docs: restructure documentation using Diataxis framework#1118
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davidberenstein1957 wants to merge 26 commits intomasterfrom
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docs: restructure documentation using Diataxis framework#1118davidberenstein1957 wants to merge 26 commits intomasterfrom
davidberenstein1957 wants to merge 26 commits intomasterfrom
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Reorganize all documentation into the four Diataxis quadrants: - Tutorials: first-tracking, CLI, Python API - How-to Guides: installation, configuration, cloud API, logging, deployment - Explanation: motivation, methodology, RAPL, power estimation, FAQ - Reference: API reference, CLI reference, output formats, examples Also: - Add mkdocs-redirects plugin to preserve all old URLs - Update README to mirror docs homepage structure with EcoLogits reference - Add cross-links between related pages - Fix all internal links for new file locations Closes #1108 Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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- Tutorials: Add learning goals, connective prose, and "What's next" sections
* first-tracking.md: Add introduction and transitions between steps
* python-api.md: Full restructure as a learning journey with clear progression (explicit → context manager → decorator → offline)
* cli.md: Add learning goal and transitions, clarify online/offline modes
- How-to guides: Improve clarity and flow
* visualize.md: Fix unclear headings ("from global" → "Organization & Project Overview"), add intro
* cloud-api.md: Restructure with clear steps (prerequisites → send data → create projects → view results)
* installation.md: Clarify conda package deprecation with warning
* slurm.md: Reframe as Adastra example, point to linux-service.md for general approach
- Explanation: Fix broken links
* faq.md: Fix Docker answer link (was "Advanced Installation", now "installation.md")
- Reference: Complete and deduplicate
* cli.md: Replace "Work in progress" stub with comprehensive command reference (config, login, monitor, detect with full options tables and examples)
* examples.md: Strip explanatory prose, keep code snippets, add PyTorch/HuggingFace example for broader appeal
All docs now follow Diataxis roles: tutorials teach learning paths, how-tos solve specific problems, explanations provide context, and references provide complete information.
Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
Show practical usage immediately after explaining the motivation. Includes: - Python API example using EmissionsTracker - CLI example for tracking without code modification This makes the motivation section more actionable and concrete. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
Add comprehensive testing of all Python code blocks in documentation to catch broken examples early. Uses the mktestdocs library to extract and execute code blocks directly from markdown files. Changes: - Add mktestdocs to dev dependencies in pyproject.toml - Create tests/test_docs_examples.py with parametrized doc tests: * test_doc_python_blocks: Independent Python blocks from tutorials/explanation/how-to * test_first_tracking_tutorial: Sequential blocks using memory=True - Update docs to mark non-runnable code blocks with different language tags: * docs/tutorials/first-tracking.md: `!pip install` → console tag * docs/reference/examples.md: TensorFlow/PyTorch → python-skip tag All testable Python blocks now execute in isolated temp directories to prevent file I/O conflicts. Tests validate that examples remain working as the codebase evolves. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
…g imports - docs/reference/output.md: Mark Prometheus and Logfire examples with python-skip tag (require external services) - Add missing import statement for OfflineEmissionsTracker in Logfire example - Tests now pass: all runnable Python code blocks in docs are validated Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
Autoflake detected unused 'import os' - removed. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
Changed language identifier from 'python-skip' to 'python skip' so that mktestdocs can still skip testing these blocks while syntax highlighting is properly applied by the documentation renderer. Fixes issue where code blocks in examples section were not displaying with proper Python syntax highlighting. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
Create new tutorial 'comparing-model-efficiency.md' that: - Focuses on the explicit object pattern (tracker.start()/stop()) for long-running experiments - Shows practical ML model training examples with emissions comparison - Demonstrates efficiency metrics and trade-off analysis between accuracy and environmental impact - Uses scikit-learn RandomForest with 3 configurations (small/medium/large) - Includes code for analyzing results, calculating efficiency scores, and visualizing trade-offs - Bridges gap between reference examples and practical ML scenarios Updates: - docs/reference/examples.md: Add cross-link note to new tutorial - docs/tutorials/python-api.md: Add cross-link in 'What's Next' section - tests/test_docs_examples.py: Removed test (practical examples require sklearn/pandas dependencies not in test env) The tutorial provides copy-paste-ready code for users to track and compare carbon efficiency across their own ML models. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
Navigation improvements: - Rename 'Your First Emissions Tracking' to 'Quickstart' for clarity - Move Installation into Tutorials section (nav grouping) - Add 'Comparing Model Efficiency' tutorial to Tutorials section - Group How-to Guides into logical sections: - Dashboard & Visualization (cloud-api, visualize, logging, comet) - Deployment (linux-service, ansible, slurm, test-on-scaleway) - Configuration (standalone, unchanged) Content improvements: - docs/index.md: Add CLI quickstart section after Python quickstart - README.md: Update Quick links table to reflect navigation changes - docs/tutorials/first-tracking.md: Update page heading to 'Quickstart' These changes improve navigation structure and make CLI option more discoverable alongside Python API in both homepage and README. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
- Make Setup section more conversational and welcoming - Change code block from 'python skip' to 'python' for proper syntax highlighting - Add explanatory bullet points about each library's purpose - Make the section more human-friendly by explaining what we're setting up The code block now renders with proper Python syntax highlighting and the section reads more naturally. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
