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Creating a project

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Files changed (14) hide show
  1. .gitignore +2 -0
  2. requirements.txt +11 -0
  3. src/backend/__init__.py +0 -0
  4. src/backend/__pycache__/__init__.cpython-313.pyc +0 -0
  5. src/backend/__pycache__/dataset.cpython-313.pyc +0 -0
  6. src/backend/data/images_dataset.csv +0 -0
  7. src/backend/dataset.py +18 -0
  8. src/database/__pycache__/pinecone_index.cpython-313.pyc +0 -0
  9. src/database/pinecone_index.py +75 -0
  10. src/database/tempCodeRunnerFile.py +4 -0
  11. src/frontend/app.py +28 -0
  12. src/logs/image_search.log +558 -0
  13. src/utils/__pycache__/logger.cpython-313.pyc +0 -0
  14. src/utils/logger.py +35 -0
.gitignore ADDED
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+ .env
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+ .venv
requirements.txt ADDED
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+ streamlit
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+ requests
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+ Pillow
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+ pandas
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+ fastapi[standard]
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+ pinecone
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+ transformers
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+ torch
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+ torchvision
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+ torchaudio
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+ dotenv
src/backend/__init__.py ADDED
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src/backend/__pycache__/__init__.cpython-313.pyc ADDED
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src/backend/__pycache__/dataset.cpython-313.pyc ADDED
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src/backend/data/images_dataset.csv ADDED
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src/backend/dataset.py ADDED
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+ import pandas as pd
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+ import requests
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+ from PIL import Image
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+
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+ file_name='src/backend/data/images_dataset.csv'
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+
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+ def get_df(start_index,end_index):
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+ data=pd.read_csv(file_name)
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+ final_df=data[["photo_id","photo_image_url"]]
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+ df = final_df[start_index:end_index]
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+ return df
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+
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+
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+
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+ def get_image_from_url(url):
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+ request = requests.get(url,stream=True).raw
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+ image=Image.open(request)
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+ return image
src/database/__pycache__/pinecone_index.cpython-313.pyc ADDED
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src/database/pinecone_index.py ADDED
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+ import os
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+ import sys
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+ src_directory = os.path.abspath(os.path.join(os.path.dirname(__file__), "../..", "src"))
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+ sys.path.append(src_directory)
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+ from pinecone import Pinecone, ServerlessSpec
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+
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+ import time
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+ from transformers import AutoProcessor ,CLIPModel
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+ from backend import dataset
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+ from utils import logger
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+ from dotenv import load_dotenv
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+
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+ logger = logger.get_logger()
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+
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+ model = CLIPModel.from_pretrained("openai/clip-vit-base-patch32")
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+ processor = AutoProcessor.from_pretrained("openai/clip-vit-base-patch32")
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+
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+
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+ def create_index():
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+ load_dotenv()
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+ api_key=os.environ.get("api_key")
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+ pc = Pinecone(api_key=api_key)
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+
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+ index_name = "image-search"
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+ dimension = 512
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+ metric = "cosine"
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+
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+ if not pc.has_index(index_name):
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+ pc.create_index(
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+ name=index_name,
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+ dimension=dimension,
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+ metric=metric,
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+ spec=ServerlessSpec(
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+ cloud="aws",
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+ region="us-east-1"
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+ )
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+ )
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+
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+ while True:
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+ index = pc.describe_index(index_name)
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+ if index.status.get("ready",False):
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+ unsplash_index = pc.Index(index_name)
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+ return unsplash_index
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+ else:
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+ time.sleep(1)
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+ else:
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+ unsplash_index=pc.Index(index_name)
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+ return unsplash_index
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+
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+ def add_data_to_database(data_frame):
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+ unsplash_index = create_index()
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+ for _,data in data_frame.iterrows():
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+ logger.info("Adding embedding")
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+ url= data["photo_image_url"]
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+ img = dataset.get_image_from_url(url)
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+ url = data["photo_image_url"]
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+ id = data['photo_id']
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+ inputs = processor(images=img, return_tensors="pt")
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+ image_features = model.get_image_features(**inputs)
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+ embddings = image_features.detach().cpu().numpy().flatten().tolist()
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+
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+ unsplash_index.upsert(
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+ vectors=[{
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+ "id":id,
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+ "values":embddings,
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+ "metadata": {
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+ "url": url,
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+ "photo_id": id
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+ }
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+ } ],
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+ namespace="image-search-dataset"
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+ )
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+ logger.info("Successfully added image to Pinecone index.")
