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| # βοΈ App Configuration Guide | |
| ## Overview | |
| The Trackio app now includes a **Configuration tab** that allows you to set your Hugging Face token and dataset repository directly through the interface, providing an alternative to environment variables. | |
| ## π New Features | |
| ### **Configuration Tab** | |
| - β **HF Token Input**: Secure password field for your Hugging Face token | |
| - β **Dataset Repository Input**: Text field for your dataset repository | |
| - β **Update Configuration**: Apply new settings and reload experiments | |
| - β **Test Connection**: Verify access to the dataset repository | |
| - β **Create Dataset**: Create a new dataset repository if it doesn't exist | |
| ### **Flexible Configuration** | |
| - β **Environment Variables**: Still supported as fallback | |
| - β **Interface Input**: New direct input method | |
| - β **Dynamic Updates**: Change configuration without restarting | |
| - β **Validation**: Input validation and error handling | |
| ## π Configuration Tab Usage | |
| ### **1. Access the Configuration Tab** | |
| - Open the Trackio app | |
| - Click on the "βοΈ Configuration" tab | |
| - You'll see input fields for HF Token and Dataset Repository | |
| ### **2. Set Your HF Token** | |
| ``` | |
| Hugging Face Token: hf_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | |
| ``` | |
| - **Type**: Password field (hidden for security) | |
| - **Required**: Yes (for dataset access) | |
| - **Format**: Your HF token starting with `hf_` | |
| - **Help**: Click the help text for instructions on getting your token | |
| ### **3. Set Your Dataset Repository** | |
| ``` | |
| Dataset Repository: your-username/your-dataset-name | |
| ``` | |
| - **Type**: Text field | |
| - **Required**: No (defaults to `tonic/trackio-experiments`) | |
| - **Format**: `username/dataset-name` | |
| - **Examples**: | |
| - `tonic/trackio-experiments` | |
| - `your-username/my-experiments` | |
| - `your-org/team-experiments` | |
| ### **4. Use the Action Buttons** | |
| #### **Update Configuration** | |
| - Applies new settings immediately | |
| - Reloads experiments with new configuration | |
| - Shows current status and experiment count | |
| #### **Test Connection** | |
| - Verifies access to the dataset repository | |
| - Tests HF token permissions | |
| - Shows dataset information and experiment count | |
| #### **Create Dataset** | |
| - Creates a new dataset repository if it doesn't exist | |
| - Sets up the correct schema for experiments | |
| - Makes the dataset private by default | |
| ## π§ Configuration Methods | |
| ### **Method 1: Interface Input (New)** | |
| 1. Go to "βοΈ Configuration" tab | |
| 2. Enter your HF token and dataset repository | |
| 3. Click "Update Configuration" | |
| 4. Verify with "Test Connection" | |
| ### **Method 2: Environment Variables (Existing)** | |
| ```bash | |
| # Set environment variables | |
| export HF_TOKEN=your_hf_token_here | |
| export TRACKIO_DATASET_REPO=your-username/your-dataset-name | |
| # Or for HF Spaces, add to Space settings | |
| HF_TOKEN=your_hf_token_here | |
| TRACKIO_DATASET_REPO=your-username/your-dataset-name | |
| ``` | |
| ### **Method 3: Hybrid Approach** | |
| - Set environment variables as defaults | |
| - Override specific values through the interface | |
| - Interface values take precedence over environment variables | |
| ## π Configuration Priority | |
| The app uses this priority order for configuration: | |
| 1. **Interface Input** (highest priority) | |
| 2. **Environment Variables** (fallback) | |
| 3. **Default Values** (lowest priority) | |
| ## π οΈ Getting Your HF Token | |
| ### **Step-by-Step Instructions** | |
| 1. Go to [Hugging Face Settings](https://huggingface.co/settings/tokens) | |
| 2. Click "New token" | |
| 3. Give it a name (e.g., "Trackio Access") | |
| 4. Select "Write" permissions | |
| 5. Click "Generate token" | |
| 6. Copy the token (starts with `hf_`) | |
| 7. Paste it in the app's HF Token field | |
| ### **Token Permissions** | |
