docs: update readme - #9
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CodeRabbit blocks several paths by default. You can override this behavior by explicitly including those paths in the path filters. For example, including You can disable this status message by setting the 📝 WalkthroughWalkthroughThe README has been restructured from a narrative format into a modular reference guide. The cover image and centered layout replace the initial header, and the warning banner is removed. The setup instructions shift from a multi-tool approach (mise/poetry/venv) to a simplified pip-based installation. Content is reorganized into discrete sections: Installation, Features, Architecture, Usage, Development, Docker images, Contributing, License, and Support. Outdated or duplicated commands are removed, and new explicit headings clarify core capabilities, developer tools, and infrastructure components. Pre-merge checks❌ Failed checks (1 warning, 1 inconclusive)
✅ Passed checks (1 passed)
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README.md(1 hunks)
🧰 Additional context used
🪛 markdownlint-cli2 (0.18.1)
README.md
1-1: First line in a file should be a top-level heading
(MD041, first-line-heading, first-line-h1)
34-34: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below
(MD022, blanks-around-headings)
40-40: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below
(MD022, blanks-around-headings)
46-46: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below
(MD022, blanks-around-headings)
96-96: Fenced code blocks should be surrounded by blank lines
(MD031, blanks-around-fences)
103-103: Fenced code blocks should be surrounded by blank lines
(MD031, blanks-around-fences)
110-110: Fenced code blocks should be surrounded by blank lines
(MD031, blanks-around-fences)
174-174: Emphasis used instead of a heading
(MD036, no-emphasis-as-heading)
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- GitHub Check: Test - Python 3.11
- GitHub Check: Test - Python 3.10
- GitHub Check: Typecheck - 3.9
- GitHub Check: Build and push artifacts for Python 3.11
- GitHub Check: Build and push artifacts for Python 3.12
- GitHub Check: Build and push artifacts for Python 3.9
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🔇 Additional comments (1)
README.md (1)
1-176: Well-structured documentation update.The README restructure from narrative to modular reference format is effective. Content is clear, links are properly formatted, and the simplified pip-based installation guidance is an improvement. After addressing the markdown formatting issues above, this will be ready.
| ### Core capabilities | ||
| - **SQL execution engine**: Multi-database SQL support with connection management, query templating via Jinja2, intelligent caching, and query chaining with CTE generation | ||
| - **Interactive visualizations**: Vega-Lite charts with VegaFusion optimization, multi-layer support, and interactive selections | ||
| - **Data processing**: Enhanced DataFrame utilities, data sanitization, and DuckDB in-memory analytics | ||
| - **Jupyter integration**: Custom IPython kernel with scientific computing libraries (pandas, numpy, etc.) | ||
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| 7. Install pre-commit hooks: | ||
| ### Developer tools | ||
| - **CLI interface**: Command-line tools for server management and configuration | ||
| - **Streamlit support**: Auto-reload development workflow for Streamlit applications | ||
| - **Language server protocol**: Code intelligence and autocompletion support | ||
| - **Runtime initialization**: Session persistence, environment variable management, and post-start hooks | ||
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| ```bash | ||
| $ poetry poe setup-hooks | ||
| ``` | ||
| ### Infrastructure |
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🛠️ Refactor suggestion | 🟠 Major
Add blank lines before subheadings.
Subheadings at lines 34, 40, and 46 lack blank lines above them per markdown conventions.
### Core capabilities
- **SQL execution engine**: Multi-database SQL support with connection management, query templating via Jinja2, intelligent caching, and query chaining with CTE generation
- **Interactive visualizations**: Vega-Lite charts with VegaFusion optimization, multi-layer support, and interactive selections
- **Data processing**: Enhanced DataFrame utilities, data sanitization, and DuckDB in-memory analytics
- **Jupyter integration**: Custom IPython kernel with scientific computing libraries (pandas, numpy, etc.)
+
### Developer tools
- **CLI interface**: Command-line tools for server management and configuration
- **Streamlit support**: Auto-reload development workflow for Streamlit applications
- **Language server protocol**: Code intelligence and autocompletion support
- **Runtime initialization**: Session persistence, environment variable management, and post-start hooks
+
### Infrastructure
- **Git integration**: SSH/HTTPS authentication for repository access
- **SSH tunneling**: Secure database connections through SSH tunnels
- **Metrics collection**: Prometheus metrics for monitoring and observability
- **Feature flags**: Dynamic feature toggling supportCommittable suggestion skipped: line range outside the PR's diff.
🧰 Tools
🪛 markdownlint-cli2 (0.18.1)
34-34: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below
(MD022, blanks-around-headings)
40-40: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below
(MD022, blanks-around-headings)
46-46: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below
(MD022, blanks-around-headings)
🤖 Prompt for AI Agents
In README.md around lines 34 to 46, the markdown subheadings at lines 34, 40,
and 46 are missing blank lines above them; insert a single blank line
immediately before each "###" subheading so each section is separated by an
empty line to follow Markdown conventions and improve readability.
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Actionable comments posted: 1
📜 Review details
Configuration used: CodeRabbit UI
Review profile: ASSERTIVE
Plan: Pro
Disabled knowledge base sources:
- Linear integration is disabled by default for public repositories
You can enable these sources in your CodeRabbit configuration.