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+ df = dataset.get_df(3200,3500)
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+ add_data_to_database(df)
src/database/tempCodeRunnerFile.py ADDED
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+ import os
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+ import sys
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+ src_directory = os.path.abspath(os.path.join(os.path.dirname(__file__), "../..", "src"))
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+ sys.path.append(src_directory)
src/frontend/app.py ADDED
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+ import os
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+ import sys
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+ src_directory = os.path.abspath(os.path.join(os.path.dirname(__file__), "../..", "src"))
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+ sys.path.append(src_directory)
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+ import streamlit as st
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+ from utils import logger
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+ from database import pinecone_index
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+ # from model.clip_model import ClipModel
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+ # from data import data_set
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+
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+ logger = logger.get_logger()
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+
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+ PAGE_TITLE = "Clip Search"
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+ PAGE_LAYOUT = "wide"
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+ SIDEBAR_TITLE = "Find Similar Images"
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+ PHOTO_ID_KEY = "photo_id"
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+ IMAGE_URL_KEY = "photo_image_url"
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+ PINECONE_INDEX = pinecone_index.get_index()
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+
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+ def setup_page():
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+ st.set_page_config(page_title=PAGE_TITLE, layout=PAGE_LAYOUT)
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+ st.markdown(f"""
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+ <h1 style='color:darkblue; text-align:center; font-size:32px; margin-top:-10px;'>
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+ <i>{PAGE_TITLE} 🔍📸</i>
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+ </h1>
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+ """, unsafe_allow_html=True)
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+ # st.toast("✨ Welcome to Look-a-Like: The Ultimate Image Finder! Start searching now. 🔍")
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+ logger.info(f"Page successfully configured with title: {PAGE_TITLE}")
src/logs/image_search.log ADDED
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+ 2025-03-01 13:49 - INFO - Adding embedding
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+ 2025-03-01 13:49 - INFO - Successfully added image to Pinecone index.
211
+ 2025-03-01 13:49 - INFO - Adding embedding
212
+ 2025-03-01 13:49 - INFO - Successfully added image to Pinecone index.
213
+ 2025-03-01 13:49 - INFO - Adding embedding
214
+ 2025-03-01 13:50 - INFO - Successfully added image to Pinecone index.
215
+ 2025-03-01 13:50 - INFO - Adding embedding
216
+ 2025-03-01 13:50 - INFO - Successfully added image to Pinecone index.
217
+ 2025-03-01 13:50 - INFO - Adding embedding
218
+ 2025-03-01 13:50 - INFO - Successfully added image to Pinecone index.
219
+ 2025-03-01 13:50 - INFO - Adding embedding
220
+ 2025-03-01 13:50 - INFO - Successfully added image to Pinecone index.
221
+ 2025-03-01 13:50 - INFO - Adding embedding
222
+ 2025-03-01 13:50 - INFO - Successfully added image to Pinecone index.
223
+ 2025-03-01 13:58 - INFO - Adding embedding
224
+ 2025-03-01 13:58 - INFO - Successfully added image to Pinecone index.
225
+ 2025-03-01 13:58 - INFO - Adding embedding
226
+ 2025-03-01 13:58 - INFO - Successfully added image to Pinecone index.
227
+ 2025-03-01 13:58 - INFO - Adding embedding
228
+ 2025-03-01 13:59 - INFO - Successfully added image to Pinecone index.
229
+ 2025-03-01 13:59 - INFO - Adding embedding
230
+ 2025-03-01 13:59 - INFO - Successfully added image to Pinecone index.
231
+ 2025-03-01 13:59 - INFO - Adding embedding
232
+ 2025-03-01 14:01 - INFO - Successfully added image to Pinecone index.
233
+ 2025-03-01 14:01 - INFO - Adding embedding
234
+ 2025-03-01 14:01 - INFO - Successfully added image to Pinecone index.
235
+ 2025-03-01 14:01 - INFO - Adding embedding
236
+ 2025-03-01 14:01 - INFO - Successfully added image to Pinecone index.
237
+ 2025-03-01 14:01 - INFO - Adding embedding
238
+ 2025-03-01 14:01 - INFO - Successfully added image to Pinecone index.
239
+ 2025-03-01 14:01 - INFO - Adding embedding
240
+ 2025-03-01 14:02 - INFO - Successfully added image to Pinecone index.
241
+ 2025-03-01 14:02 - INFO - Adding embedding
242
+ 2025-03-01 14:02 - INFO - Successfully added image to Pinecone index.
