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huggingface_fix.md
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# Hugging Face Space Deployment Fix
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## Issue
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The Hugging Face Space deployment is failing with the following error:
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```
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Traceback (most recent call last):
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File "/home/user/app/app.py", line 8, in <module>
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from pages.dashboard import create_dashboard_page
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File "/home/user/app/pages/dashboard.py", line 8, in <module>
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from utils.state import generate_id, get_timestamp, record_activity
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File "/home/user/app/utils/state.py", line 9, in <module>
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from utils.error_handling import handle_exceptions, ValidationError, safe_get
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ImportError: cannot import name 'safe_get' from 'utils.error_handling' (/home/user/app/utils/error_handling.py)
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```
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## Root Cause Analysis
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After investigating the codebase, I've identified the following issues:
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1. The `safe_get` function is correctly defined in `utils/error_handling.py` (around line 220-240)
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2. The function is also correctly imported in `utils/__init__.py`
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3. The error is likely occurring due to one of the following reasons:
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- The deployment environment might be using a different Python version than your local environment <mcreference link="https://discuss.huggingface.co/t/how-to-set-the-python-version-in-hugging-face-space/130390" index="1">1</mcreference>
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- There might be a caching issue in the Hugging Face Space <mcreference link="https://discuss.huggingface.co/t/receiving-this-error-even-with-a-new-space/43285" index="2">2</mcreference>
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- The deployment process might not be correctly installing all dependencies <mcreference link="https://discuss.huggingface.co/t/custom-python-packages-at-spaces/17250" index="4">4</mcreference>
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## Solution
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Here are the steps to fix the issue:
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### 1. Verify the safe_get function in error_handling.py
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The `safe_get` function is defined in `utils/error_handling.py` as follows:
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```python
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def safe_get(data, path, default=None):
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"""
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Safely get a value from a nested dictionary.
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Args:
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data (dict): The dictionary to get the value from.
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path (str): The path to the value, using dot notation (e.g., "user.profile.name").
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default: The default value to return if the path doesn't exist.
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Returns:
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The value at the specified path, or the default value if the path doesn't exist.
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"""
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keys = path.split('.')
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result = data
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try:
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for key in keys:
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if isinstance(result, dict):
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result = result.get(key, default)
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else:
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return default
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return result
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except Exception:
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return default
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```
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### 2. Ensure utils/__init__.py correctly imports safe_get
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Verify that `utils/__init__.py` includes the `safe_get` function in its imports:
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```python
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# Mona - AI Productivity Platform
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# Utils package initialization
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# This file makes the utils directory a Python package
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# and allows for easier imports throughout the application
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# Import commonly used utilities for easier access
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from utils.storage import load_data, save_data
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from utils.state import generate_id, get_timestamp, record_activity
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from utils.logging import get_logger, setup_logger
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from utils.error_handling import handle_exceptions, ValidationError, safe_get
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__version__ = "0.1.0"
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```
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### 3. Add a direct import in state.py
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To ensure the import works correctly, you can modify `utils/state.py` to import `safe_get` directly from `error_handling.py` rather than relying on the package import:
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```python
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# Change this line:
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from utils.error_handling import handle_exceptions, ValidationError, safe_get
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# To this more explicit import:
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from utils.error_handling import handle_exceptions, ValidationError
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from utils.error_handling import safe_get # Explicit import
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```
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### 4. Add an initialization check in app.py
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Add a try-except block at the beginning of `app.py` to catch and provide more detailed information about import errors:
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```python
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try:
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# Import pages
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from pages.dashboard import create_dashboard_page
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# ... other imports
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except ImportError as e:
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import sys
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print(f"CRITICAL IMPORT ERROR: {e}", file=sys.stderr)
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print(f"Python version: {sys.version}", file=sys.stderr)
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print(f"Python path: {sys.path}", file=sys.stderr)
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raise
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```
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## Hugging Face Space Specific Recommendations
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1. **Specify Python Version**: Add the following to your README.md file to ensure a compatible Python version <mcreference link="https://discuss.huggingface.co/t/how-to-set-the-python-version-in-hugging-face-space/130390" index="1">1</mcreference>:
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```
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python_version: 3.9.13
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```
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2. **Factory Reboot**: After making changes, perform a factory reboot of your Hugging Face Space <mcreference link="https://discuss.huggingface.co/t/receiving-this-error-even-with-a-new-space/43285" index="2">2</mcreference>.
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3. **Check Dependencies**: Ensure all dependencies in requirements.txt are correctly specified with proper package versions <mcreference link="https://discuss.huggingface.co/t/custom-python-packages-at-spaces/17250" index="4">4</mcreference>.
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4. **Add Fallback Import**: If the issue persists, you can add a fallback import mechanism in `state.py`:
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```python
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try:
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from utils.error_handling import handle_exceptions, ValidationError, safe_get
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except ImportError:
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# Define safe_get locally as a fallback
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def safe_get(data, path, default=None):
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keys = path.split('.')
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result = data
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try:
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for key in keys:
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if isinstance(result, dict):
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result = result.get(key, default)
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else:
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return default
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return result
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except Exception:
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return default
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# Still try to import the other functions
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from utils.error_handling import handle_exceptions, ValidationError
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```
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5. **Debugging**: Add more logging statements to help debug deployment issues.
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6. **Environment Variables**: If your application uses environment variables, make sure they are properly set in the Hugging Face Space.
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7. **File Path Differences**: Be aware that file paths might be different between your local environment and the Hugging Face Space environment. Make sure to use relative imports correctly.
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5. **File Path Differences**: Be aware that file paths might be different between your local environment and the Hugging Face Space environment. Make sure to use relative imports correctly.
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6. **Environment Variables**: If your application uses environment variables, make sure they are properly set in the Hugging Face Space.
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7. **Debugging**: Add more logging statements to help debug deployment issues.
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8. **Gradio Version**: If you're using Gradio, make sure you're using a compatible version. Based on the search results, some Gradio versions might have issues with Hugging Face Spaces.
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