Added additional error handling to job related functionalities. (Formatted file in db_utils, which might cause a merge conflict, just override my file later)
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@@ -12,11 +12,11 @@ from swagger_server.util import get_random_filename, create_random_file_in_tmp_f
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import requests
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from werkzeug.utils import secure_filename
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# ATEapi_endpoint = "http://localhost:5000/predict"
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ATEapi_endpoint = "http://ate-api:5000/predict"
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# endpoint below to be used only for development purposes (don't need to run docker)
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# ATEapi_endpoint = "http://localhost:5000/predict"
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def do_izlusci(conllus, prepovedane_besede):
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tmp_file_path = ""
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@@ -1,6 +1,7 @@
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import datetime
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import json
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import os.path
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import traceback
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import peewee
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import asyncio
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@@ -92,6 +93,7 @@ def try_do_jobs_ateapi():
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[ex.submit(execute_ateapi_job, job) for job in unfinished_jobs]
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except Exception as e:
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print(f"Exception in try_do_jobs_ateapi")
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traceback.print_exc()
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finally:
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time.sleep(3)
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@@ -120,6 +122,7 @@ def try_do_jobs_classla():
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except Exception as e:
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print(f"Exception in try_do_jobs_classla")
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traceback.print_exc()
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finally:
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time.sleep(3)
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@@ -136,6 +139,7 @@ def try_do_jobs_doc2text():
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[ex.submit(execute_doc2text_job, job) for job in unfinished_jobs]
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except Exception as e:
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print(f"Exception in try_do_jobs_doc2text")
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traceback.print_exc()
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finally:
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time.sleep(3)
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@@ -163,9 +167,9 @@ def execute_doc2text_job(job: Job):
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jtype = job.job_type
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text = ""
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if jtype in [1, 12]:
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text = txt_utils.extract_text_prepResp(file)
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text, _ = txt_utils.extract_text_prepResp(file)
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elif jtype in [3, 32]:
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text = txt_utils.ocr_text_prepResp(file)
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text, _ = txt_utils.ocr_text_prepResp(file)
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if jtype in [1, 3]:
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job.job_output = text
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@@ -1,4 +1,4 @@
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from swagger_server import db_utils
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from swagger_server.utils import db_utils
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from swagger_server import util
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from flask import send_file
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@@ -2,8 +2,6 @@ import mariadb
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import os
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import sys
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database_info = {
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'database': os.environ.get("MDB_DATABASE", default="true"),
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'host': os.environ.get("MDB_HOST", default="true"),
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@@ -14,21 +12,21 @@ database_info = {
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cur = None
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# Connect to MariaDB Platform
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def get_files_by_udc(udc):
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ret = []
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ret = []
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try:
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try:
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conn = mariadb.connect(**database_info)
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cur = conn.cursor()
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#cur.execute(f'SELECT * from os2022_ngrams WHERE file_id = {file_id}')
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#cur.execute(f'SELECT COUNT(*) FROM os2022_ngrams')
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#ret = list(cur)
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# cur.execute(f'SELECT * from os2022_ngrams WHERE file_id = {file_id}')
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# cur.execute(f'SELECT COUNT(*) FROM os2022_ngrams')
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# ret = list(cur)
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except mariadb.Error as e:
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print(f"Error connecting to MariaDB Platform: {e}")
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return ret
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@@ -12,54 +12,74 @@ import magic
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tika_server = "http://tika2:9999/tika"
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# endpoint below to be used only for development purposes (don't need to run docker)
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# tika_server = "http://rsdo.lhrs.feri.um.si:9998/tika"
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def extract_text_prepResp(file, content_type=""):
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content_type = file.content_type
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if content_type is None:
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content_type = magic.from_file(file.stream.name, mime=True)
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content = ""
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if tika_responding():
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response = requests.put(tika_server, data=file, headers={"Accept": "text/plain; charset=UTF-8"})
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return response.text, 200
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if "openxmlformats-officedocument.wordprocessingml.document" in content_type:
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content = '\n'.join([p.text for p in docx.Document(file).paragraphs])
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elif "application/pdf" in content_type:
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reader = PdfReader(file)
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content = '\n'.join([p.extract_text() for p in reader.pages])
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content = content
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elif "text/xml" in content_type:
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root = ET.parse(file).getroot()
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plainText = root.findall('PlainText')
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if len(plainText) == 0:
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return "Didn't find anything in PlainText", 400
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content = '\n'.join([pt.text for pt in plainText])
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# elif "text/plain" in file.content_type:
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else:
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content = file.read().decode('utf-8')
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try:
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response = requests.put(tika_server, data=file, headers={"Accept": "text/plain; charset=UTF-8"})
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content = response.text
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except:
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content = "ERROR - something went wrong when reading file with tika"
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if content == "":
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if "openxmlformats-officedocument.wordprocessingml.document" in content_type:
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content = '\n'.join([p.text for p in docx.Document(file).paragraphs])
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elif "application/pdf" in content_type:
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reader = PdfReader(file)
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content = '\n'.join([p.extract_text() for p in reader.pages])
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content = content
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elif "text/xml" in content_type:
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root = ET.parse(file).getroot()
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plainText = root.findall('PlainText')
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if len(plainText) == 0:
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return "Didn't find anything in PlainText", 400
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content = '\n'.join([pt.text for pt in plainText])
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# elif "text/plain" in file.content_type:
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else:
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try:
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content = file.read().decode('utf-8')
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except:
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content = "ERROR - something went wrong when reading file with not-tika method!"
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return content, 200
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def ocr_text_prepResp(file):
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content = ""
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if tika_responding():
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response = requests.put(tika_server, data=file,
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headers={"X-Tika-PDFOcrStrategy": "ocr_only", "X-Tika-OCRLanguage": "slv+eng","Accept": "text/plain; charset=UTF-8"})
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return response.text, 200
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try:
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response = requests.put(tika_server, data=file,
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headers={"X-Tika-PDFOcrStrategy": "ocr_only", "X-Tika-OCRLanguage": "slv+eng",
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"Accept": "text/plain; charset=UTF-8"})
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content = response.text
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except:
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content = "ERROR - something went wrong when reading file with tika (OCR)"
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win_p = "C:/Program Files/Tesseract-OCR/tesseract.exe"
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if os.path.exists(win_p):
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pytesseract.pytesseract.tesseract_cmd = win_p
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if content == "":
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try:
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win_p = "C:/Program Files/Tesseract-OCR/tesseract.exe"
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if os.path.exists(win_p):
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pytesseract.pytesseract.tesseract_cmd = win_p
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# convert string data to numpy array
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file_bytes = np.fromstring(file.read(), np.uint8)
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# convert numpy array to image
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img = cv2.imdecode(file_bytes, cv2.IMREAD_COLOR)
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# convert string data to numpy array
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file_bytes = np.fromstring(file.read(), np.uint8)
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# convert numpy array to image
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img = cv2.imdecode(file_bytes, cv2.IMREAD_COLOR)
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conf = '-l eng+slv'
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return pytesseract.image_to_string(img, config=conf), 200
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conf = '-l eng+slv'
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content = pytesseract.image_to_string(img, config=conf)
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except:
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content = "ERROR - something went wrong when reading file with not-tika method! (OCR)"
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return content, 200
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def tika_responding():
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@@ -67,4 +87,4 @@ def tika_responding():
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ret = requests.get(tika_server)
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return ret.status_code == 200
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except:
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return False
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return False
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