import json import binascii import cv2 import np import pytesseract misperrors = {'error': 'Error'} mispattributes = {'input': ['attachment'], 'output': ['freetext']} moduleinfo = {'version': '0.2', 'author': 'Sascha Rommelfangen', 'description': 'OCR decoder', 'module-type': ['expansion']} moduleconfig = [] def filter_decoded(decoded): for line in decoded.split('\n'): decoded_line = line.strip('\t\x0b\x0c\r ') if decoded_line: yield decoded_line def handler(q=False): if q is False: return False q = json.loads(q) filename = q['attachment'] try: img_array = np.frombuffer(binascii.a2b_base64(q['data']), np.uint8) except Exception as e: print(e) err = "Couldn't fetch attachment (JSON 'data' is empty). Are you using the 'Query enrichment' action?" misperrors['error'] = err print(err) return misperrors image = img_array image = cv2.imdecode(img_array, cv2.IMREAD_COLOR) try: decoded = pytesseract.image_to_string(cv2.cvtColor(image, cv2.COLOR_BGR2RGB)) return { 'results': [ { 'types': ['freetext'], 'values': list(filter_decoded(decoded)), 'comment': f"OCR from file {filename}" } ] } except Exception as e: print(e) err = "Couldn't analyze file type. Only images are supported right now." misperrors['error'] = err return misperrors def introspection(): return mispattributes def version(): moduleinfo['config'] = moduleconfig return moduleinfo