + "figure": detect_figures, + "layout": parse_layout, + "redaction": find_redactions, +} + + +def analyze_byteslist(img_bytes_list, task="table"): + + analysis_function = task_dict[task] + + result = [] + for i, img_bytes in enumerate(img_bytes_list): + page = open_img_from_bytes(img_bytes) + cells = list(map(lambda x: x.json_xywh(), analysis_function(page))) + page_dict = { + "page": i, + "pageWidth": page.shape[1], + "pageHeight": page.shape[0], + "cells": cells + } + result.append(page_dict) + + return result \ No newline at end of file diff --git a/cv_analysis/table_parsing.py b/cv_analysis/table_parsing.py index 43716da..78ede82 100644 --- a/cv_analysis/table_parsing.py +++ b/cv_analysis/table_parsing.py @@ -172,21 +172,4 @@ def parse_tables(image: np.array, show=False): stats = np.vstack(list(filter(is_large_enough, stats))) rects = stats[:, :-1][2:] - # print(rects) return list(map(Rectangle.from_xywh, rects)) - - -# def annotate_tables_in_pdf(page, page_index=0, deskew=False, show=False): -# """ """ -# #page = pdf2image.convert_from_path(pdf_path, first_page=page_index + 1, last_page=page_index + 1)[0] -# #page = np.array(page) -# if show: -# show_mpl(page) -# if deskew: -# page, _ = deskew_histbased(page) - -# stats = parse_tables(page) -# page = draw_rectangles(page, stats, annotate=True) -# vizlogger.debug(page, "tables15_final_output.png") -# if show: -# show_mpl(page) diff --git a/cv_analysis/test/test_data/table.jpg b/cv_analysis/test/test_data/table.jpg deleted file mode 100644 index 2b47101c47169509711999138325d4939159c86c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 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io import BytesIO from numpy import array, ndarray import pdf2image from PIL import Image @@ -29,3 +30,8 @@ def open_pdf(pdf, first_page=0, last_page=None): pages = [preprocess_pdf_image(array(p)) for p in pages] return pages + + +def open_img_from_bytes(bytes_obj: bytes): + page = Image.open(BytesIO(bytes_obj)) + return preprocess_pdf_image(array(page)) diff --git a/cv_analysis/utils/structures.py b/cv_analysis/utils/structures.py index 6702080..f6c3c6e 100644 --- a/cv_analysis/utils/structures.py +++ b/cv_analysis/utils/structures.py @@ -4,12 +4,12 @@ from json import dumps class Rectangle: def __init__(self, x1=None, y1=None, w=None, h=None, x2=None, y2=None, indent=4, format="xywh"): try: - self.x1 = x1 - self.y1 = y1 - self.w = w if w else x2 - x1 - self.h = h if h else y2 - y1 - self.x2 = x2 if x2 else x1 + w - self.y2 = y2 if y2 else y1 + h + self.x1 = int(x1) + self.y1 = int(y1) + self.w = int(w) if w else int(x2 - x1) + self.h = int(h) if h else int(y2 - y1) + self.x2 = int(x2) if x2 else self.x1 + self.w + self.y2 = int(y2) if y2 else self.y1 + self.h assert (self.x1 + self.w) == self.x2 assert (self.y1 + self.h) == self.y2 self.indent = indent @@ -56,14 +56,6 @@ class Rectangle: return list(self.json().values()).__iter__() -""" -boxes = [[30,40,5,6],[56,78,23,19],[5,100,45,35],[34,34,67,67]] -rectangles = list(map(Rectangle.from_xywh, boxes)) -rectangles -r = rectangles[1] -""" - - class Contour: def __init__(self): pass diff --git a/src/run_service.py b/src/run_service.py index f063ed1..a86664e 100644 --- a/src/run_service.py +++ b/src/run_service.py @@ -13,7 +13,6 @@ from cv_analysis.redaction_detection import find_redactions from cv_analysis.layout_parsing import parse_layout from cv_analysis.figure_detection import detect_figures from cv_analysis.utils.logging import logger -from cv_analysis.utils.post_processing import Rectangle from cv_analysis.utils.preprocessing import open_pdf from cv_analysis.utils.structures import Rectangle from cv_analysis.config import CONFIG