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zach
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d4052d1
1
Parent(s):
58de40c
Add utilities file with some helper functions
Browse files
utils.py
ADDED
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| 1 |
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"""
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utils.py
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This file contains utility functions that are shared across the project.
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These functions provide reusable logic to simplify code in other modules.
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Key Features:
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- Validates that required environment variables are set, raising meaningful errors otherwise.
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- Provides helper functions for text validation and truncation.
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Functions:
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- validate_env_var: Ensures the presence of a specific environment variable and retrieves its value.
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- truncate_text: Truncates a string to a specified length with ellipses.
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- validate_prompt_length: Ensures that a prompt does not exceed the specified maximum length.
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"""
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# Standard Library Imports
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import os
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# Local Application Imports
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from config import logger
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def truncate_text(text: str, max_length: int = 50) -> str:
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"""
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Truncate a string to the specified length, appending ellipses if necessary.
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Args:
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text (str): The text to truncate.
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max_length (int): The maximum length of the truncated string.
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Returns:
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str: The truncated text.
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Examples:
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>>> truncate_text("Hello, World!", 5)
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'Hello...'
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>>> truncate_text("Short string", 20)
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'Short string'
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>>> truncate_text("Edge case with zero length", 0)
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''
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"""
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if max_length <= 0:
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logger.warning(f"Invalid max_length: {max_length}. Returning empty string.")
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return ""
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is_truncated = len(text) > max_length
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truncated_text = text[:max_length]
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if is_truncated:
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truncated_text += "..."
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logger.debug(f"Truncating text to max_length={max_length}. Result: {truncated_text}")
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return truncated_text
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def validate_env_var(var_name: str) -> str:
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"""
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Validates that an environment variable is set and returns its value.
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Args:
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var_name (str): The name of the environment variable to validate.
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Returns:
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str: The value of the environment variable.
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Raises:
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ValueError: If the environment variable is not set.
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Examples:
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>>> import os
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>>> os.environ["EXAMPLE_VAR"] = "example_value"
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>>> validate_env_var("EXAMPLE_VAR")
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'example_value'
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>>> validate_env_var("MISSING_VAR")
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Traceback (most recent call last):
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...
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ValueError: MISSING_VAR is not set. Please ensure it is defined in your environment variables.
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"""
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logger.debug(f"Validating environment variable: {var_name}")
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value = os.environ.get(var_name, "")
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if not value:
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raise ValueError(f"{var_name} is not set. Please ensure it is defined in your environment variables.")
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return value
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def validate_prompt_length(prompt: str, max_length: int, min_length: int) -> None:
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"""
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Validates that a prompt is within specified minimum and maximum length limits.
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Args:
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prompt (str): The input prompt to validate.
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max_length (int): The maximum allowed length for the prompt.
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min_length (int): The minimum required length for the prompt.
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Raises:
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ValueError: If the prompt is empty, too short, or exceeds max_length.
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Example:
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>>> validate_prompt_length("Hello world", max_length=500, min_length=5)
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# Passes validation
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>>> validate_prompt_length("", max_length=500, min_length=1)
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# Raises ValueError: "Prompt must be at least 1 character(s) long."
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"""
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logger.debug(f"Prompt length being validated: {len(prompt)} characters")
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# Check if prompt is empty or too short
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stripped_prompt = prompt.strip()
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if len(stripped_prompt) < min_length:
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raise ValueError(
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f"Prompt must be at least {min_length} character(s) long. "
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f"Received only {len(stripped_prompt)}."
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)
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# Check if prompt is too long
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if len(stripped_prompt) > max_length:
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raise ValueError(
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f"The prompt exceeds the maximum allowed length of {max_length} characters. "
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f"Your prompt contains {len(stripped_prompt)} characters."
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)
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logger.debug(f"Prompt length validation passed for prompt: {truncate_text(stripped_prompt)}")
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