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Update app.py
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app.py
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@@ -3,28 +3,69 @@ import pandas as pd
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from PIL import Image
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import os
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import uuid
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# Create a directory to store the images
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image_directory = "images"
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os.makedirs(image_directory, exist_ok=True)
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# Initialize an empty list to store the data
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data = []
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def describe_image(image, filename, description, copyright):
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global data
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data_df = pd.DataFrame(data)
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iface = gr.Interface(
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fn=describe_image,
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@@ -34,7 +75,7 @@ iface = gr.Interface(
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"text",
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"text"
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],
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outputs=gr.Info("Data saved successfully"),
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live=False,
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title="Image Description App",
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description="Upload an image and provide three descriptions for it.",
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@@ -45,4 +86,3 @@ iface = gr.Interface(
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)
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iface.launch(share=True)
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from PIL import Image
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import os
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import uuid
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import boto3
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image_directory = "images"
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os.makedirs(image_directory, exist_ok=True)
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aws_access_key = os.environ['AWS_ACCESS_KEY']
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aws_secret_key = os.environ['AWS_SECRET_KEY']
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aws_region = os.environ['AWS_REGION']
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s3 = boto3.client('s3', aws_access_key_id=aws_access_key, aws_secret_access_key=aws_secret_key, region_name=aws_region)
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s3_bucket_name = os.environ['S3_BUCKET_NAME']
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data = []
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base_csv_file_path = "descriptions"
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csv_file_path = f"{base_csv_file_path}.csv"
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def file_exists(file_path):
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return os.path.isfile(file_path)
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def generate_unique_csv_file():
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count = 1
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while file_exists(f"{base_csv_file_path}{count}.csv"):
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count += 1
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return f"{base_csv_file_path}{count}.csv"
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def describe_image(image, filename, description, copyright):
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global data
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image_filename = f"{str(uuid.uuid4())}.jpg"
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local_image_path = os.path.join(image_directory, image_filename)
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image.save(local_image_path)
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s3.upload_file(local_image_path, s3_bucket_name, f"images/{image_filename}")
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os.remove(local_image_path)
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data.append({"Image": image_filename, "Filename": filename, "Description": description, "Copyright": copyright})
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data_df = pd.DataFrame(data)
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if file_exists(csv_file_path):
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new_csv_file_path = generate_unique_csv_file()
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data_df.to_csv(new_csv_file_path, index=False)
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s3.upload_file(new_csv_file_path, s3_bucket_name, new_csv_file_path)
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else:
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data_df.to_csv(csv_file_path, index=False)
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s3.upload_file(csv_file_path, s3_bucket_name, csv_file_path)
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return None
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iface = gr.Interface(
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fn=describe_image,
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"text",
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"text"
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],
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outputs=gr.Info("Data saved successfully"),
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live=False,
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title="Image Description App",
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description="Upload an image and provide three descriptions for it.",
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)
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)
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