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docs(comparison): add a CARTO column - #1760

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giswqs merged 3 commits into
opengeos:mainfrom
srtena:docs/comparison-carto-column
Aug 7, 2026
Merged

docs(comparison): add a CARTO column#1760
giswqs merged 3 commits into
opengeos:mainfrom
srtena:docs/comparison-carto-column

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@srtena

@srtena srtena commented Aug 7, 2026

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Follow-up to #1759 as promised — thanks for the go-ahead.

Summary

Adds CARTO as the fifth product column (after ArcGIS Online, before Felt) across all five tables, covering the existing 44 rows, plus a Choose CARTO when paragraph in Where each one is the right choice.

CARTO is described as a commercial, proprietary solution strong in browser-based visualization, analytics, and AI for live, cloud data connectivity — whereas for local files, offline work, and advanced cartography, other solutions are recognizably better.

Sources

This PR bases content strictly on publicly available information at docs.carto.com.

Disclosure

I'm affiliated with CARTO as Director of Product. Full disclosure in #1759.

As much as possible I strictly followed the guidelines and the spirit of the page, stating only documented facts and being honest about where CARTO may lack support.

Just trying to make the maintainer's life easier and keep the comparison page accurate and relevant. Happy for reviewers to request changes or reject the PR.

Summary by CodeRabbit

  • Documentation
    • Expanded GIS platform comparison tables to include CARTO across licensing, deployment, data, analysis, styling, collaboration, hosting, and export criteria.
    • Added guidance on when CARTO is a suitable choice, including cloud analytics, AI Agents, dashboards, pipelines, and custom applications.

Adds CARTO as the fifth product column across the five comparison tables,
covering the existing 44 rows, plus a "Choose CARTO when" paragraph.

Values come from CARTO's public documentation and follow the page's convention
of describing mainstream out-of-the-box behavior. Rows with no documented
capability are marked "—" rather than filled speculatively.

Refs opengeos#1759
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coderabbitai Bot commented Aug 7, 2026

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Review Change Stack

📝 Walkthrough

Walkthrough

The comparison documentation adds CARTO to the platform list and capability tables. It also adds guidance for using CARTO with cloud data warehouses, AI Agents, pipelines, dashboards, and large-scale custom applications.

Changes

CARTO comparison documentation

Layer / File(s) Summary
CARTO comparison and guidance
docs/comparison.md
The comparison now covers CARTO licensing, deployment, data formats, warehouse connectivity, analysis, styling, automation, collaboration, embedding, hosting, and export. The guidance section describes CARTO use cases for cloud data warehouses, AI Agents, pipelines, dashboards, and custom applications.

Estimated code review effort: 1 (Trivial) | ~5 minutes

Possibly related issues

Possibly related PRs

Suggested reviewers: giswqs

Poem

A rabbit adds CARTO to the chart,
With tables covering every part.
Warehouses, dashboards, pipelines align,
AI Agents appear in the design.
Clear guidance now helps readers choose,
The platform that fits their use.

🚥 Pre-merge checks | ✅ 5
✅ Passed checks (5 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title clearly and concisely describes the main change: adding a CARTO column to the comparison documentation.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check ✅ Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check ✅ Passed Check skipped because no linked issues were found for this pull request.
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Actionable comments posted: 3

🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In `@docs/comparison.md`:
- Line 27: Update the introductory product list in docs/comparison.md to include
CARTO alongside the existing products, matching the comparison table’s scope
while preserving the current wording and order of the other products.
- Around line 43-45: Update the CARTO raster specification references in the
comparison table to use the official “RaQuet” spelling in both affected cells,
without changing the surrounding format descriptions.
- Line 36: Update the CARTO entries in the comparison table at the “Where your
data lives” row and line 58 to distinguish direct-connected sources from
imported files and cached query results. State that connected-source queries
execute in the governed warehouse, while imports and some operations may use
CARTO-hosted storage or compute; remove the absolute “never copied” claim.
🪄 Autofix

Fix all unresolved CodeRabbit comments on this PR:

  • Push a commit to this branch (recommended)
  • Create a new PR with the fixes

ℹ️ Review info
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Configuration used: Organization UI

Review profile: ASSERTIVE

Plan: Pro Plus

Run ID: b31522ff-74d5-407c-84e5-3b2d8a98bb66

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Comment thread docs/comparison.md
Comment thread docs/comparison.md Outdated
Comment thread docs/comparison.md Outdated
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🔍 Cloudflare PR preview

Item Value
Site https://aba33df3.geolibre-preview.pages.dev
Demo app https://aba33df3.geolibre-preview.pages.dev/demo/
Commit 4c2e53d

- Add CARTO to the introductory product list, which still named only the
  original five platforms.
- Use the official "RaQuet" spelling for the raster specification.
- Qualify the data and compute claims. "Never copied" was too absolute:
  connected sources are queried live in your own warehouse and imports write
  to a warehouse you own, but repeated identical queries are served from a
  CARTO-managed cache. Both cells now say so.
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Commit 4c2e53d

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Actionable comments posted: 1

🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In `@docs/comparison.md`:
- Line 58: Update the “Where analysis runs” comparison-table entry to replace
the absolute “every query pushed down live” wording with qualified language that
allows repeated identical queries to be served from the CARTO-managed cache,
while preserving the live warehouse pushdown behavior for non-cached queries.
🪄 Autofix

Fix all unresolved CodeRabbit comments on this PR:

  • Push a commit to this branch (recommended)
  • Create a new PR with the fixes

ℹ️ Review info
⚙️ Run configuration

Configuration used: Organization UI

Review profile: ASSERTIVE

Plan: Pro Plus

Run ID: 95defefa-1454-4e96-b723-4dba4def6bee

📥 Commits

Reviewing files that changed from the base of the PR and between 0756de0 and 19d74e3.

📒 Files selected for processing (1)
  • docs/comparison.md

Comment thread docs/comparison.md Outdated
"Every query pushed down live" contradicted the rest of the same cell, which
already noted that repeated identical queries come from cache. Reworded so the
pushdown model and the cache exception read consistently.

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Caution

Some comments are outside the diff and can’t be posted inline due to platform limitations.

⚠️ Outside diff range comments (1)
docs/comparison.md (1)

36-36: ⚠️ Potential issue | 🟠 Major

Qualify the CARTO storage claim.

Line 36 says no CARTO-side storage ... imports write to a warehouse you own. CARTO also provides a default CARTO Data Warehouse with cloud storage and compute, and imports can target it. This wording can mislead readers about data residency. Distinguish direct connections from imports and name the selected destination. (docs.carto.com)

Suggested wording
-Your own cloud data warehouse — no CARTO-side storage (except cache) or sync; imports write to a warehouse you own
+Direct connections query your warehouse without copying data (except cache); imports are stored in the selected warehouse, including CARTO Data Warehouse
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@docs/comparison.md` at line 36, Update the CARTO storage description in the
comparison table to distinguish direct connections from imports: state that
direct connections avoid CARTO-side storage or synchronization, while imports
may target either the default CARTO Data Warehouse or a warehouse owned by the
customer. Name the selected destination clearly so the data-residency
implication is accurate.
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Outside diff comments:
In `@docs/comparison.md`:
- Line 36: Update the CARTO storage description in the comparison table to
distinguish direct connections from imports: state that direct connections avoid
CARTO-side storage or synchronization, while imports may target either the
default CARTO Data Warehouse or a warehouse owned by the customer. Name the
selected destination clearly so the data-residency implication is accurate.

ℹ️ Review info
⚙️ Run configuration

Configuration used: Organization UI

Review profile: ASSERTIVE

Plan: Pro Plus

Run ID: f9f3d93b-eebb-4667-a2a0-c888024744b8

📥 Commits

Reviewing files that changed from the base of the PR and between 19d74e3 and 4c2e53d.

📒 Files selected for processing (1)
  • docs/comparison.md

@giswqs giswqs left a comment

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LGTM. Thank you for your contribution.

@giswqs
giswqs merged commit fb5aa6b into opengeos:main Aug 7, 2026
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2 participants