📒 Files selected for processing (1)
README.md(1 hunks)
🧰 Additional context used
🪛 markdownlint-cli2 (0.18.1)
README.md
1-1: First line in a file should be a top-level heading
(MD041, first-line-heading, first-line-h1)
34-34: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below
(MD022, blanks-around-headings)
40-40: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below
(MD022, blanks-around-headings)
46-46: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below
(MD022, blanks-around-headings)
⏰ Context from checks skipped due to timeout of 90000ms. You can increase the timeout in your CodeRabbit configuration to a maximum of 15 minutes (900000ms). (6)
- GitHub Check: Test - Python 3.11
- GitHub Check: Typecheck - 3.11
- GitHub Check: Build and push artifacts for Python 3.12
- GitHub Check: Build and push artifacts for Python 3.11
- GitHub Check: Build and push artifacts for Python 3.9
- GitHub Check: Build and push artifacts for Python 3.10
🔇 Additional comments (6)
README.md (6)
1-11: First line should be a top-level heading per MD041.Line 1 starts with an image instead of a top-level heading, which violates markdown convention MD041. However, if this cover-image-first design is intentional, it may be acceptable. Verify this aligns with your documentation standards.
18-30: Installation section is clear and user-friendly.The simplified pip-based approach with optional
[server]extras is a clear improvement over the previous multi-tool setup. Aligns well with Python community standards.
52-66: Architecture section is well-structured.Clear explanation of deployment bundles and module organization. Good addition for user understanding.
68-86: Usage section is practical and well-documented.Clear CLI examples with security guidance. Good balance of information and actionable commands.
89-150: Development section is comprehensive.Testing guidance across three approaches (mise, nox, Docker) is clear. Hot-reload documentation and coverage threshold are well-documented. Code block spacing appears correct per MD031.
152-179: Closing sections are well-organized.Docker images, Contributing, License, and Support sections provide clear guidance. Footer formatting issue (MD036) appears resolved—bold markers removed, text now plain.
| ## Features | ||
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| ```bash | ||
| $ poetry self add 'poethepoet[poetry_plugin]' | ||
| ``` | ||
| ### Core capabilities | ||
| - **SQL execution engine**: Multi-database SQL support with connection management, query templating via Jinja2, intelligent caching, and query chaining with CTE generation | ||
| - **Interactive visualizations**: Vega-Lite charts with VegaFusion optimization, multi-layer support, and interactive selections | ||
| - **Data processing**: Enhanced DataFrame utilities, data sanitization, and DuckDB in-memory analytics | ||
| - **Jupyter integration**: Custom IPython kernel with scientific computing libraries (pandas, numpy, etc.) | ||
|
|
||
| 7. Install pre-commit hooks: | ||
| ### Developer tools | ||
| - **CLI interface**: Command-line tools for server management and configuration | ||
| - **Streamlit support**: Auto-reload development workflow for Streamlit applications | ||
| - **Language server protocol**: Code intelligence and autocompletion support | ||
| - **Runtime initialization**: Session persistence, environment variable management, and post-start hooks | ||
|
|
||
| ```bash | ||
| $ poetry poe setup-hooks | ||
| ``` | ||
| ### Infrastructure | ||
| - **Git integration**: SSH/HTTPS authentication for repository access | ||
| - **SSH tunneling**: Secure database connections through SSH tunnels | ||
| - **Metrics collection**: Prometheus metrics for monitoring and observability | ||
| - **Feature flags**: Dynamic feature toggling support |
There was a problem hiding this comment.
🛠️ Refactor suggestion | 🟠 Major
Add blank lines after subsection headings (MD022).
Lines 34, 40, and 46 lack blank lines immediately after the heading before the bullet list content. Insert a blank line after each ### heading to comply with markdown conventions.
## Features
### Core capabilities
+
- **SQL execution engine**: Multi-database SQL support with connection management, query templating via Jinja2, intelligent caching, and query chaining with CTE generation
- **Interactive visualizations**: Vega-Lite charts with VegaFusion optimization, multi-layer support, and interactive selections
- **Data processing**: Enhanced DataFrame utilities, data sanitization, and DuckDB in-memory analytics
- **Jupyter integration**: Custom IPython kernel with scientific computing libraries (pandas, numpy, etc.)
### Developer tools
+
- **CLI interface**: Command-line tools for server management and configuration
- **Streamlit support**: Auto-reload development workflow for Streamlit applications
- **Language server protocol**: Code intelligence and autocompletion support
- **Runtime initialization**: Session persistence, environment variable management, and post-start hooks
### Infrastructure
+
- **Git integration**: SSH/HTTPS authentication for repository access
- **SSH tunneling**: Secure database connections through SSH tunnels
- **Metrics collection**: Prometheus metrics for monitoring and observability
- **Feature flags**: Dynamic feature toggling support🧰 Tools
🪛 markdownlint-cli2 (0.18.1)
34-34: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below
(MD022, blanks-around-headings)
40-40: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below
(MD022, blanks-around-headings)
46-46: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below
(MD022, blanks-around-headings)
🤖 Prompt for AI Agents
In README.md around lines 32 to 50 (specifically the subsection headings at
lines 34, 40, and 46), the three "###" subsection headings are missing a blank
line before their following bullet lists; insert a single blank line immediately
after each of those `###` headings so there is an empty line between the heading
and the subsequent list item(s) to satisfy MD022 and standard Markdown
formatting.
…images-for-oss-repos docs: update cover image in readme
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