243
+ 2025-03-01 14:02 - INFO - Adding embedding
244
+ 2025-03-01 14:02 - INFO - Successfully added image to Pinecone index.
245
+ 2025-03-01 14:02 - INFO - Adding embedding
246
+ 2025-03-01 14:02 - INFO - Successfully added image to Pinecone index.
247
+ 2025-03-01 14:02 - INFO - Adding embedding
248
+ 2025-03-01 14:03 - INFO - Successfully added image to Pinecone index.
249
+ 2025-03-01 14:03 - INFO - Adding embedding
250
+ 2025-03-01 14:03 - INFO - Successfully added image to Pinecone index.
251
+ 2025-03-01 14:03 - INFO - Adding embedding
252
+ 2025-03-01 14:03 - INFO - Successfully added image to Pinecone index.
253
+ 2025-03-01 14:03 - INFO - Adding embedding
254
+ 2025-03-01 14:03 - INFO - Successfully added image to Pinecone index.
255
+ 2025-03-01 14:03 - INFO - Adding embedding
256
+ 2025-03-01 14:04 - INFO - Successfully added image to Pinecone index.
257
+ 2025-03-01 14:04 - INFO - Adding embedding
258
+ 2025-03-01 14:04 - INFO - Successfully added image to Pinecone index.
259
+ 2025-03-01 14:04 - INFO - Adding embedding
260
+ 2025-03-01 14:04 - INFO - Successfully added image to Pinecone index.
261
+ 2025-03-01 14:04 - INFO - Adding embedding
262
+ 2025-03-01 14:04 - INFO - Successfully added image to Pinecone index.
263
+ 2025-03-01 14:04 - INFO - Adding embedding
264
+ 2025-03-01 14:05 - INFO - Successfully added image to Pinecone index.
265
+ 2025-03-01 14:05 - INFO - Adding embedding
266
+ 2025-03-01 14:05 - INFO - Successfully added image to Pinecone index.
267
+ 2025-03-01 14:05 - INFO - Adding embedding
268
+ 2025-03-01 14:05 - INFO - Successfully added image to Pinecone index.
269
+ 2025-03-01 14:05 - INFO - Adding embedding
270
+ 2025-03-01 14:06 - INFO - Successfully added image to Pinecone index.
271
+ 2025-03-01 14:06 - INFO - Adding embedding
272
+ 2025-03-01 14:06 - INFO - Successfully added image to Pinecone index.
273
+ 2025-03-01 14:06 - INFO - Adding embedding
274
+ 2025-03-01 14:06 - INFO - Successfully added image to Pinecone index.
275
+ 2025-03-01 14:06 - INFO - Adding embedding
276
+ 2025-03-01 14:07 - INFO - Successfully added image to Pinecone index.
277
+ 2025-03-01 14:07 - INFO - Adding embedding
278
+ 2025-03-01 14:07 - INFO - Successfully added image to Pinecone index.
279
+ 2025-03-01 14:07 - INFO - Adding embedding
280
+ 2025-03-01 14:07 - INFO - Successfully added image to Pinecone index.
281
+ 2025-03-01 14:07 - INFO - Adding embedding
282
+ 2025-03-01 14:07 - INFO - Successfully added image to Pinecone index.
283
+ 2025-03-01 14:07 - INFO - Adding embedding
284
+ 2025-03-01 14:08 - INFO - Successfully added image to Pinecone index.
285
+ 2025-03-01 14:08 - INFO - Adding embedding
286
+ 2025-03-01 14:08 - INFO - Successfully added image to Pinecone index.
287
+ 2025-03-01 14:08 - INFO - Adding embedding
288
+ 2025-03-01 14:08 - INFO - Successfully added image to Pinecone index.
289
+ 2025-03-01 14:08 - INFO - Adding embedding
290
+ 2025-03-01 14:08 - INFO - Successfully added image to Pinecone index.
291
+ 2025-03-01 14:08 - INFO - Adding embedding
292
+ 2025-03-01 14:08 - INFO - Successfully added image to Pinecone index.
293
+ 2025-03-01 14:08 - INFO - Adding embedding
294
+ 2025-03-01 14:08 - INFO - Successfully added image to Pinecone index.
295
+ 2025-03-01 14:08 - INFO - Adding embedding
296
+ 2025-03-01 14:09 - INFO - Successfully added image to Pinecone index.
297
+ 2025-03-01 14:09 - INFO - Adding embedding
298
+ 2025-03-01 14:09 - INFO - Successfully added image to Pinecone index.
