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Delete save_data.py
Browse files- save_data.py +0 -140
save_data.py
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import os
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import numpy as np
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import json
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import shutil
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import requests
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import re as r
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from urllib.request import urlopen
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from datetime import datetime
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from datasets import Image
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from PIL import Image
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from huggingface_hub import Repository, upload_file
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HF_TOKEN = os.environ.get("HF_TOKEN")
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DATASET_NAME = "OCR-img-to-text"
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DATASET_REPO_URL = "https://huggingface.co/datasets/pragnakalp/OCR-img-to-text"
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DATA_FILENAME = "ocr_data.csv"
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DATA_FILE = os.path.join("ocr_data", DATA_FILENAME)
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DATASET_REPO_ID = "pragnakalp/OCR-img-to-text"
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print("is none?", HF_TOKEN is None)
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REPOSITORY_DIR = "data"
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LOCAL_DIR = 'data_local'
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os.makedirs(LOCAL_DIR,exist_ok=True)
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try:
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hf_hub_download(
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repo_id=DATASET_REPO_ID,
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filename=DATA_FILENAME,
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cache_dir=DATA_DIRNAME,
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force_filename=DATA_FILENAME
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)
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except:
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print("file not found")
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repo = Repository(
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local_dir="ocr_data", clone_from=DATASET_REPO_URL, use_auth_token=HF_TOKEN
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)
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repo.git_pull()
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def getIP():
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ip_address = ''
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try:
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d = str(urlopen('http://checkip.dyndns.com/')
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.read())
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return r.compile(r'Address: (\d+\.\d+\.\d+\.\d+)').search(d).group(1)
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except Exception as e:
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print("Error while getting IP address -->",e)
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return ip_address
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def get_location(ip_addr):
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location = {}
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try:
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ip=ip_addr
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req_data={
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"ip":ip,
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"token":"pkml123"
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}
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url = "https://demos.pragnakalp.com/get-ip-location"
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# req_data=json.dumps(req_data)
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# print("req_data",req_data)
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headers = {'Content-Type': 'application/json'}
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response = requests.request("POST", url, headers=headers, data=json.dumps(req_data))
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response = response.json()
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print("response======>>",response)
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return response
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except Exception as e:
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print("Error while getting location -->",e)
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return location
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"""
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Save generated details
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"""
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def dump_json(thing,file):
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with open(file,'w+',encoding="utf8") as f:
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json.dump(thing,f)
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def flag(Method,text_output,input_image):
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print("saving data------------------------")
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# try:
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adversarial_number = 0
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adversarial_number = 0 if None else adversarial_number
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ip_address= getIP()
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print("ip_address :",ip_address)
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location = get_location(ip_address)
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print("location :",location)
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metadata_name = datetime.now().strftime('%Y-%m-%d %H-%M-%S')
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SAVE_FILE_DIR = os.path.join(LOCAL_DIR,metadata_name)
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os.makedirs(SAVE_FILE_DIR,exist_ok=True)
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image_output_filename = os.path.join(SAVE_FILE_DIR,'image.png')
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print("image_output_filename :",image_output_filename)
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print(input_image)
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try:
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Image.fromarray(input_image).save(image_output_filename)
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# input_image.save(image_output_filename)
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except Exception:
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raise Exception(f"Had issues saving np array image to file")
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# Write metadata.json to file
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json_file_path = os.path.join(SAVE_FILE_DIR,'metadata.jsonl')
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metadata= {'id':metadata_name,'method':Method,'file_name':'image.png',
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'generated_text':text_output,'ip':ip_address, 'location':location
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}
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dump_json(metadata,json_file_path)
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# Simply upload the image file and metadata using the hub's upload_file
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# Upload the image
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repo_image_path = os.path.join(REPOSITORY_DIR,os.path.join(metadata_name,'image.png'))
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_ = upload_file(path_or_fileobj = image_output_filename,
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path_in_repo =repo_image_path,
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repo_id=DATASET_REPO_ID,
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repo_type='dataset',
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token=HF_TOKEN
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)
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# Upload the metadata
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repo_json_path = os.path.join(REPOSITORY_DIR,os.path.join(metadata_name,'metadata.jsonl'))
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_ = upload_file(path_or_fileobj = json_file_path,
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path_in_repo =repo_json_path,
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repo_id= DATASET_REPO_ID,
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repo_type='dataset',
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token=HF_TOKEN
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)
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adversarial_number+=1
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repo.git_pull()
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url = 'http://pragnakalpdev35.pythonanywhere.com/HF_space_image_to_text'
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myobj = {'Method': Method,'text_output':text_output,'img':input_image.tolist(),'ip_address':ip_address, 'loc':location}
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x = requests.post(url, json = myobj)
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print("mail status code",x.status_code)
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return "*****Logs save successfully!!!!"
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