| - **Read**: Required for loading experiments | |
| - **Write**: Required for saving experiments | |
| - **Scope**: Should have access to your dataset repositories | |
| ## π Dataset Repository Format | |
| ### **Correct Format** | |
| ``` | |
| username/dataset-name | |
| ``` | |
| ### **Examples** | |
| - `tonic/trackio-experiments` (default) | |
| - `your-username/my-experiments` | |
| - `your-org/team-experiments` | |
| - `your-username/smollm3-experiments` | |
| ### **Validation** | |
| - Must contain exactly one `/` | |
| - Username must be valid HF username | |
| - Dataset name must be valid (alphanumeric + hyphens) | |
| ## π Testing Your Configuration | |
| ### **1. Test Connection** | |
| - Enter your HF token and dataset repository | |
| - Click "Test Connection" | |
| - Should show: "β Connection successful!" | |
| ### **2. Create Dataset (if needed)** | |
| - If dataset doesn't exist, click "Create Dataset" | |
| - Should show: "β Dataset created successfully!" | |
| ### **3. Update Configuration** | |
| - Click "Update Configuration" | |
| - Should show: "β Configuration updated successfully!" | |
| ## π¨ Troubleshooting | |
| ### **Issue: "Please provide a Hugging Face token"** | |
| **Solution**: | |
| - Enter your HF token in the interface | |
| - Or set the `HF_TOKEN` environment variable | |
| ### **Issue: "Connection failed: 401 Unauthorized"** | |
| **Solutions**: | |
| 1. Check your HF token is correct | |
| 2. Verify the token has read access to the dataset | |
| 3. Ensure the dataset repository exists | |
| ### **Issue: "Failed to create dataset"** | |
| **Solutions**: | |
| 1. Check your HF token has write permissions | |
| 2. Verify the username in the repository name | |
| 3. Ensure the dataset name is valid | |
| ### **Issue: "Dataset repository must be in format: username/dataset-name"** | |
| **Solution**: | |
| - Use the correct format: `username/dataset-name` | |
| - Example: `your-username/my-experiments` | |
| ## π Benefits | |
| ### **For Users** | |
| - β **Easy Setup**: No need to set environment variables | |
| - β **Visual Interface**: Clear input fields and validation | |
| - β **Immediate Feedback**: Test connection and see results | |
| - β **Flexible**: Can change configuration anytime | |
| ### **For Development** | |
| - β **Backward Compatible**: Environment variables still work | |
| - β **Fallback Support**: Graceful degradation | |
| - β **Error Handling**: Clear error messages | |
| - β **Validation**: Input validation and testing | |
| ### **For Deployment** | |
| - β **HF Spaces Ready**: Works on Hugging Face Spaces | |
| - β **No Restart Required**: Dynamic configuration updates | |
| - β **Secure**: Password field for token input | |
| - β **User-Friendly**: Clear instructions and help text | |
| ## π― Usage Examples | |
| ### **Basic Setup** | |
| 1. Open the app | |
| 2. Go to "βοΈ Configuration" tab | |
| 3. Enter your HF token | |
| 4. Enter your dataset repository | |
| 5. Click "Update Configuration" | |
| 6. Click "Test Connection" to verify | |
| ### **Advanced Setup** | |
| 1. Set environment variables as defaults | |
| 2. Use interface to override specific values | |
| 3. Test connection to verify access | |
| 4. Create dataset if it doesn't exist | |
| 5. Start using the app with persistent storage | |
| ### **Team Setup** | |
| 1. Create a shared dataset repository | |
| 2. Share the repository name with team | |
| 3. Each team member sets their own HF token | |
| 4. All experiments are stored in the shared dataset | |
| ## π Configuration Status | |
| The app shows current configuration status: | |
| ``` | |
| π Dataset: your-username/your-dataset | |
| π HF Token: Set | |
| π Experiments: 5 | |
| ``` | |
| ## π Updating Configuration | |
| You can update configuration at any time: | |
| 1. Go to "βοΈ Configuration" tab | |
| 2. Change HF token or dataset repository | |
| 3. Click "Update Configuration" | |
| 4. Experiments will reload with new settings | |
| --- | |
| **π Your Trackio app is now more flexible and user-friendly with direct configuration input!** |