299
+ 2025-03-01 14:09 - INFO - Adding embedding
300
+ 2025-03-01 14:09 - INFO - Successfully added image to Pinecone index.
301
+ 2025-03-01 14:09 - INFO - Adding embedding
302
+ 2025-03-01 14:09 - INFO - Successfully added image to Pinecone index.
303
+ 2025-03-01 14:09 - INFO - Adding embedding
304
+ 2025-03-01 14:09 - INFO - Successfully added image to Pinecone index.
305
+ 2025-03-01 14:09 - INFO - Adding embedding
306
+ 2025-03-01 14:10 - INFO - Successfully added image to Pinecone index.
307
+ 2025-03-01 14:10 - INFO - Adding embedding
308
+ 2025-03-01 14:10 - INFO - Successfully added image to Pinecone index.
309
+ 2025-03-01 14:10 - INFO - Adding embedding
310
+ 2025-03-01 14:10 - INFO - Successfully added image to Pinecone index.
311
+ 2025-03-01 14:10 - INFO - Adding embedding
312
+ 2025-03-01 14:11 - INFO - Successfully added image to Pinecone index.
313
+ 2025-03-01 14:11 - INFO - Adding embedding
314
+ 2025-03-01 14:11 - INFO - Successfully added image to Pinecone index.
315
+ 2025-03-01 14:11 - INFO - Adding embedding
316
+ 2025-03-01 14:11 - INFO - Successfully added image to Pinecone index.
317
+ 2025-03-01 14:11 - INFO - Adding embedding
318
+ 2025-03-01 14:11 - INFO - Successfully added image to Pinecone index.
319
+ 2025-03-01 14:11 - INFO - Adding embedding
320
+ 2025-03-01 14:12 - INFO - Successfully added image to Pinecone index.
321
+ 2025-03-01 14:12 - INFO - Adding embedding
322
+ 2025-03-01 14:12 - INFO - Successfully added image to Pinecone index.
323
+ 2025-03-01 14:12 - INFO - Adding embedding
324
+ 2025-03-01 14:12 - INFO - Successfully added image to Pinecone index.
325
+ 2025-03-01 14:12 - INFO - Adding embedding
326
+ 2025-03-01 14:13 - INFO - Successfully added image to Pinecone index.
327
+ 2025-03-01 14:13 - INFO - Adding embedding
328
+ 2025-03-01 14:13 - INFO - Successfully added image to Pinecone index.
329
+ 2025-03-01 14:13 - INFO - Adding embedding
330
+ 2025-03-01 14:13 - INFO - Successfully added image to Pinecone index.
331
+ 2025-03-01 14:13 - INFO - Adding embedding
332
+ 2025-03-01 14:13 - INFO - Successfully added image to Pinecone index.
333
+ 2025-03-01 14:13 - INFO - Adding embedding
334
+ 2025-03-01 14:13 - INFO - Successfully added image to Pinecone index.
335
+ 2025-03-01 14:13 - INFO - Adding embedding
336
+ 2025-03-01 14:14 - INFO - Successfully added image to Pinecone index.
337
+ 2025-03-01 14:14 - INFO - Adding embedding
338
+ 2025-03-01 14:14 - INFO - Successfully added image to Pinecone index.
339
+ 2025-03-01 14:14 - INFO - Adding embedding
340
+ 2025-03-01 14:14 - INFO - Successfully added image to Pinecone index.
341
+ 2025-03-01 14:14 - INFO - Adding embedding
342
+ 2025-03-01 14:14 - INFO - Successfully added image to Pinecone index.
343
+ 2025-03-01 14:14 - INFO - Adding embedding
344
+ 2025-03-01 14:14 - INFO - Successfully added image to Pinecone index.
345
+ 2025-03-01 14:14 - INFO - Adding embedding
346
+ 2025-03-01 14:15 - INFO - Successfully added image to Pinecone index.
347
+ 2025-03-01 14:15 - INFO - Adding embedding
348
+ 2025-03-01 14:15 - INFO - Successfully added image to Pinecone index.
349
+ 2025-03-01 14:15 - INFO - Adding embedding
350
+ 2025-03-01 14:15 - INFO - Successfully added image to Pinecone index.
351
+ 2025-03-01 14:15 - INFO - Adding embedding
352
+ 2025-03-01 14:15 - INFO - Successfully added image to Pinecone index.
