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| 1 | +# Adding Projects to ZenML Projects Repository |
| 2 | + |
| 3 | +<!-- Note: This guide is primarily for ZenML internal development use --> |
| 4 | + |
| 5 | +This guide explains how to add your ZenML project to this repository and make it available through the ZenML Projects platform. |
| 6 | + |
| 7 | +## 📋 Requirements |
| 8 | + |
| 9 | +Every project added to this repository must include: |
| 10 | + |
| 11 | +1. **requirements.txt file** - Contains all Python dependencies |
| 12 | +2. **Dockerfile** (if special configuration is needed) |
| 13 | +3. **Backend configuration** - YAML file in the zenml-projects-backend repository |
| 14 | + |
| 15 | +## 🐳 Docker Configuration |
| 16 | + |
| 17 | +### When to Include a Dockerfile |
| 18 | + |
| 19 | +Include a custom Dockerfile **only if** your project requires: |
| 20 | +- Special system dependencies |
| 21 | +- Custom environment variables |
| 22 | +- Additional configuration beyond Python packages |
| 23 | +- Specific build steps |
| 24 | + |
| 25 | +### Dockerfile Structure |
| 26 | + |
| 27 | +If your project needs a custom Dockerfile, follow this exact structure: |
| 28 | + |
| 29 | +```dockerfile |
| 30 | +ARG ZENML_VERSION=latest |
| 31 | +ARG PROJECT_DIR_NAME |
| 32 | +ARG EXTENSION_VERSION=0.1.6 |
| 33 | + |
| 34 | +FROM zenmldocker/zenml-codespace:${ZENML_VERSION} |
| 35 | + |
| 36 | +# Set build arguments again for use in subsequent commands |
| 37 | +ARG PROJECT_DIR_NAME |
| 38 | +ARG EXTENSION_VERSION |
| 39 | + |
| 40 | +# Set the working directory for the project |
| 41 | +WORKDIR /home/coder/extensions/zenml-io.zenml-tutorial-${EXTENSION_VERSION}-universal/pipelines |
| 42 | + |
| 43 | +# Copy the specific project's requirements file |
| 44 | +COPY ./${PROJECT_DIR_NAME}/requirements.txt /tmp/requirements.txt |
| 45 | + |
| 46 | +# Install project-specific dependencies using uv for faster installation |
| 47 | +RUN uv pip install --system --no-cache -r /tmp/requirements.txt && \ |
| 48 | + rm /tmp/requirements.txt |
| 49 | + |
| 50 | +# Enable tutorial content for this specific project |
| 51 | +ENV ZENML_ENABLE_TUTORIAL=true |
| 52 | + |
| 53 | +# Default command can be overridden in docker run or docker-compose |
| 54 | +# CMD ["python", "run.py"] # Or your project's typical entrypoint |
| 55 | +``` |
| 56 | + |
| 57 | +### When No Dockerfile is Needed |
| 58 | + |
| 59 | +If your project only requires Python dependencies listed in `requirements.txt`, **do not include a Dockerfile**. The projects backend will automatically build your project using the generic Dockerfile available at: |
| 60 | +[https://github.com/zenml-io/zenml-projects-backend/blob/main/.docker/project.Dockerfile](https://github.com/zenml-io/zenml-projects-backend/blob/main/.docker/project.Dockerfile) |
| 61 | + |
| 62 | +## 🔧 Backend Integration |
| 63 | + |
| 64 | +### YAML Configuration File |
| 65 | + |
| 66 | +Once your project is added to this repository, you **must** create a corresponding YAML configuration file in the `zenml-projects-backend` repository. This file should include all the following attributes: |
| 67 | + |
| 68 | +```yaml |
| 69 | +project_id: your-project-id |
| 70 | +name: Your Project Name |
| 71 | +description: A comprehensive description of what your project does and its key features |
| 72 | +github: https://github.com/zenml-io/zenml-projects/tree/main/your-project-directory |
| 73 | +preview_image: https://github.com/your-org/your-project/raw/main/assets/preview.png |
| 74 | +main_image_link: https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/[PROJECT_NUMBER].jpg |
| 75 | +details: | |
| 76 | + Detailed description of your project including: |
| 77 | + |
| 78 | + ### What It Does |
| 79 | + |
| 80 | + Explain the main functionality and purpose of your project |
| 81 | + |
| 82 | + ### Key Features |
| 83 | + |
| 84 | + - Feature 1: Description |
| 85 | + - Feature 2: Description |
| 86 | + - Feature 3: Description |
| 87 | + |
| 88 | + ### How It Works |
| 89 | + |
| 90 | + Step-by-step explanation of how users can use your project |
| 91 | + |
| 92 | + ### Architecture |
| 93 | + |
| 94 | + Brief overview of the technical architecture |
| 95 | +
|
| 96 | +environment_variables: |
| 97 | + CUSTOM_VAR: 'value' |
| 98 | + ANOTHER_VAR: 'another_value' |
| 99 | + |
| 100 | +stack: |
| 101 | + orchestrator: default |
| 102 | + artifact_store: default |
| 103 | + # Add other stack components if needed |
| 104 | + |
| 105 | +tags: |
| 106 | +- domain (e.g., llmops, cv, mlops) |
| 107 | +- technology (e.g., pytorch, tensorflow, hugging-face) |
| 108 | +- use-case (e.g., classification, forecasting, nlp) |
| 109 | + |
| 110 | +tools_used: |
| 111 | +- zenml |
| 112 | +- pytorch |
| 113 | +- pandas |