Changed all code blocks from ' python' (with space after backticks) to match the formatting used in other tutorials and ensure proper syntax highlighting with the zensical theme. This fixes rendering issues where code blocks weren't displaying with proper Python syntax colors. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
Changed code blocks from '\\\python' (no space) to match the correct markdown formatting used in other documentation files. This ensures proper syntax highlighting and rendering with the documentation theme. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
Changed skip blocks from '\\\python' with '# mktestdocs: skip' comment on the first line. This follows the proper mktestdocs format where directives are comments within the code block, not part of the language identifier. This ensures: - Proper Python syntax highlighting (skip is just a comment) - Correct mktestdocs directive parsing - Better readability in both source and rendered documentation Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
Create a separate 'Logging' section in How-to Guides containing: - Log to External Systems - Integrate with Comet This provides better organization, separating logging/integration features from Dashboard & Visualization features. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
Added tests for more documentation files with Python code blocks: - docs/how-to/comet.md - docs/how-to/configuration.md - docs/how-to/logging.md - docs/index.md These expand the test coverage beyond the core tutorials to ensure all actionable code examples in the documentation are correct. Note: power-estimation.md contains code snippets referencing internal codebase variables and is not tested as it's not meant to be run standalone. All 8 tests pass successfully. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
- Create four framework-specific guides under docs/how-to/: - scikit-learn.md: ML model tracking with RandomForestClassifier - transformers.md: HuggingFace Transformers fine-tuning guide - diffusers.md: Image generation with Diffusers - agents.md: Local LLM inference with SmolLM2-135M-Instruct - Reorganize documentation navigation: - Move "Comparing Model Efficiency" to How-to Guides (task-oriented) - Move "Framework Examples" to Tutorials (learning-focused) - Update mkdocs.yml navigation structure accordingly - Remove docs/reference/examples.md (superseded by framework guides) - Add redirects for backward compatibility - Fix markdown rendering: add blank line before bullet lists - Update tests to validate scikit-learn guide - Update pyproject.toml: scikit-learn already in dev dependencies Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
… guides - comet.md: Added Prerequisites, Installation, Setup Steps (5 numbered steps), Example, Next Steps - linux-service.md: Added Prerequisites, Installation Steps (8 numbered steps), Verification, Next Steps - test-on-scaleway.md: Added Hardware Overview, Prerequisites, Setup Steps (5 numbered steps), Results & Analysis, Next Steps - logging.md: Added Overview, Setup Steps with Options 1-2, Complete Examples, Next Steps - ansible.md: Added Quick Start with 3 numbered steps, Next Steps - visualize.md: Added Dashboard Features subsections with step-by-step instructions, Next Steps - slurm.md: Reorganized with Setup Steps (7 numbered steps), improved troubleshooting, Next Steps All how-to guides now have consistent structure: - Overview/Introduction - Prerequisites - Installation/Setup (if applicable) - Step-by-step Instructions - Next Steps/Additional Resources Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
…roposition Create new how-to guide 'Improve Measurement Accuracy with RAPL' that: - Clearly explains what RAPL is and why it improves accuracy - Provides step-by-step permission setup instructions - Covers temporary, permanent, and group-based access options - Includes Docker/containerized environment guidance - References the explanation section for technical details Update RAPL explanation file to: - Remove configuration/setup sections (moved to how-to guide) - Add prominent link to the new how-to guide - Keep all technical details about domains, hierarchy, and examples Add new guide to mkdocs.yml under How-to Guides section. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
Add dedicated '### Python' subsection header in Step 2 to clearly indicate that the code examples are Python-specific, aligning with README's distinction between 'Quickstart (Python)' and 'Quickstart (CLI)'. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
- Add "### Python" header to clearly distinguish Python vs CLI quickstart - Add descriptive text for install and example usage - Update Quick links table to point to Framework Examples (scikit-learn) instead of deleted examples.md - Aligns homepage with Quickstart tutorial and README structure Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
- Remove "### Python" section header from Step 2 since it's the only option - Integrate the context manager explanation into the step description - Simplifies tutorial structure Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
- Move "Improve Measurement Accuracy with RAPL" from How-to Guides top level into Deployment group - Makes sense as RAPL setup is part of system configuration for deployment - Groups with other deployment guides (Linux Service, Ansible, SLURM, Scaleway) Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
- Reformat 8 Python files to fix pre-commit black formatting - Update uv.lock to include scikit-learn and numpy dependencies Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
The uv.lock file was corrupted with a missing numpy==2.4.2 dependency that scikit-learn requires. Regenerated the lock file from scratch to properly resolve all dependencies including the new dev dependency on scikit-learn for documentation testing. Also applied code formatting with black to match project style. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
Black reformatted 8 files to comply with code style standards. Changes include improved string literal wrapping and function call formatting for better readability. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
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Summary
mkdocs-redirectsplugin to preserve all old URLs (22 redirect mappings)New navigation structure
Test plan
uv run zensical buildto verify all pages build without errorsuv run zensical serveand verify navigation, page rendering, and images/getting-started/installation/→/how-to/installation/)Closes #1108
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