353
+ 2025-03-01 14:15 - INFO - Adding embedding
354
+ 2025-03-01 14:15 - INFO - Successfully added image to Pinecone index.
355
+ 2025-03-01 14:15 - INFO - Adding embedding
356
+ 2025-03-01 14:15 - INFO - Successfully added image to Pinecone index.
357
+ 2025-03-01 14:15 - INFO - Adding embedding
358
+ 2025-03-01 14:15 - INFO - Successfully added image to Pinecone index.
359
+ 2025-03-01 14:15 - INFO - Adding embedding
360
+ 2025-03-01 14:16 - INFO - Successfully added image to Pinecone index.
361
+ 2025-03-01 14:16 - INFO - Adding embedding
362
+ 2025-03-01 14:16 - INFO - Successfully added image to Pinecone index.
363
+ 2025-03-01 14:16 - INFO - Adding embedding
364
+ 2025-03-01 14:16 - INFO - Successfully added image to Pinecone index.
365
+ 2025-03-01 14:16 - INFO - Adding embedding
366
+ 2025-03-01 14:16 - INFO - Successfully added image to Pinecone index.
367
+ 2025-03-01 14:16 - INFO - Adding embedding
368
+ 2025-03-01 14:17 - INFO - Successfully added image to Pinecone index.
369
+ 2025-03-01 14:17 - INFO - Adding embedding
370
+ 2025-03-01 14:17 - INFO - Successfully added image to Pinecone index.
371
+ 2025-03-01 14:17 - INFO - Adding embedding
372
+ 2025-03-01 14:17 - INFO - Successfully added image to Pinecone index.
373
+ 2025-03-01 14:17 - INFO - Adding embedding
374
+ 2025-03-01 14:17 - INFO - Successfully added image to Pinecone index.
375
+ 2025-03-01 14:17 - INFO - Adding embedding
376
+ 2025-03-01 14:17 - INFO - Successfully added image to Pinecone index.
377
+ 2025-03-01 14:17 - INFO - Adding embedding
378
+ 2025-03-01 14:17 - INFO - Successfully added image to Pinecone index.
379
+ 2025-03-01 14:17 - INFO - Adding embedding
380
+ 2025-03-01 14:17 - INFO - Successfully added image to Pinecone index.
381
+ 2025-03-01 14:17 - INFO - Adding embedding
382
+ 2025-03-01 14:18 - INFO - Successfully added image to Pinecone index.
383
+ 2025-03-01 14:18 - INFO - Adding embedding
384
+ 2025-03-01 14:18 - INFO - Successfully added image to Pinecone index.
385
+ 2025-03-01 14:18 - INFO - Adding embedding
386
+ 2025-03-01 14:18 - INFO - Successfully added image to Pinecone index.
387
+ 2025-03-01 14:18 - INFO - Adding embedding
388
+ 2025-03-01 14:19 - INFO - Successfully added image to Pinecone index.
389
+ 2025-03-01 14:19 - INFO - Adding embedding
390
+ 2025-03-01 14:19 - INFO - Successfully added image to Pinecone index.
391
+ 2025-03-01 14:19 - INFO - Adding embedding
392
+ 2025-03-01 14:20 - INFO - Successfully added image to Pinecone index.
393
+ 2025-03-01 14:20 - INFO - Adding embedding
394
+ 2025-03-01 14:20 - INFO - Successfully added image to Pinecone index.
395
+ 2025-03-01 14:20 - INFO - Adding embedding
396
+ 2025-03-01 14:20 - INFO - Successfully added image to Pinecone index.
397
+ 2025-03-01 14:20 - INFO - Adding embedding
398
+ 2025-03-01 14:21 - INFO - Successfully added image to Pinecone index.
399
+ 2025-03-01 14:21 - INFO - Adding embedding
400
+ 2025-03-01 14:21 - INFO - Successfully added image to Pinecone index.
401
+ 2025-03-01 14:21 - INFO - Adding embedding
402
+ 2025-03-01 14:21 - INFO - Successfully added image to Pinecone index.
403
+ 2025-03-01 14:21 - INFO - Adding embedding
404
+ 2025-03-01 14:21 - INFO - Successfully added image to Pinecone index.
405
+ 2025-03-01 14:21 - INFO - Adding embedding
406
+ 2025-03-01 14:21 - INFO - Successfully added image to Pinecone index.
407
+ 2025-03-01 14:21 - INFO - Adding embedding
408
+ 2025-03-01 14:22 - INFO - Successfully added image to Pinecone index.
