Revamp/Add onto existing snippet examples #3602
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enhancement
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Good place to add snippets docs here: https://docs.marimo.io/guides/editor_features/ ? |
This was referenced Feb 6, 2025
mscolnick
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Feb 14, 2025
) ## 📝 Summary This PR (1/2) adds data visualization and manipulation snippets for common DS libraries; relevant issue #3602. The snippets cover Pandas (add to existing list), Polars, DuckDB, Altair (add to existing list), and Matplotlib, aiding in what I believe is common (_"boilerplate"_) coding lines for data analysis/engineering projects/workflows in notebooks. ## 🔍 Description of Changes <details> <summary>Pandas Snippets (26-36)</summary> | Category | Snippets | |----------|----------| | Core Operations | Memory Optimization, Data Types | | Data Transformation | Pivot Tables, Reshaping, Merging | | Time Series | Window Operations, DateTime Features | | Analysis | Groupby, Aggregations, Boolean Filtering | Key additions include memory optimization, efficient window operations, and advanced datetime handling. </details> <details> <summary>Polars Snippets (0-10)</summary> | Category | Key Features | |-----------|-------------| | Core Operations | Lazy evaluation, joins, grouping | | Performance | Memory optimization, efficient IO | | Data Types | String ops, timestamps, categoricals | | Analytics | Stats, window functions | Focuses on high-performance data operations with lazy evaluation patterns. </details> <details> <summary>Altair Snippets (9-14)</summary> | Category | Features | |----------|----------| | Basic Charts | Scatter, bar, histogram | | Interactivity | Brushing, linking, filtering | | Statistical Viz | Box plots, distributions | | Multi-View | Faceting, dashboards | Emphasizes interactive visualizations and statistical graphics. </details> <details> <summary>Matplotlib Snippets (0-11)</summary> | Category | Components | |----------|------------| | Basic Plotting | Line, scatter, histograms | | Layout | Subplots, gridspec | | Styling | Themes, annotations | | Scientific Viz | Error bars, 3D plots | Covers essential scientific visualization patterns. </details> _Note: This is part 1 of 2 PRs focused on enhancing existing snippets sidebar panel._ ## 📋 Checklist - [x] I have read the [contributor guidelines](https://github.com/marimo-team/marimo/blob/main/CONTRIBUTING.md). - [ ] For large changes, or changes that affect the public API: this change was discussed or approved through an issue, on [Discord](https://marimo.io/discord?ref=pr), or the community [discussions](https://github.com/marimo-team/marimo/discussions) (Please provide a link if applicable). - [ ] I have added tests for the changes made. - [x] I have run the code and verified that it works as expected. ## 📜 Reviewers @akshayka OR @mscolnick --------- Co-authored-by: Akshay Agrawal <akshaykagrawal7@gmail.com> Co-authored-by: Myles Scolnick <myles@marimo.io>
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Description
Improve existing snippet examples with support for interactive libraries like Plotly (which has explicit marimo support), HoloViews, leafmap, Pygwalker & Polars + SQL, etc. + popular data-science/engineering related snippets (dataframe-related/EDA-related).
Add a relevant docs page for snippets in general, existing support for loading custom snippets as introduced in this PR.
Reorganize/revamp the Club each of the snippets under their appropriate headings; pandas comes under the collapsible pandas heading, etc.I intend to submit a PR for this issue.
Suggested solution
Will research well, short snippets in relation to the above.
Alternative
No response
Additional context
No response
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