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| 1 | +#!/usr/bin/env python3 |
| 2 | + |
| 3 | +import sys |
| 4 | +import cgi |
| 5 | +import json |
| 6 | +import requests |
| 7 | +import os.path |
| 8 | +import io |
| 9 | +import functools |
| 10 | +import configparser |
| 11 | + |
| 12 | +from PIL import Image |
| 13 | + |
| 14 | +config = configparser.ConfigParser() |
| 15 | +config.read('/etc/annif/ocr.ini') |
| 16 | + |
| 17 | +api_options = config['api'] |
| 18 | + |
| 19 | +OCRAPIKEY = api_options['apikey'] |
| 20 | +DEFAULT_LANGUAGE = api_options['default_language'] |
| 21 | + |
| 22 | +MAXSIZE_BYTES = 1000000; |
| 23 | +MAXSIZE_PIXELS = (2600, 2600) |
| 24 | + |
| 25 | +# map ISO 639-1 language codes into the ISO 639-3 codes that ocr.space uses |
| 26 | +LANGMAP = { |
| 27 | + 'fi': 'fin', |
| 28 | + 'sv': 'swe', |
| 29 | + 'en': 'eng' |
| 30 | +} |
| 31 | + |
| 32 | +sys.stdout.buffer.write(b"Content-Type: text/plain; charset=utf-8\r\n") |
| 33 | +sys.stdout.buffer.write(b"\r\n") |
| 34 | + |
| 35 | +# Use EXIF information to flip and/or transpose the image as necessary |
| 36 | +def image_transpose_exif(im): |
| 37 | + exif_orientation_tag = 0x0112 # contains an integer, 1 through 8 |
| 38 | + exif_transpose_sequences = [ # corresponding to the following |
| 39 | + [], |
| 40 | + [Image.FLIP_LEFT_RIGHT], |
| 41 | + [Image.ROTATE_180], |
| 42 | + [Image.FLIP_TOP_BOTTOM], |
| 43 | + [Image.FLIP_LEFT_RIGHT, Image.ROTATE_90], |
| 44 | + [Image.ROTATE_270], |
| 45 | + [Image.FLIP_TOP_BOTTOM, Image.ROTATE_90], |
| 46 | + [Image.ROTATE_90], |
| 47 | + ] |
| 48 | + |
| 49 | + try: |
| 50 | + seq = exif_transpose_sequences[im._getexif()[exif_orientation_tag] - 1] |
| 51 | + except Exception: |
| 52 | + return im |
| 53 | + else: |
| 54 | + return functools.reduce(lambda im, op: im.transpose(op), seq, im) |
| 55 | + |
| 56 | +form = cgi.FieldStorage() |
| 57 | +if 'imagefile' in form: |
| 58 | + fileitem = form['imagefile'] |
| 59 | + if fileitem.file: |
| 60 | + f = fileitem.file |
| 61 | + fn = fileitem.filename |
| 62 | + lang = form.getfirst('language') |
| 63 | + if lang is None: |
| 64 | + lang = DEFAULT_LANGUAGE |
| 65 | + if lang in LANGMAP: |
| 66 | + # map to ISO 639-3 code |
| 67 | + lang = LANGMAP[lang] |
| 68 | +else: |
| 69 | + # take the language and filename as command line parameters - for testing |
| 70 | + lang = sys.argv[1] |
| 71 | + fn = sys.argv[2] |
| 72 | + f = open(fn, 'rb') |
| 73 | + |
| 74 | +image = image_transpose_exif(Image.open(f)) |
| 75 | + |
| 76 | +if image.size[0] > MAXSIZE_PIXELS[0] or image.size[1] > MAXSIZE_PIXELS[1]: |
| 77 | + # need to scale it |
| 78 | + image.thumbnail(MAXSIZE_PIXELS) |
| 79 | + f = io.BytesIO() |
| 80 | + image.save(f, 'JPEG') |
| 81 | + |
| 82 | +f.seek(0) |
| 83 | + |
| 84 | +payload = { |
| 85 | + 'isOverlayRequired': False, |
| 86 | + 'apikey': OCRAPIKEY, |
| 87 | + 'language': lang |
| 88 | +} |
| 89 | + |
| 90 | +r = requests.post('https://api.ocr.space/parse/image', files={fn: f}, data=payload) |
| 91 | + |
| 92 | +results = r.json() |
| 93 | + |
| 94 | +try: |
| 95 | + text = results['ParsedResults'][0]['ParsedText'] |
| 96 | + sys.stdout.buffer.write(text.encode('UTF-8') + b"\r\n") |
| 97 | +except: |
| 98 | + sys.stdout.buffer.write(b"error\r\n") |
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