409
+ 2025-03-01 14:22 - INFO - Adding embedding
410
+ 2025-03-01 14:22 - INFO - Successfully added image to Pinecone index.
411
+ 2025-03-01 14:22 - INFO - Adding embedding
412
+ 2025-03-01 14:23 - INFO - Successfully added image to Pinecone index.
413
+ 2025-03-01 14:23 - INFO - Adding embedding
414
+ 2025-03-01 14:23 - INFO - Successfully added image to Pinecone index.
415
+ 2025-03-01 14:23 - INFO - Adding embedding
416
+ 2025-03-01 14:23 - INFO - Successfully added image to Pinecone index.
417
+ 2025-03-01 14:23 - INFO - Adding embedding
418
+ 2025-03-01 14:23 - INFO - Successfully added image to Pinecone index.
419
+ 2025-03-01 14:23 - INFO - Adding embedding
420
+ 2025-03-01 14:24 - INFO - Successfully added image to Pinecone index.
421
+ 2025-03-01 14:24 - INFO - Adding embedding
422
+ 2025-03-01 14:24 - INFO - Successfully added image to Pinecone index.
423
+ 2025-03-01 14:24 - INFO - Adding embedding
424
+ 2025-03-01 14:24 - INFO - Successfully added image to Pinecone index.
425
+ 2025-03-01 14:24 - INFO - Adding embedding
426
+ 2025-03-01 14:25 - INFO - Successfully added image to Pinecone index.
427
+ 2025-03-01 14:25 - INFO - Adding embedding
428
+ 2025-03-01 14:25 - INFO - Successfully added image to Pinecone index.
429
+ 2025-03-01 14:25 - INFO - Adding embedding
430
+ 2025-03-01 14:25 - INFO - Successfully added image to Pinecone index.
431
+ 2025-03-01 14:25 - INFO - Adding embedding
432
+ 2025-03-01 14:25 - INFO - Successfully added image to Pinecone index.
433
+ 2025-03-01 14:25 - INFO - Adding embedding
434
+ 2025-03-01 14:25 - INFO - Successfully added image to Pinecone index.
435
+ 2025-03-01 14:25 - INFO - Adding embedding
436
+ 2025-03-01 14:26 - INFO - Successfully added image to Pinecone index.
437
+ 2025-03-01 14:26 - INFO - Adding embedding
438
+ 2025-03-01 14:26 - INFO - Successfully added image to Pinecone index.
439
+ 2025-03-01 14:26 - INFO - Adding embedding
440
+ 2025-03-01 14:26 - INFO - Successfully added image to Pinecone index.
441
+ 2025-03-01 14:26 - INFO - Adding embedding
442
+ 2025-03-01 14:26 - INFO - Successfully added image to Pinecone index.
443
+ 2025-03-01 14:26 - INFO - Adding embedding
444
+ 2025-03-01 14:27 - INFO - Successfully added image to Pinecone index.
445
+ 2025-03-01 14:27 - INFO - Adding embedding
446
+ 2025-03-01 14:27 - INFO - Successfully added image to Pinecone index.
447
+ 2025-03-01 14:27 - INFO - Adding embedding
448
+ 2025-03-01 14:27 - INFO - Successfully added image to Pinecone index.
449
+ 2025-03-01 14:27 - INFO - Adding embedding
450
+ 2025-03-01 14:27 - INFO - Successfully added image to Pinecone index.
451
+ 2025-03-01 14:27 - INFO - Adding embedding
452
+ 2025-03-01 14:27 - INFO - Successfully added image to Pinecone index.
453
+ 2025-03-01 14:27 - INFO - Adding embedding
454
+ 2025-03-01 14:28 - INFO - Successfully added image to Pinecone index.
455
+ 2025-03-01 14:28 - INFO - Adding embedding
456
+ 2025-03-01 14:28 - INFO - Successfully added image to Pinecone index.
457
+ 2025-03-01 14:28 - INFO - Adding embedding
458
+ 2025-03-01 14:28 - INFO - Successfully added image to Pinecone index.
459
+ 2025-03-01 14:28 - INFO - Adding embedding
460
+ 2025-03-01 14:29 - INFO - Successfully added image to Pinecone index.
461
+ 2025-03-01 14:29 - INFO - Adding embedding
462
+ 2025-03-01 14:29 - INFO - Successfully added image to Pinecone index.
463
+ 2025-03-01 14:29 - INFO - Adding embedding
464
+ 2025-03-01 14:42 - INFO - Adding embedding
465
+ 2025-03-01 14:43 - INFO - Successfully added image to Pinecone index.
