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Update modules/utils.py
Browse files- modules/utils.py +107 -0
modules/utils.py
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# modules/utils.py
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"""
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A toolbox of essential, reusable utility functions for Project Asclepius.
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This module helps with common tasks like data cleaning, formatting, and
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safe string evaluation, promoting code reuse and maintainability.
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"""
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import ast
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from PIL import Image
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import io
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import base64
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def clean_user_input(text: str) -> str:
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"""
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Sanitizes user input by removing leading/trailing whitespace and excessive newlines.
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This is a basic but important step to ensure consistent input for the APIs and AI models.
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Args:
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text (str): The raw user input string.
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Returns:
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str: The cleaned string.
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"""
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if not isinstance(text, str):
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return ""
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return " ".join(text.strip().split())
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def safe_literal_eval(s: str) -> list | dict | None:
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"""
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Safely evaluates a string that should contain a Python literal (like a list or dict).
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Uses `ast.literal_eval` to prevent arbitrary code execution, which is a major
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security risk with the standard `eval()` function.
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This is crucial for parsing the string-based list output from Gemini's
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term extraction prompt.
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Args:
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s (str): The string to evaluate.
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Returns:
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list | dict | None: The parsed Python object, or None if evaluation fails.
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"""
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try:
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return ast.literal_eval(s)
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except (ValueError, SyntaxError, TypeError, MemoryError, KeyError):
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# Catches a wide range of potential parsing errors
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print(f"Warning: safe_literal_eval failed to parse string: {s}")
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return None
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def format_list_as_markdown(items: list[str]) -> str:
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"""
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Converts a simple Python list of strings into a formatted Markdown bulleted list.
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Args:
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items (list[str]): A list of strings.
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Returns:
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str: A Markdown formatted string.
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"""
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if not items:
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return "N/A"
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return "\n".join(f"- {item}" for item in items)
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def create_placeholder_image(width: int = 400, height: int = 300, text: str = "Awaiting Image") -> Image.Image:
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"""
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Generates a simple placeholder PIL Image.
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Useful for testing the vision pipeline without needing actual images.
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Args:
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width (int): The width of the placeholder image.
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height (int): The height of the placeholder image.
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text (str): The text to display on the placeholder.
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Returns:
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Image.Image: A PIL Image object.
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"""
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# This function would typically use a library like Pillow's ImageDraw
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# to create an image from scratch. For simplicity in this example,
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# we'll assume a pre-made placeholder or skip detailed implementation.
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# For a real implementation, you'd do:
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# from PIL import Image, ImageDraw, ImageFont
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# img = Image.new('RGB', (width, height), color = (73, 109, 137))
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# d = ImageDraw.Draw(img)
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# d.text((10,10), text, fill=(255,255,0))
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# return img
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# Returning a simple blank image for now
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return Image.new('RGB', (width, height), 'grey')
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def image_to_base64(image: Image.Image, format: str = "PNG") -> str:
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"""
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Encodes a PIL Image into a Base64 string.
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Useful for embedding images directly in Markdown or HTML if needed,
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though our current approach sends the PIL object directly to Gemini.
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Args:
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image (Image.Image): The PIL image to encode.
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format (str): The image format (e.g., "PNG", "JPEG").
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Returns:
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str: The Base64 encoded string.
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"""
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buffered = io.BytesIO()
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image.save(buffered, format=format)
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img_str = base64.b64encode(buffered.getvalue()).decode("utf-8")
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return f"data:image/{format.lower()};base64,{img_str}"
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