| 114 | +- scikit-learn |
| 115 | +# Add all major tools/libraries used |
| 116 | + |
| 117 | +pipelines: |
| 118 | +- name: Main Pipeline Name |
| 119 | + description: Description of what this pipeline does |
| 120 | +- name: Secondary Pipeline Name |
| 121 | + description: Description of secondary pipeline (if applicable) |
| 122 | + |
| 123 | +architecture_diagram: assets/architecture-diagram.png # Optional |
| 124 | + |
| 125 | +codespace: |
| 126 | + enabled: true |
| 127 | + cpu: 4 |
| 128 | + memory: 8 |
| 129 | +``` |
| 130 | +
|
| 131 | +### Required YAML Attributes |
| 132 | +
|
| 133 | +| Attribute | Description | Required | |
| 134 | +|-----------|-------------|----------| |
| 135 | +| `project_id` | Unique identifier for your project | ✅ | |
| 136 | +| `name` | Display name of your project | ✅ | |
| 137 | +| `description` | Short description (1-2 sentences) | ✅ | |
| 138 | +| `github` | GitHub URL to your project directory | ✅ | |
| 139 | +| `preview_image` | URL to preview image | ✅ | |
| 140 | +| `main_image_link` | S3 URL to main project image | ✅ | |
| 141 | +| `details` | Detailed markdown description | ✅ | |
| 142 | +| `environment_variables` | Custom environment variables | ❌ | |
| 143 | +| `stack` | ZenML stack configuration | ✅ | |
| 144 | +| `tags` | Categorization tags | ✅ | |
| 145 | +| `tools_used` | List of technologies used | ✅ | |
| 146 | +| `pipelines` | List of pipelines in the project | ✅ | |
| 147 | +| `architecture_diagram` | Path to architecture diagram | ❌ | |
| 148 | +| `codespace` | Codespace configuration | ❌ | |
| 149 | +| `versions` | Version information | ❌ | |
| 150 | + |
| 151 | +## 🖼️ Image Requirements |
| 152 | + |
| 153 | +### Main Project Image |
| 154 | + |
| 155 | +The `main_image_link` should point to an image stored in the S3 bucket: |
| 156 | +``` |
| 157 | +https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/[PROJECT_NUMBER].jpg |
| 158 | +``` |
| 159 | + |
| 160 | +**Image Requirements:** |
| 161 | +- Format: JPG or PNG |
| 162 | +- Recommended size: 1200x630 pixels |
| 163 | +- High quality and representative of your project |
| 164 | +- Upload to the S3 bucket before adding to YAML |
| 165 | + |
| 166 | +### Preview Image |
| 167 | + |
| 168 | +The `preview_image` can be: |
| 169 | +- Stored in your project's assets directory |
| 170 | +- Hosted on GitHub (using raw.githubusercontent.com URLs) |
| 171 | +- External hosting (ensure it's reliable) |
| 172 | + |
| 173 | +## 🚀 Deployment Process |
| 174 | + |
| 175 | +### Step-by-Step Process |
| 176 | + |
| 177 | +1. **Add Project to This Repository** |
| 178 | + - Create your project directory |
| 179 | + - Include `requirements.txt` |
| 180 | + - Add `Dockerfile` if needed |
| 181 | + - Include comprehensive README.md |
| 182 | + - Test your project locally |
| 183 | + |
| 184 | +2. **Upload Main Image to S3** |
| 185 | + - Upload your main project image to the S3 bucket |
| 186 | + - Note the project number for the YAML file |
| 187 | + |
| 188 | +3. **Create Backend Configuration** |
| 189 | + - Fork the `zenml-projects-backend` repository |
| 190 | + - Create the YAML configuration file |
| 191 | + - Submit a pull request |
| 192 | + |
| 193 | +4. **Automatic Sync** |
| 194 | + - Once both PRs are merged to main |
| 195 | + - GitHub Actions will automatically sync the project list with Webflow |
| 196 | + - Your project will appear on the ZenML Projects website |
| 197 | + |
| 198 | +### Testing Your Setup |
| 199 | + |
| 200 | +Before submitting your PR, ensure: |
| 201 | +- [ ] Your project runs locally with ZenML |
| 202 | +- [ ] All dependencies are listed in `requirements.txt` |
| 203 | +- [ ] Dockerfile builds successfully (if included) |
| 204 | +- [ ] README.md is comprehensive and clear |
| 205 | +- [ ] All required YAML attributes are filled out |
| 206 | +- [ ] Images are accessible and high quality |
| 207 | + |
| 208 | +## 📝 Example Projects |
| 209 | + |
| 210 | +Refer to existing projects in this repository for examples: |
| 211 | +- [ZenML Support Agent](zenml-support-agent/) - LLMOps project |
| 212 | +- [Computer Vision End-to-End](end-to-end-computer-vision/) - CV project |
| 213 | +- [Credit Scorer](credit-scorer/) - Traditional ML project |
| 214 | + |
| 215 | +## 🆘 Getting Help |
| 216 | + |
| 217 | +If you need help adding your project: |
| 218 | +- Join our [Slack community](https://zenml.io/slack) |
| 219 | +- Open an issue in this repository |
| 220 | +- Check the [ZenML documentation](https://docs.zenml.io/) |
| 221 | + |
| 222 | +## 📜 License |
| 223 | + |
| 224 | +By contributing your project, you agree that it will be licensed under the Apache License Version 2.0, consistent with this repository's license. |
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