466
+ 2025-03-01 14:43 - INFO - Adding embedding
467
+ 2025-03-01 14:43 - INFO - Successfully added image to Pinecone index.
468
+ 2025-03-01 14:43 - INFO - Adding embedding
469
+ 2025-03-01 14:43 - INFO - Successfully added image to Pinecone index.
470
+ 2025-03-01 14:43 - INFO - Adding embedding
471
+ 2025-03-01 14:43 - INFO - Successfully added image to Pinecone index.
472
+ 2025-03-01 14:43 - INFO - Adding embedding
473
+ 2025-03-01 14:43 - INFO - Successfully added image to Pinecone index.
474
+ 2025-03-01 14:43 - INFO - Adding embedding
475
+ 2025-03-01 14:43 - INFO - Successfully added image to Pinecone index.
476
+ 2025-03-01 14:43 - INFO - Adding embedding
477
+ 2025-03-01 14:44 - INFO - Successfully added image to Pinecone index.
478
+ 2025-03-01 14:44 - INFO - Adding embedding
479
+ 2025-03-01 14:44 - INFO - Successfully added image to Pinecone index.
480
+ 2025-03-01 14:44 - INFO - Adding embedding
481
+ 2025-03-01 14:44 - INFO - Successfully added image to Pinecone index.
482
+ 2025-03-01 14:44 - INFO - Adding embedding
483
+ 2025-03-01 14:44 - INFO - Successfully added image to Pinecone index.
484
+ 2025-03-01 14:44 - INFO - Adding embedding
485
+ 2025-03-01 14:44 - INFO - Successfully added image to Pinecone index.
486
+ 2025-03-01 14:44 - INFO - Adding embedding
487
+ 2025-03-01 14:44 - INFO - Successfully added image to Pinecone index.
488
+ 2025-03-01 14:44 - INFO - Adding embedding
489
+ 2025-03-01 14:44 - INFO - Successfully added image to Pinecone index.
490
+ 2025-03-01 14:44 - INFO - Adding embedding
491
+ 2025-03-01 14:44 - INFO - Successfully added image to Pinecone index.
492
+ 2025-03-01 14:44 - INFO - Adding embedding
493
+ 2025-03-01 14:45 - INFO - Successfully added image to Pinecone index.
494
+ 2025-03-01 14:45 - INFO - Adding embedding
495
+ 2025-03-01 14:45 - INFO - Successfully added image to Pinecone index.
496
+ 2025-03-01 14:45 - INFO - Adding embedding
497
+ 2025-03-01 14:45 - INFO - Successfully added image to Pinecone index.
498
+ 2025-03-01 14:45 - INFO - Adding embedding
499
+ 2025-03-01 14:45 - INFO - Successfully added image to Pinecone index.
500
+ 2025-03-01 14:45 - INFO - Adding embedding
501
+ 2025-03-01 14:45 - INFO - Successfully added image to Pinecone index.
502
+ 2025-03-01 14:45 - INFO - Adding embedding
503
+ 2025-03-01 14:45 - INFO - Successfully added image to Pinecone index.
504
+ 2025-03-01 14:45 - INFO - Adding embedding
505
+ 2025-03-01 14:46 - INFO - Successfully added image to Pinecone index.
506
+ 2025-03-01 14:46 - INFO - Adding embedding
507
+ 2025-03-01 14:46 - INFO - Successfully added image to Pinecone index.
508
+ 2025-03-01 14:46 - INFO - Adding embedding
509
+ 2025-03-01 14:46 - INFO - Successfully added image to Pinecone index.
510
+ 2025-03-01 14:46 - INFO - Adding embedding
511
+ 2025-03-01 14:46 - INFO - Successfully added image to Pinecone index.
512
+ 2025-03-01 14:46 - INFO - Adding embedding
513
+ 2025-03-01 14:46 - INFO - Successfully added image to Pinecone index.
514
+ 2025-03-01 14:46 - INFO - Adding embedding
515
+ 2025-03-01 14:47 - INFO - Successfully added image to Pinecone index.
516
+ 2025-03-01 14:47 - INFO - Adding embedding
517
+ 2025-03-01 14:47 - INFO - Successfully added image to Pinecone index.
518
+ 2025-03-01 14:47 - INFO - Adding embedding
519
+ 2025-03-01 14:47 - INFO - Successfully added image to Pinecone index.
520
+ 2025-03-01 14:47 - INFO - Adding embedding
521
+ 2025-03-01 14:47 - INFO - Successfully added image to Pinecone index.
522
+ 2025-03-01 14:47 - INFO - Adding embedding
523
+ 2025-03-01 14:47 - INFO - Successfully added image to Pinecone index.
524
+ 2025-03-01 14:47 - INFO - Adding embedding
525
+ 2025-03-01 14:48 - INFO - Successfully added image to Pinecone index.
526
+ 2025-03-01 14:48 - INFO - Adding embedding
527
+ 2025-03-01 14:48 - INFO - Successfully added image to Pinecone index.
528
+ 2025-03-01 14:48 - INFO - Adding embedding
529
+ 2025-03-01 14:48 - INFO - Successfully added image to Pinecone index.
530
+ 2025-03-01 14:48 - INFO - Adding embedding
531
+ 2025-03-01 14:48 - INFO - Successfully added image to Pinecone index.
532
+ 2025-03-01 14:48 - INFO - Adding embedding
533
+ 2025-03-01 14:48 - INFO - Successfully added image to Pinecone index.
534
+ 2025-03-01 14:48 - INFO - Adding embedding
535
+ 2025-03-01 14:48 - INFO - Successfully added image to Pinecone index.
536
+ 2025-03-01 14:48 - INFO - Adding embedding
537
+ 2025-03-01 14:49 - INFO - Successfully added image to Pinecone index.
538
+ 2025-03-01 14:49 - INFO - Adding embedding
539
+ 2025-03-01 14:49 - INFO - Successfully added image to Pinecone index.
540
+ 2025-03-01 14:49 - INFO - Adding embedding
541
+ 2025-03-01 14:49 - INFO - Successfully added image to Pinecone index.
542
+ 2025-03-01 14:49 - INFO - Adding embedding
543
+ 2025-03-01 14:49 - INFO - Successfully added image to Pinecone index.
544
+ 2025-03-01 14:49 - INFO - Adding embedding
545
+ 2025-03-01 14:49 - INFO - Successfully added image to Pinecone index.
546
+ 2025-03-01 14:49 - INFO - Adding embedding
547
+ 2025-03-01 14:49 - INFO - Successfully added image to Pinecone index.
548
+ 2025-03-01 14:49 - INFO - Adding embedding
549
+ 2025-03-01 14:50 - INFO - Successfully added image to Pinecone index.
550
+ 2025-03-01 14:50 - INFO - Adding embedding
551
+ 2025-03-01 14:50 - INFO - Successfully added image to Pinecone index.
552
+ 2025-03-01 14:50 - INFO - Adding embedding
553
+ 2025-03-01 14:50 - INFO - Successfully added image to Pinecone index.
554
+ 2025-03-01 14:50 - INFO - Adding embedding
555
+ 2025-03-01 14:50 - INFO - Successfully added image to Pinecone index.
556
+ 2025-03-01 14:50 - INFO - Adding embedding
557
+ 2025-03-01 14:50 - INFO - Successfully added image to Pinecone index.
558
+ 2025-03-01 14:50 - INFO - Adding embedding
src/utils/__pycache__/logger.cpython-313.pyc ADDED
Binary file (1.79 kB). View file
 
src/utils/logger.py ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ import logging
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+ from logging.handlers import RotatingFileHandler
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+ import os
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+
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+ log_file = 'image_search.log'
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+ log_dir = 'src/logs'
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+ log_level=logging.INFO
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+
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+ def get_logger( ):
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+
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+ if not os.path.exists(log_dir):
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+ os.makedirs(log_dir)
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+
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+ log_file_path = os.path.join(log_dir, log_file)
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+
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+ logger = logging.getLogger(__name__)
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+
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+ if not logger.hasHandlers():
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+ logger.setLevel(log_level)
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+
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+ console_handler = logging.StreamHandler()
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+ console_handler.setLevel(logging.DEBUG)
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+
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+ file_handler = RotatingFileHandler(log_file_path, maxBytes=5*1024*1024, backupCount=3)
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+ file_handler.setLevel(logging.INFO)
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+
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+ log_format = '%(asctime)s - %(levelname)s - %(message)s'
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+ formatter = logging.Formatter(log_format, datefmt='%Y-%m-%d %H:%M')
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+ console_handler.setFormatter(formatter)
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+ file_handler.setFormatter(formatter)
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+
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+ logger.addHandler(console_handler)
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+ logger.addHandler(file_handler)
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+
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+ return logger